International Conference on Information and Knowledge Management (CIKM) (2025)

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Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025

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Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025

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Where Do LLMs Go Wrong? Diagnosing Automated Peer Review via Aspect-Guided Multi-Level Perturbation.

Jiatao Li|Yanheng Li|Xinyu Hu|Mingqi Gao|Xiaojun Wan

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The International Workshop on Spatio-Temporal Data Intelligence and Foundation Models.

Hao Miao|Yan Zhao|Yuxuan Liang|Bin Yang|Kai Zheng|Christian S. Jensen

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Transformers are Good Clusterers for Lifelong User Behavior Sequence Modeling.

Xingmei Wang|Choochart Haruechaiyasak|Song Lu|Shiyao Wang|Sarawoot Kongyoung|Defu Lian|Wuchao Li|Guorui Zhou|Chaianun Damrongrat|Jiaxin Deng|Song Lu|Choochart Haruechaiyasak|Defu Lian|Sarawoot Kongyoung|Chaianun Damrongrat|Guorui Zhou

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PKGRec: Personal Knowledge Graph Construction and Mining for Federated Recommendation Enhancement.

Haochen Yuan|Yang Zhang|Quan Z. Sheng|Lina Yao|Yipeng Zhou|Xiang He|Zhongjie Wang

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GCoder: Improving Large Language Model for Generalized Graph Reasoning.

Qifan Zhang|Xiaobin Hong|Jianheng Tang|Nuo Chen|Yuhan Li|Wenzhong Li|Jing Tang|Jia Li

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Bridging Thoughts and Words: Graph-Based Intent-Semantic Joint Learning for Fake News Detection.

Zhengjia Wang|Qiang Sheng|Danding Wang|Beizhe Hu|Juan Cao

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ESPRESSO: Privacy-Preserving Keyword Search on Decentralized Data with Differential Visibility Constraints.

Mohamed Ragab|Mohamed Bahrani|Helen Oliver|Thanassis Tiropanis|Alexandra Poulovassilis|Adriane Chapman|George Roussos

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Socially Responsible and Trustworthy Generative Foundation Models: Principles, Challenges, and Practices.

Yue Huang|Canyu Chen|Lu Cheng|Bhavya Kailkhura|Nitesh V. Chawla|Xiangliang Zhang

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Urban In-context Learning: A New Paradigm for Urban Indicator Prediction.

Zerong Deng|Liangzhe Han|Tongyu Zhu|Ziqi Miao|Yi Xu|Leilei Sun

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Parameter-Efficient Transfer Learning for EEG Foundation Models via Task-Relevant Feature Focusing.

Jaehyun Jeon|Seungwoo Jeong|Yeajin Shon|Heung-Il Suk

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On Influence Tail Bounds in Online Social Networks.

Michael Simpson|Laks V. S. Lakshmanan|Venkatesh Srinivasan|Alex Thomo

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Self-supervised Dual-view Framework with Tailored Negative Sampling for New Activity Detection.

Hyunju Kim|Dongman Lee

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PromptTSS: A Prompting-Based Approach for Interactive Multi-Granularity Time Series Segmentation.

Ching Chang|Ming-Chih Lo|Wen-Chih Peng|Tien-Fu Chen

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A Node-Aware Dynamic Quantization Approach for Graph Collaborative Filtering.

Lin Li|Chunyang Li|Yu Yin|Xiaohui Tao|Jianwei Zhang

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Jailbreaking LLMs Through Alignment Vulnerabilities in Out-of-Distribution Settings.

Yue Huang|Jingyu Tang|Dongping Chen|Bingda Tang|Yao Wan|Lichao Sun|Philip S. Yu|Xiangliang Zhang

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SpeedSteiner: A Fast O(k1/2)-Approximation Algorithm for Directed Steiner Tree.

Guangyi Zhang|Nikolaj Tatti|Aristides Gionis

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Towards Reliable GNNs: Adversarial Calibration Learning for Confidence Estimation.

Yilong Wang|Yoo Kyung Jeong|Min Song|Jiahao Zhang|Jiahao Zhang|Min Song|Tianxiang Zhao|Suhang Wang

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FUTURE: Flexible Unlearning for Tree Ensemble.

Ziheng Chen|Jin Huang|Jiali Cheng|Yuchan Guo|Mengjie Wang|Lalitesh Morishetti|Kaushiki Nag|Hadi Amiri

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Learning from Graph: Mitigating Label Noise on Graph through Topological Feature Reconstruction.

Zhonghao Wang|Yuanchen Bei|Sheng Zhou|Zhiyao Zhou|Jiapei Fan|Hui Xue|Haishuai Wang|Jiajun Bu

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FROG: Fair Removal on Graph.

Ziheng Chen|Jiali Cheng|Hadi Amiri|Kaushiki Nag|Lu Lin|Sijia Liu|Gabriele Tolomei|Xiangguo Sun

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Backdoor in Seconds: Unlocking Vulnerabilities in Large Pre-trained Models via Model Editing.

Dongliang Guo|Mengxuan Hu|Zihan Guan|Junfeng Guo|Thomas Hartvigsen|Sheng Li

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Learning Global-Local Multi-Scale Node Embeddings with Random Walks and Landmark-Guided Optimization.

Ali Assi|Nour El Islem Karabadji|Mohamed Elati|Wajdi Dhifli

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From Intents to Conversations: Generating Intent-Driven Dialogues with Contrastive Learning for Multi-Turn Classification.

Junhua Liu|Tan Yong Keat|Bin Fu|Kwan Hui Lim

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Powering Job Search at Scale: LLM-Enhanced Query Understanding in Job Matching Systems.

Ping Liu|Jianqiang Shen|Qianqi Shen|Chunnan Yao|Kevin Kao|Dan Xu|Rajat Arora|Baofen Zheng|Caleb Johnson|Liangjie Hong|Jingwei Wu|Wenjing Zhang

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STORM: Spatio-Temporal Similar Trajectory Retrieval on Non-Uniform Maritime Data.

Xiaolin Han|Yonghao Zhou|Chenhao Ma|Fang Li|Xuequn Shang

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GCLS2: Towards Efficient Community Detection Using Graph Contrastive Learning with Structure Semantics.

Qi Wen|Yiyang Zhang|Yutong Ye|Yingbo Zhou|Nan Zhang|Xiang Lian|Mingsong Chen

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Enhancing Graph Collaborative Filtering with FourierKAN Feature Transformation.

Jinfeng Xu|Zheyu Chen|Jinze Li|Shuo Yang|Wei Wang|Xiping Hu|Edith C. H. Ngai

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Hypercomplex Prompt-aware Multimodal Recommendation.

Zheyu Chen|Jinfeng Xu|Hewei Wang|Shuo Yang|Zitong Wan|Haibo Hu

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Exploring Causal Effect of Social Bias on Faithfulness Hallucinations in Large Language Models.

Zhenliang Zhang|Junzhe Zhang|Xinyu Hu|Huixuan Zhang|Xiaojun Wan

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DO: An Efficient Deep Reinforcement Learning Approach for Optimal Route with Collective Spatial Keywords.

Jiajia Li|Jiming Dong|Lei Li|Yu Yang|Xin Wang|Mengxuan Zhang

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Sparse Autoencoders in Collaborative Filtering Enhanced LLM-based Recommender Systems.

Xinyu He|Jose Sepulveda|Fei Wang|Hanghang Tong

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Sequential Difference Maximization: Generating Adversarial Examples via Multi-Stage Optimization.

Xinlei Liu|Tao Hu|Peng Yi|Weitao Han|Jichao Xie|Baolin Li

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Publicly Verifiable and Fault-Tolerant Privacy-Preserving Aggregation for Federated Learning.

Guohao Li|Qi Jiang|Lu Zhou|Li Yang

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AGENTiGraph: A Multi-Agent Knowledge Graph Framework for Interactive, Domain-Specific LLM Chatbots.

Xinjie Zhao|Moritz Blum|Fan Gao|Yingjian Chen|Boming Yang|Luis Marquez-Carpintero|Monica Pina-Navarro|Yanran Fu|So Morikawa|Yusuke Iwasawa|Yutaka Matsuo|Chanjun Park|Irene Li

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Higher-Order Information Matters: A Representation Learning Approach for Social Bot Detection.

Min Gao|Qiang Duan|Boen Liu|Yu Xiao|Xin Wang|Yang Chen

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Target Item-oriented Conditional Diffusion Differential Transformer for Next-Item Prediction.

Xiaoqing Chen|Zitao Xu|Weike Pan|Zhong Ming

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Geometric Heterogeneous Graph Neural Network for Protein-Ligand Binding Affinity Prediction.

Feng Huang|Yuhang Xia|Ziyan Wang|Liuqing Yang|Wen Zhang

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DeepAries: Adaptive Rebalancing Interval Selection for Enhanced Portfolio Selection.

Jinkyu Kim|Hyungjung Yi|Mogan Gim|Donghee Choi|Jaewoo Kang

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Autonomous Reasoning-Retrieval for Large Language Model Based Recommendation.

Bowen Zheng|Xiaolei Wang|Enze Liu|Xi Wang|Hongyu Lu|Yu Chen|Wayne Xin Zhao|Ji-Rong Wen

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Revisiting the Inner Product Method: Optimizing Sparse Matrix Multiplication via Set Intersection.

Zheng Hu|Boyu Yang|Weiguo Zheng

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GCondenser: Benchmarking Graph Condensation.

Yilun Liu|Ruihong Qiu|Zi Huang

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Aggregated Gradients-based Adaptive Learning Rate Design in Federated Learning.

Wenhao Yuan|Xuehe Wang

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HUSK: A Hierarchically Structured Urban Knowledge Graph Dataset for Multi-Level Spatial Tasks.

Qiqi Wang|Guanjin Wang|Yihong Pan|Zhipeng Lin|Huijia Li|Qian Liu|Kaiqi Zhao

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Rethinking Lipschitzness Data-free Backdoor Defense.

Xinyi Wang|Zhiyu Zhu|Zhibo Jin|Huaming Chen|Teng Joon Lim

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Understanding the Embedding Models on Hyper-relational Knowledge Graph.

Yubo Wang|Shimin Di|Zhili Wang|Haoyang Li|Fei Teng|Hao Xin|Lei Chen

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Improving Graph Autoencoders by Hard Sample Refinement with Global Similarity.

Ge Chen|Yulan Hu|Sheng Ouyang|Cuicui Luo

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Empowering Large Language Model for Sequential Recommendation via Multimodal Embeddings and Semantic IDs.

Yuhao Wang|Junwei Pan|Xinhang Li|Maolin Wang|Yuan Wang|Yue Liu|Dapeng Liu|Jie Jiang|Xiangyu Zhao

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DinoCompanion: An Attachment-Theory Informed Multimodal Robot for Emotionally Responsive Child-AI Interaction.

Boyang Wang|Yuhao Song|Jinyuan Cao|Peng Yu|Hongcheng Guo|Zhoujun Li

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Decoder-only Pre-training Enhancement for Spatio-temporal Traffic Forecasting.

Tao Yu|Junhong Wan|Yao Fu|Weihao Jiang|Jiang Zhu

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Multi-Source Knowledge Pruning for Retrieval-Augmented Generation: A Benchmark and Empirical Study.

Shuo Yu|Mingyue Cheng|Qi Liu|Daoyu Wang|Jiqian Yang|Jie Ouyang|Yucong Luo|Chenyi Lei|Enhong Chen

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GSTBench: A Benchmark Study on the Transferability of Graph Self-Supervised Learning.

Yu Song|Zhigang Hua|Yan Xie|Jingzhe Liu|Bo Long|Hui Liu

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TransAct V2: Lifelong User Action Sequence Modeling on Pinterest Recommendation.

Xue Xia|Saurabh Vishwas Joshi|Kousik Rajesh|Kangnan Li|Yangyi Lu|Nikil Pancha|Dhruvil Deven Badani|Jiajing Xu|Pong Eksombatchai

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Fine-Grained Graph Rationalization.

Zhe Xu|Menghai Pan|Yuzhong Chen|Huiyuan Chen|Yuchen Yan|Mahashweta Das|Hanghang Tong

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STA-GANN: A Valid and Generalizable Spatio-Temporal Kriging Approach.

Yujie Li|Zezhi Shao|Chengqing Yu|Tangwen Qian|Zhao Zhang|Yifan Du|Shaoming He|Fei Wang|Yongjun Xu

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Learning to Comparison-Shop.

Jie Tang|Daochen Zha|Xin Liu|Huiji Gao|Liwei He|Stephanie Moyerman|Sanjeev Katariya

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Dual Context-Aware Negative Sampling Strategy for Graph-based Collaborative Filtering.

Xi Wu|Wenzhe Zhang|Liangwei Yang|Xiaohan Fang|Jiquan Peng|Jibing Gong

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Calibrated and Diverse News Coverage.

Tianyi Zhou|Stefan Neumann|Kiran Garimella|Aristides Gionis

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To Know What User Concerns: Conceptual Knowledge Reasoning for User Satisfaction Estimation in E-Commerce Dialogue Systems.

Li Lin|Yaochang Liu|Kaiwen Xia|Shuai Wang

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TalkDep: Clinically Grounded LLM Personas for Conversation-Centric Depression Screening.

Xi Wang|Anxo Pérez|Javier Parapar|Fabio Crestani

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AutoRuleSQL: Hybrid Text-to-SQL via Rule-Driven Fast Paths and LLM Bootstrapping.

Han Xu|Yang Li|Yanhai Xiong|Robert Mintern|Amir Louka|Haipeng Chen

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Scenario-Wise Rec: A Multi-Scenario Recommendation Benchmark.

Xiaopeng Li|Jingtong Gao|Pengyue Jia|Xiangyu Zhao|Yichao Wang|Wanyu Wang|Yejing Wang|Yuhao Wang|Huifeng Guo|Ruiming Tang

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Reliable and Efficient Container Orchestration of LLMs via MCP.

Han Xu|Xingyuan Wang|Shihao Ji

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MHSNet: An MoE-based Hierarchical Semantic Representation Network for Accurate Duplicate Resume Detection with Large Language Model.

Yu Li|Zulong Chen|Wenjian Xu|Hong Wen|Yipeng Yu|Man Lung Yiu|Yuyu Yin

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TCPN: Temporal Pyramidal Recurrent Network with Contrastive Learning for Temporal Knowledge Graph Reasoning.

Liu Yang|Zixuan Luo|Tingxuan Chen|Zidong Wang|Limin Liu

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Variety Is the Spice of Life: Detecting Misinformation with Dynamic Environmental Representations.

Bing Wang|Ximing Li|Yiming Wang|Changchun Li|Jiaxu Cui|Renchu Guan|Bo Yang

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Force Matching with Relativistic Constraints: A Physics-Inspired Approach to Stable and Efficient Generative Modeling.

Yang Cao|Bo Chen|Xiaoyu Li|Yingyu Liang|Zhizhou Sha|Zhenmei Shi|Zhao Song|Mingda Wan

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FinS-Pilot: A Benchmark for Online Financial RAG System.

Feng Wang|Yiding Sun|Jiaxin Mao|Xue Wei|Danqing Xu

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CCAgent: Coordinating Collaborative Data Scaling for Operating System Agents via Web3.

Liang Chen|Haozhe Zhao|Yinzhen Huang|Yang Luo|Tsekai Lin|Weichu Xie|Ruoyu Wu|Peiyi Wang|Runxin Xu|Ming Wu|Baobao Chang

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Empirical Analysis on User Profile in Personalized LLMs.

Bin Wu|Zhengyan Shi|Hossein A. Rahmani|Varsha Ramineni|Emine Yilmaz

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A Cost-Aware Approach for Collaborating Large Language Models and Small Language Models.

Zheng Li|Xuyun Zhang|Sheng Lu|Hua Deng|Hao Tian|Wanchun Dou

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Harnessing Commonsense: LLM-Driven Knowledge Integration for Fine-Grained Sentiment Analysis.

Kai Zhang|Yupeng Han

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Social Relation Meets Recommendation: Augmentation and Alignment.

Lin Wang|Weisong Wang|Xuanji Xiao|Qing Li

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Audience-Aware and Self-Adaptive Multi-Interest Modeling for Sharing Rate Prediction in Affiliate Marketing.

Zhe Wang|Ziyu Guan|Yujian Cao|Yaming Yang|Rui Wang|Bin Tong|Wei Zhao|Hongbo Deng

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Transferable Deep Clustering Model.

Zheng Zhang|Liang Zhao

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TAGA: Text-Attributed Graph Self-Supervised Learning by Synergizing Graph and Text Mutual Transformations.

Zheng Zhang|Yuntong Hu|Bo Pan|Chen Ling|Liang Zhao

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Revisiting Trajectories to Road: A New Diffusion Model and A New Dataset with 1, 000, 000, 000 Points.

Yang Wang|Miaomiao Li|Jiazhi Ni

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Tide: A Time-Wise Causal Debiasing Framework for Generative Dynamic Link Prediction.

Xin Zhang|Jianming Zheng|Fei Cai|Zhiqiang Pan|Wanyu Chen|Chonghao Chen|Honghui Chen

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Explainable Numerical Claim Verification.

Peter Røysland Aarnes

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Next-Generation Price Recommendation with LLM-Augmented Graph Transformers.

Hadi Mohammadzadeh Abachi|Amin Beheshti|Milad Mosharraf|Pooyan Asgari|Majid Namazi

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ADMP-GNN: Adaptive Depth Message Passing GNN.

Yassine Abbahaddou|Fragkiskos D. Malliaros|Johannes F. Lutzeyer|Michalis Vazirgiannis

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RerankArena: A Unified Platform for Evaluating Retrieval, Reranking and RAG with Human and LLM Feedback.

Abdelrahman Abdallah|Mahmoud Abdalla|Bhawna Piryani|Jamshid Mozafari|Mohammed Ali|Adam Jatowt

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EnhanceMyPrompt: Rewriting Chat Queries for Effective Response Generation from LLMs.

Tushar Abhishek|Manas Jain|Shishir Hardia|Shreevignesh Suriyanarayanan|Sandra Anil|Rushabh Gandhi|Manish Gupta

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Towards Rational Pesticide Design with Graph Machine Learning Models for Ecotoxicology.

Jakub Adamczyk

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FR-LoRA: Fisher Regularized LoRA for Multilingual Continual Learning.

Sayanta Adhikari|Sanjay Agrawal|Vivek Sembium

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Autoregressive Generative Retrieval for Industrial-Scale Recommendations at Pinterest.

Prabhat Agarwal|Anirudhan Badrinath|Laksh Bhasin|Jaewon Yang|Jiajing Xu|Charles Rosenberg

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EvenOddML: Even and Odd Aggregation with Multi-Level Contrastive Learning for Bipartite Graph.

Manasvi Aggarwal|Jahnavi Methukumalli|Deepanshu Bagotia|Suhas Powar

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Mixed data k-Anonymization by Consistent Maximal Association and Microaggregation.

Julien Ah-Pine|Nathaniel Gbenro

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Quantization Aware Matryoshka Adaptation: Leveraging Matryoshka Learning, Quantization, and Bitwise Operations for Reduced Storage and Improved Retrieval Speed.

Faizan Ahemad

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Efficient Knowledge Transfer from Large to Small Language Models via Low-Overhead Query Mechanism.

Faizan Ahemad

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The Geometry of Knowledge and Computational Discovery.

Yong-Yeol Ahn

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Explicit Path CGR: Maintaining Sequence Fidelity in Geometric Representations.

Sarwan Ali

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IARD: Intruder Activity Recognition Dataset for Threat Detection.

Shehzad Ali|Md Tanvir Islam|Ik Hyun Lee|Saeed Anwar|Javier Del Ser|Khan Muhammad

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A Robust Clustered Federated Learning Approach for Non-IID Data with Quantity Skew.

Michael Ben Ali|Imen Megdiche|André Péninou|Olivier Teste

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Towards Trustworthy AI: Enhancing Factuality, Bias, and Compliance in LLMs.

Pratuat Amatya

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AI Planning for Data Exploration.

Sihem Amer-Yahia

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LLM-Powered Information Extraction for the Dairy Financial Domain: Tackling Data Scarcity and Ambiguity.

Chunyan An|Yuying Huang|Qiang Yang|Siyu Yuan|Zhixu Li

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White Rabbit: Demonstrating Online KG Pathfinding Using Embeddings.

Panagiotis Antivasis|Giannis Vassiliou|Georgios Tsamis|Paraskevi Zacharia|Eleftheria Barka|Julian Gini|Argyri Kyriakaki|Giorgos Andreadakis|Ioannis Christodoulakis|Nikos Papadakis|Haridimos Kondylakis

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Building Trustworthy Peer Review Quality Assessment Systems.

Negar Arabzadeh|Sajad Ebrahimi|Ali Ghorbanpour|Soroush Sadeghian|Sara Salamat|Muhan Li|Hai Son Le|Mahdi Bashari|Ebrahim Bagheri

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RELINK: Edge Activation for Closed Network Influence Maximization via Deep Reinforcement Learning.

Shivvrat Arya|Smita Ghosh|Bryan Maruyama|Venkatesh Srinivasan

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Dynamic Triangulation-Based Graph Rewiring for Graph Neural Networks.

Hugo Attali|Thomas Papastergiou|Nathalie Pernelle|Fragkiskos D. Malliaros

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Extreme Multi-Label Completion for Semantic Document Tagging with Taxonomy-Aware Parallel Learning.

Julien Audiffren|Christophe Broillet|Ljiljana Dolamic|Philippe Cudré-Mauroux

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Compressed Concatenation of Small Embedding Models.

Mohamed Ayoub Ben Ayad|Michael Dinzinger|Kanishka Ghosh Dastidar|Jelena Mitrovic|Michael Granitzer

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Relation-Faceted Graph Pooling with LLM Guidance for Dynamic Span-Aware Information Extraction.

Hye-Yoon Baek|Jinho Choi|Jimyeung Seo|Xiongnan Jin|Dongcheon Lee|Byungkook Oh

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MUFFIN: Mixture of User-Adaptive Frequency Filtering for Sequential Recommendation.

Ilwoong Baek|Mincheol Yoon|Seongmin Park|Jongwuk Lee

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Subclass-Aware Inclusive Classifier via Repulsive Hidden Strata.

Namita Bajpai|Jiaul H. Paik|Sudeshna Sarkar

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ReDSM5: A Reddit Dataset for DSM-5 Depression Detection.

Eliseo Bao|Anxo Pérez|Javier Parapar

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SQuAI: Scientific Question-Answering with Multi-Agent Retrieval-Augmented Generation.

Ines Besrour|Jingbo He|Tobias Schreieder|Michael Färber

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International Workshop on Multimodal Generative Search and Recommendation (MMGenSR@CIKM 2025).

Yi Bin|Haoxuan Li|Haokai Ma|Yang Zhang|Wenjie Wang|Yunshan Ma|Yang Yang|Tat-Seng Chua

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Safeguarding Generative AI Applications in Preclinical Imaging through Hybrid Anomaly Detection.

Jakub Binda|Valentina Paneta|Vasileios Eleftheriadis|Hongkyou Chung|Panagiotis G. Papadimitroulas|Neo Christopher Chung

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Uncovering Corporate Influence: A First Scalable Method for Qualifying Holdings Computation.

Livia Blasi|Matteo Brandetti|Costanza Catalano|Andrea Gentili|Davide Magnanimi

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hopwise: A Python Library for Explainable Recommendation based on Path Reasoning over Knowledge Graphs.

Ludovico Boratto|Gianni Fenu|Mirko Marras|Giacomo Medda|Alessandro Soccol

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KnowFE : A Hybrid AI System for Explainable Feature Engineering using Knowledge-Guided Reinforcement Learning.

Mohamed Bouadi|Arta Alavi|Salima Benbernou|Mourad Ouziri

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Enhancing Fake News Video Detection via LLM-Driven Creative Process Simulation.

Yuyan Bu|Qiang Sheng|Juan Cao|Shaofei Wang|Peng Qi|Yuhui Shi|Beizhe Hu

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Large Model Annotation-Enhanced Spatio-Temporal Fusion Knowledge Tracing Model.

Tianyu Cai|Xiaodi Huang|Tao Zhou|Yanting Li|Shenggen Ju

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ProtoEHR: Hierarchical Prototype Learning for EHR-based Healthcare Predictions.

Zi Cai|Yu Liu|Zhiyao Luo|Tingting Zhu

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Dynamic Graph Learning via Historical Information Perception and Multi-Granular Temporal Curriculum Learning.

Yuehang Cao|Xiang Zhao|Yang Fang|Yan Pan|Jiuyang Tang

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Pantheon: Personalized Multi-objective Ensemble Sort via Iterative Pareto Policy Optimization.

Jiangxia Cao|Pengbo Xu|Yin Cheng|Kaiwei Guo|Jian Tang|Shijun Wang|Dewei Leng|Shuang Yang|Zhaojie Liu|Yanan Niu|Guorui Zhou|Kun Gai

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SDD: Shape-aware Data-driven Attention Mechanism for Time Series Analysis.

Yanyun Cao|Rundong Zuo|Rui Cao|Byron Choi|Jianliang Xu|Sourav S. Bhowmick

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State & Geopolitical Censorship on Twitter (X): Detection & Impact Analysis of Withheld Content.

Yusuf Mücahit Çetinkaya|Tugrulcan Elmas

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PyLate: Flexible Training and Retrieval for Late Interaction Models.

Antoine Chaffin|Raphaël Sourty

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Multivariate Wind Power Time Series Forecasting with Noise-Filtering Neural ODEs.

Tianyu Chang|Dongming Chen|Dongqi Wang

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Enhancing Contrastive Link Prediction With Edge Balancing Augmentation.

Chen-Hao Chang|Hui-Ju Hung|Chia-Hsun Lu|Chih-Ya Shen

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T-Retrievability: A Topic-Focused Approach to Measure Fair Document Exposure in Information Retrieval.

Xuejun Chang|Zaiqiao Meng|Debasis Ganguly

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Pruning Strategies for Backdoor Defense in LLMs.

Santosh Chapagain|Shah Muhammad Hamdi|Soukaina Filali Boubrahimi

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ProActLLM: Proactive Conversational Information Seeking with Large Language Models.

Shubham Chatterjee|Xi Wang|Shuo Zhang|Sajad Ebrahimi|Zhaochun Ren|Debasis Ganguly|Gareth J. F. Jones|Emine Yilmaz|Hamed Zamani

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Energy-Guided Diffusion Sampling for Long-Term User Behavior Prediction in Reinforcement Learning-based Recommendation.

Xiaocong Chen|Siyu Wang|Lina Yao

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Maximum In-Support Return Modeling for Dynamic Recommendation with Language Model Prior.

Xiaocong Chen|Siyu Wang|Lina Yao

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Personalized Tree-Based Progressive Regression Model for Watch-Time Prediction in Short Video Recommendation.

Xiaokai Chen|Xiao Lin|Changcheng Li|Peng Jiang

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Integrating Time Series into LLMs via Multi-layer Steerable Embedding Fusion for Enhanced Forecasting.

Zhuomin Chen|Arjen P. de Vries|Dan Li|Dan Li|Jiahui Zhou|Wouter Alink|Arjen P. de Vries|Jiahui Zhou|Shunyu Wu|Roberto Cornacchia|Wouter Alink|Roberto Cornacchia|Shunyu Wu|Haozheng Ye|Jian Lou|See-Kiong Ng

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See Beyond a Single View: Multi-Attribution Learning Leads to Better Conversion Rate Prediction.

Sishuo Chen|Zhangming Chan|Xiang-Rong Sheng|Lei Zhang|Sheng Chen|Chenghuan Hou|Han Zhu|Jian Xu|Bo Zheng

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Structure-prior Informed Diffusion Model for Graph Source Localization with Limited Data.

Hongyi Chen|Merih Seran Uysal|Jingtao Ding|Christian Beecks|Xiaojun Liang|Daniel Sabinasz|Yong Li|Thomas Seidl|Xiao-Ping Zhang

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ActiViz: Understanding Sample Selection in Active Learning through Boundary Visualization.

Jie Chen|Honghui Du|Dairui Liu|Siteng Ma|Brian MacNamee|Ruihai Dong

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Stamp: Semantic-Aware Sub-trajectory Anomaly Detection with Diffusion Multi-model Pool for Evolving Data Streams.

Biao Chen|Junhua Fang|Pingfu Chao|An Liu|Pengpeng Zhao|Lei Zhao

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Neighbor-enhanced Graph Pre-training and Prompt Learning Framework for Fraud Detection.

Ziyang Cheng|Jie Yang|Yixin Song|Dawei Cheng|Guang Yang|Bo Wang

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Evolving Graph-Based Context Modeling for Multi-Turn Conversational Retrieval-Augmented Generation.

Yiruo Cheng|Hongjin Qian|Fengran Mo|Yongkang Wu|Zhonghua Li|Qi Ye|Ji-Rong Wen|Zhicheng Dou

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VideoAVE: A Multi-Attribute Video-to-Text Attribute Value Extraction Dataset and Benchmark Models.

Ming Cheng|Tong Wu|Jiazhen Hu|Jiaying Gong|Hoda Eldardiry

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Spreader Behavior Forecasting: Intent-aware Neural Processes for Intervening Misinformation.

Haoran Chen|Dongmei Han

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VQA-Induct: Instruction Induction for Visual Question Answering.

Po-Chun Chen|Hen-Hsen Huang|Hsin-Hsi Chen

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NR-GCF: Graph Collaborative Filtering with Improved Noise Resistance.

Yijun Chen|Bohan Li|Yicong Li|Lixiang Song|Haofen Wang|Wenlong Wu|Junnan Zhuo|Hongzhi Yin

doi dblp

HyperGenFL: Hypernetwork-Generated Model Aggregation in Federated Learning.

Jerry Chen|Qikai Lu|Ruiqing Tian|Di Niu|Baochun Li

doi dblp

Rethinking Client-oriented Federated Graph Learning.

Zekai Chen|Xunkai Li|Yinlin Zhu|Rong-Hua Li|Guoren Wang

doi dblp

Advancing Temporal Sensitive Question Answering through Progressive Multi-Step Reflection.

Ziyang Chen|Erxue Min|Xiang Zhao|Yunxin Li|Xin Jia|Jinzhi Liao|Shuaiqiang Wang|Baotian Hu|Dawei Yin

doi dblp

Multimodal Contrastive Learning with Early Fusion for Robust Medical Signal Representation.

Lei Chen|Kyoungsuk Park|Junetae Kim

doi dblp

Adaptive Heterogeneous Graph Neural Networks: Bridging Heterophily and Heterogeneity.

Qin Chen|Guojie Song

doi dblp

Let Topology Speak: Graph Neural Network with Topology-Aware Augmentation.

Kangzhuo Chen|Xiaoqian Sun|Huawei Shen|Xueqi Cheng

doi dblp

Arrows of Math Reasoning Data Synthesis for Large Language Models: Diversity, Complexity and Correctness.

Sirui Chen|Changxin Tian|Binbin Hu|Kunlong Chen|Ziqi Liu|Zhiqiang Zhang|Jun Zhou

doi dblp

High-Context Empathy in Conversations for Large Language Models.

Yuyan Chen|Lei Xia|Jinghan Cao|Zhendong Hou|Weinan Dai|Zhixu Li

doi dblp

ConsensNet: A Unified Consensus-Centric Framework for Incomplete Multi-View Clustering.

Yifei Chen|Xiaolin Xiao|Yue-Jiao Gong

doi dblp

G2IFS: Global-to-Instance Feature Selection in Deep Recommender System.

Lijin Chen|Linjing You|Jiabao Lu|Xiayuan Huang|Xiangli Nie

doi dblp

Toward Secure Federated Partial Label Learning Against Poisoning Attacks.

Xubin Chen|Zhengjie Yang|Xinyi Sheng|Sen Fu|Wei Bao

doi dblp

Efficient Mask Learning for Language Model Fine-Tuning.

Minping Chen|Ruijia Yang|Zeyi Wen

doi dblp

M-LLM3REC: A Motivation-Aware User-Item Interaction Framework for Enhancing Recommendation Accuracy with LLMs.

Lining Chen|Qingwen Zeng|Huaming Chen

doi dblp

T-Stars-Poster: A Framework for Product-Centric Advertising Image Design.

Hongyu Chen|Min Zhou|Christopher Phillips|Tiezheng Ge|Antonio Salas|Jing Jiang|Bo Zheng|Jiale Chen|Yang Lu|Zihang Lin|Bo Xiao|Christopher Phillips|Tiezheng Ge|Bo Zheng|Antonio Salas

doi dblp

More Women, Same Stereotypes: Unpacking the Gender Bias Paradox in Large Language Models.

Evan Chen|Run-Jun Zhan|Yan-Bai Lin|Hung-Hsuan Chen

doi dblp

PP-STAT: An Efficient Privacy-Preserving Statistical Analysis Framework using Homomorphic Encryption.

Hyunmin Choi

doi dblp

Reference-Aligned Retrieval-Augmented Question Answering over Heterogeneous Proprietary Documents.

Nayoung Choi|Grace Byun|Andrew Chung|Ellie S. Paek|Shinsun Lee|Jinho D. Choi

doi dblp

Learnable Orthogonal Decomposition for Non-Regressive Prediction for PDE.

Yun Young Choi|Kyujin Han|Joohwan Ko|Sangwook Baek|Seunghwan Lee

doi dblp

Human-Centric AI: From Explainability and Trustworthiness to Actionable Ethics.

Jaesik Choi|Bohyung Han|Myoung-Wan Koo|Kyungman Bae|Chang D. Yoo|Simon S. Woo|Wojciech Samek

doi dblp

DYCOR: Capturing Hidden Stock Relationships for Stock Trend Prediction.

Kangmin Choi|Geon Shin|Jungwoo Yang|Hyunjoon Kim

doi dblp

Contrastive ECOC: Learning Output Codes for Adversarial Defense.

Che-Yu Chou|Hung-Hsuan Chen

doi dblp

The ReQAP System for Question Answering over Personal Information.

Philipp Christmann|Gerhard Weikum

doi dblp

Explain and Monitor Deep Learning Models for Computer Vision using Obz AI.

Neo Christopher Chung|Jakub Binda

doi dblp

MU-OT: Effective and Unified Machine Unlearning with Optimal Transport for Feature Realignment.

Sangjun Chung|Simon S. Woo

doi dblp

ClimBurst: A Dynamic Visualization Tool to Display Climatological Anomalies over Time and Space.

Guillaume Coulaud|Benoit Lange|Dennis Shasha|Audrey Brouillet|Reza Akbarinia|Florent Masseglia

doi dblp

BrainX: A Universal Brain Decoding Framework with Feature Disentanglement and Neuro-Geometric Representation Learning.

Zheng Cui|Dong Nie|Pengcheng Xue|Xia Wu|Daoqiang Zhang|Xuyun Wen

doi dblp

H-PRM: A Pluggable Hotword Pre-Retrieval Module for Various Speech Recognition Systems.

Huangyu Dai|Lingtao Mao|Ben Chen|Zihan Wang|Zihan Liang|Ying Han|Chenyi Lei|Han Li

doi dblp

FedGVD: Efficient Federated Graph Learning via Unidirectional Distillation with Dynamic Virtual Nodes.

Zhehao Dai|Guojiang Shen|Yuyue Hu|Jiaxin Du|Xiao Han|Xiangjie Kong

doi dblp

ERASURE: A Modular and Extensible Framework for Machine Unlearning.

Andrea D'Angelo|Claudio Savelli|Gabriele Tagliente|Flavio Giobergia|Elena Baralis|Giovanni Stilo

doi dblp

TFMAdapter: Lightweight Instance-Level Adaptation of Foundation Models for Forecasting with Covariates.

Afrin Dange|Sunita Sarawagi

doi dblp

SparseKmeans: Efficient K-means Clustering For Sparse Data.

Khoi Nguyen Pham Dang|He-Zhe Lin|Chih-Jen Lin

doi dblp

When Words Can't Capture It All: Towards Video-Based User Complaint Text Generation with Multimodal Video Complaint Dataset.

Sarmistha Das|R. E. Zera Marveen Lyngkhoi|Kirtan Jain|Vinayak Goyal|Sriparna Saha|Manish Gupta

doi dblp

+VeriRel: Verification Feedback to Enhance Document Retrieval for Scientific Fact Checking.

Xingyu Deng|Xi Wang|Mark Stevenson

doi dblp

Mitigating Latent Confounding Bias in Recommender Systems.

Jianfeng Deng|Qingfeng Chen|Debo Cheng|Xiaojing Du|Jiuyong Li|Lin Liu

doi dblp

Correlation-aware Online Change Point Detection.

Chengyuan Deng|Zhengzhang Chen|Xujiang Zhao|Haoyu Wang|Junxiang Wang|Jie Gao|Haifeng Chen

doi dblp

DDE-CLIP: Detail-Guided Dual-Modal Enhancement for Zero-Shot Anomaly Detection.

Zehao Deng|Qingzhi Ma|An Liu

doi dblp

DIVAgent: A Diversified Search Agent that Mimics the Human Search Process.

Zhirui Deng|Jingfen Qiao|Zhicheng Dou|Ji-Rong Wen|Maarten de Rijke

doi dblp

Adaptive Bidirectional State Space Model for High-frequency Portfolio Management.

Wei Ding|Hanpeng Jiang|Ruibo Xiong|Yongrong Wu|Jingan Chen|Lifan Chen|Pengfei Ding|Fan Lin

doi dblp

Unsupervised Adversarial Contrastive Hashing for Cross-Modal Retrieval.

Guohui Ding|Zhonghua Li|Rui Zhou|Qian Gao

doi dblp

EventPuzzle: A Benchmark for Multi-Perspective Event Prediction Based on Event Arguments.

Guoxuan Ding|Junhao Zhou|Yuqing Li|Xiaobo Guo|Xin Wang|Daren Zha

doi dblp

Exploring the Impact of Warnings on User Perception towards AI-Generated Content in Search Results.

Pia Donabauer|David Elsweiler

doi dblp

PAnDA: Combating Negative Augmentation via Large Language Models for User Cold-Start Recommendations.

Yantong Du|Rui Chen|Xiangyu Zhao|Qilong Han|A. K. Qin

doi dblp

MUSE: A Multi-slice Joint Analysis Method for Spatial Transcriptomics Experiments.

Ziheng Duan|Xi Li|Zhiqing Xiao|Rex Ying|Jing Zhang

doi dblp

Decoupling Feature Entanglement for Personalized Federated Learning via Neural Collapse.

Haizhou Du|Pengfei Li

doi dblp

YTCommentVerse: A Multi-Category Multi-Lingual YouTube Comment Corpus.

Hridoy Sankar Dutta|Biswadeep Khan

doi dblp

RottenReviews: Benchmarking Review Quality with Human and LLM-Based Judgments.

Sajad Ebrahimi|Soroush Sadeghian|Ali Ghorbanpour|Negar Arabzadeh|Sara Salamat|Muhan Li|Hai Son Le|Mahdi Bashari|Ebrahim Bagheri

doi dblp

Building a Virtual Member of a Community of Practice.

Joshua Eckroth|Dayne Freitag|Jonathan M. Keefe|Timothy Meyer|Karen L. Myers|Eric Schoen|Pedro Sequeira|Reid G. Smith

doi dblp

Hearable Image: On-Device Image-Driven Sound Effect Generation for Hearing What You See.

Deokjun Eom|Nahyun Kim|Woo Hyun Nam|Kyung-Rae Kim|Chaebin Im|Jungwon Park

doi dblp

Enhancing Multi-Behavior Sequential Recommenders with Behavior-Aware Regularization.

Yongfu Fan|Jin Chen|Yangzixuan Jiao|Ximu Zeng|Liwei Deng|Kai Zheng

doi dblp

MMFair: Fair Learning via Min-Min Optimization.

Kejie Fang|Kun Zhai|Xingjun Ma

doi dblp

LLM-Enhanced Generalized Category Discovery via Iterative Graph Diffusion.

Kangjia Fan|Yilong Zhao|Daifeng Li|Changze Lin|Weijun Zhang|Zhiwen Zhong

doi dblp

DP-COMET: A Differential Privacy Contextual Obfuscation MEchanism for Texts in Natural Language Processing.

Francesco Luigi De Faveri|Guglielmo Faggioli|Nicola Ferro

doi dblp

NeighSqueeze: Compact Neighborhood Grouping for Efficient Billion-Scale Heterogeneous Graph Learning.

Xinyue Feng|Shuxin Zhong|Jinquan Hang|Yuequn Zhang|Guang Yang|Haotian Wang|Desheng Zhang|Guang Wang

doi dblp

Internet of Things Dataset for Human Operator Activity Recognition in Industrial Environment.

Abdur Forkan|Prem Prakash Jayaraman|Clarence Antonmeryl|Federico Montori|Abhik Banerjee|Kaneez Fizza|Dimitrios Georgakopoulos

doi dblp

CALLM: A Framework for Systematic Contrastive Analysis of Large Language Models.

Reinhard Friedrich Fritsch|Adam Jatowt

doi dblp

ClimateBench-M: A Multi-Modal Climate Data Benchmark with a Simple Generative Method.

Dongqi Fu|Yada Zhu|Zhining Liu|Lecheng Zheng|Xiao Lin|Zihao Li|Liri Fang|Katherine Tieu|Onkar Bhardwaj|Kommy Weldemariam|Hanghang Tong|Hendrik F. Hamann|Jingrui He

doi dblp

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence.

Davide Gabrielli|Bardh Prenkaj|Paola Velardi|Stefano Faralli

doi dblp

SIoTEc 2025 - 6th edition of ACM Workshop on Secure IoT, Edge and Cloud systems.

Antonino Galletta|Javid Taheri|Giuseppe Di Modica|Annamaria Ficara

doi dblp

Think it Image by Image: Multi-Image Moral Reasoning of Large Vision-Language Models.

Chujie Gao|Yue Huang|Xiangqi Wang|Siyuan Wu|Nitesh V. Chawla|Xiangliang Zhang

doi dblp

HealthGenie: A Knowledge-Driven LLM Framework for Tailored Dietary Guidance.

Fan Gao|Xinjie Zhao|Ding Xia|Zhongyi Zhou|Rui Yang|Jinghui Lu|Hang Jiang|Chanjun Park|Irene Li

doi dblp

FediData: A Comprehensive Multi-Modal Fediverse Dataset from Mastodon.

Min Gao|Haoran Du|Wen Wen|Qiang Duan|Xin Wang|Yang Chen

doi dblp

DT-FedSDC: A Dual-Target Federated Framework with Semantic Enhancement and Disentangled Contrastive Learning for Cross-Domain Recommendation.

Shanyang Gao|Shanfeng Wang|Lanyu Yao|Jianzhao Li|Zhao Wang|Maoguo Gong|Ke Pan

doi dblp

LangPTune: Optimizing Language-based User Profiles for Recommendation.

Zhaolin Gao|Joyce Zhou|Yijia Dai|Thorsten Joachims

doi dblp

Bidirectional Temporal-Aware Modeling with Multi-Scale Mixture-of-Experts for Multivariate Time Series Forecasting.

Yifan Gao|Boming Zhao|Haocheng Peng|Hujun Bao|Jiashu Zhao|Zhaopeng Cui

doi dblp

STM-Graph: A Python Framework for Spatio-Temporal Mapping and Graph Neural Network Predictions.

Amirhossein Ghaffari|Huong Mai Nguyen|Lauri Lovén|Ekaterina Gilman

doi dblp

LLM-OFA: On-the-Fly Adaptation of Large Language Models to Address Temporal Drift Across Two Decades of News.

Pouya Ghahramanian|Sepehr Bakhshi|Fazli Can

doi dblp

Approximating Gradient-Based Influence for Scalable Instruction Data Selection.

Mohammad Gharehhasanloo|Yueting Chen|Nick Koudas|Xiaohui Yu

doi dblp

High-Order Moments Conditional Domain Adaptation Networks for Wearable Human Activity Recognition.

Indrajeet Ghosh|Garvit Chugh|Abu Zaher Md Faridee|Nirmalya Roy

doi dblp

Converted Data is All You Need for Causal Optimization of e-Commerce Promotions.

Dmitri Goldenberg|Hugo Manuel Proença|Amit Livne|Felipe Moraes|Javier Albert|Bracha Shapira

doi dblp

PathLens: Structurally Enhancing Heterophilic Graphs for GNNs.

Karan Goyal|Saankhya Samanta|Vikram Goyal|Mukesh K. Mohania

doi dblp

E2MoCase: A Dataset for Emotional, Event and Moral Observations in News Articles on High-impact Legal Cases.

Candida Maria Greco|Lorenzo Zangari|Davide Picca|Andrea Tagarelli

doi dblp

A Large-Scale Web Search Dataset for Federated Online Learning to Rank.

Marcel Gregoriadis|Jingwei Kang|Johan Pouwelse

doi dblp

PERC: A Prior-Guided Framework for Classifying Long-Content Educational Resources with Imbalanced Category Distributions.

Quanlong Guan|Xiuliang Duan|Zhi Chen|Xingyu Zhu|Jianbo Huang|Xinzhong Liu|Zonglin Liu|Liangda Fang

doi dblp

PersonaGen: A Persona-Driven Open-Ended Machine-Generated Text Dataset.

Carmelo Gugliotta|Lucio La Cava|Andrea Tagarelli

doi dblp

When Variety Seeking Meets Multi-Sided Recommendation Fairness: A Consistent and Personalized Multi-Objective Optimization Framework.

Jiayi Guo|Jiangning He|Chenyan Wang|Xinran Wu

doi dblp

Proto-Yield: An Uncertainty-Aware Prototype Network for Yield Prediction in Real-world Chemical Reactions.

Kehan Guo|Zhen Liu|Zhichun Guo|Bozhao Nan|Olexandr Isayev|Nitesh V. Chawla|Olaf Wiest|Xiangliang Zhang

doi dblp

MISS: Multi-Modal Tree Indexing and Searching with Lifelong Sequential Behavior for Retrieval Recommendation.

Chengcheng Guo|Junda She|Kuo Cai|Shiyao Wang|Qigen Hu|Qiang Luo|Guorui Zhou|Kun Gai

doi dblp

Time-Period-Aware Embedding Regeneration for Session-Based Recommendation.

Cheng Guo|Rui Xue|Jeff Zhang

doi dblp

Pet-Bench: Benchmarking the Abilities of Large Language Models as E-Pets in Social Network Services.

Hongcheng Guo|Zheyong Xie|Shaosheng Cao|Boyang Wang|Weiting Liu|Zheyu Ye|Zhoujun Li|Zuozhu Liu|Wei Lu

doi dblp

Twin-Flow Generative Ranking Network for Recommendation.

Hao Guo|Erpeng Xue|Lei Huang|Shichao Wang|Xiaolei Wang|Lei Wang|Jinpeng Wang|Zeshun Li|Sheng Chen

doi dblp

Pseudo-Inverse Prefix Tuning for Effective Unlearning in LLMs.

Preethi Gurumurthy|P. K. Srijith

doi dblp

SSH-T3 : A Hierarchical Pre-training Framework for Multi-Scenario Financial Risk Assessment.

Zehao Gu|Yateng Tang|Jiarong Xu|Siwei Zhang|Xuehao Zheng|Xi Chen|Yun Xiong

doi dblp

BiListing: Modality Alignment for Listings.

Guillaume Guy|Mihajlo Grbovic|Chun How Tan|Han Zhao

doi dblp

A Large-Scale Dataset of Interactions Between Weibo Users and Platform-Empowered LLM Agent.

Shaokui Gu|Yongjie Yin|Qingyuan Gong|Fenghua Tong|Yipeng Zhou|Qiang Duan|Yang Chen

doi dblp

Study on LLMs for Promptagator-Style Dense Retriever Training.

Daniel Gwon|Nour Jedidi|Jimmy Lin

doi dblp

Out of Distribution Detection for Efficient Continual Learning in Quality Prediction for Arc Welding.

Yannik Hahn|Jan Voets|Antonin Königsfeld|Hasan Tercan|Tobias Meisen

doi dblp

Beyond Pairwise Learning-To-Rank At Airbnb.

Malay Haldar|Daochen Zha|Huiji Gao|Liwei He|Sanjeev Katariya

doi dblp

Augmenting Limited and Biased RCTs through Pseudo-Sample Matching-Based Observational Data Fusion Method.

Kairong Han|Weidong Huang|Taiyang Zhou|Peng Zhen|Kun Kuang

doi dblp

From Bicliques to BiFlexi Cliques: A New Era of Bipartite Subgraph Discovery.

Taejoon Han|Song Kim|Woungjae Choo|Junghoon Kim

doi dblp

DocPolicyKG: A Lightweight LLM-Based Framework for Knowledge Graph Construction from Chinese Policy Documents.

Chen Han|Yuanyuan Li|Xijin Tang

doi dblp

RAG-based Unanswerable Question Detection in Clinical Text-to-SQL.

Donghee Han|Seungjae Lim|Mun Yong Yi

doi dblp

Development of Autonomous Failure Maintenance System for Semiconductor Manufacturing.

Nuri Han|Jiwon Seo|Jonghee Ha|Jihyung Oh|Jinwoo Lee|Boram Jeong|Jongbin Park|Gilhwan Kim|Yohwan Joo

doi dblp

MTGR: Industrial-Scale Generative Recommendation Framework in Meituan.

Ruidong Han|Bin Yin|Shangyu Chen|He Jiang|Fei Jiang|Xiang Li|Chi Ma|Mincong Huang|Xiaoguang Li|Chunzhen Jing|Yueming Han|MengLei Zhou|Lei Yu|Chuan Liu|Wei Lin

doi dblp

Mixture-of-KAN for Multivariate Time Series Forecasting.

Milagros Fernández Gavilanes|Xiao Han|Zhenduo Zhang|Xinfeng Zhang|Yiling Wu|Zhe Wu

doi dblp

KRAFT: A Knowledge Graph-Based Framework for Automated Map Conflation.

Farnoosh Hashemi|Laks V. S. Lakshmanan

doi dblp

LinkGPT: Leveraging Large Language Models for Enhanced Link Prediction in Text-Attributed Graphs.

Zhongmou He|Jing Zhu|Shengyi Qian|Joyce Chai|Danai Koutra

doi dblp

Cross-Domain Graph Neural Networks for Notification at LinkedIn.

Shihai He|Julie Choi|Tianqi Li|Zhiwei Ding|Peng Du|Priya Bannur|Franco Liang|Fedor Borisyuk|Padmini Jaikumar|Xiaobing Xue|Viral Gupta

doi dblp

Information Diffusion Prediction Based on User Multi-Dimensional Feature Interaction.

Jiaxing He|Yang Fang|Tianyang Shao|Xiang Zhao

doi dblp

Addressing the Distortion of Community Representations in Anomaly Detection on Attributed Networks.

Enbo He|Yitong Hao|Yue Zhang|Guisheng Yin|Lina Yao

doi dblp

Assessing Natural Language Explanations of Relational Graph Neural Networks.

Stefan Heindorf|Daniel Neib

doi dblp

EEG-FSL: An EEG-Based Few-Shot Learning Framework for Music Recommendation.

Ming He|Wenbo Luo|Yongjie Zheng|Mathias Landhäußer|Junkai Zhang|Xiaolei Gao

doi dblp

FakeChain: Exposing Shallow Cues in Multi-Step Deepfake Detection.

Minji Heo|Simon S. Woo

doi dblp

Improving the Safety of Medication Recommendation via Graph Augmented Patient Similarity Network.

Ming He|Yongjie Zheng|Changle Li|Man Zhou

doi dblp

Structuring Data Science Automation: A Competency-Aware Taxonomy Approach.

Maike Madeline Holtkemper|Max Pernklau|Christian Beecks

doi dblp

Quantum Deepflow: A Quantum-Integrated Forecasting Platform for Strategic Decisions in Raw Material Procurement.

Charmgil Hong|Doohee Chung|Jongyeong Kim|Heewon Jung

doi dblp

Adaptive Spike Neural Networks for Natural Language Inference Tasks with Dynamic Spike Predictor.

Seung-Kyu Hong|Hyuk-Yoon Kwon

doi dblp

Context-Aware Fine-Grained Graph RAG for Query-Focused Summarization.

Yubin Hong|Chaofan Li|Jingyi Zhang|Yingxia Shao

doi dblp

Towards Large Generative Recommendation: A Tokenization Perspective.

Yupeng Hou|An Zhang|Leheng Sheng|Jiancan Wu|Xiang Wang|Tat-Seng Chua|Julian J. McAuley

doi dblp

LeadFairRec: LLM-enhanced Discriminative Counterfactual Debiasing for Two-sided Fairness in Recommendation.

Yimin Hou|Yue Kou|Derong Shen|Xiangmin Zhou|Dong Li|Tiezheng Nie|Ge Yu

doi dblp

Heterogeneous Influence Maximization in User Recommendation.

Hongru Hou|Jiachen Sun|Wenqing Lin|Wendong Bi|Xiangrong Wang|Deqing Yang

doi dblp

Model-Agonistic Iterative Graph Diversification for Improving Learning to Solve Graph Optimization Problems.

Bay-Yuan Hsu|Chia-Hsun Lu|Chih-Ya Shen

doi dblp

Distributed Computation of k-Vertex Connected Components in Large Scale Networks.

Xinchao Hu|Yuan Li|Feng Guo|Shan Huang|Guoli Yang|Yuhai Zhao

doi dblp

Mixture of Semantic and Spatial Experts for Explainable Traffic Prediction.

Yang Hu|Shaobo Li|Dawen Xia|Zhiheng Zhou|Wenyong Zhang|Huaqing Li|Xingxing Zhang|Senzhang Wang

doi dblp

Spatio-Temporal Residual Masked Autoencoder for Urban Rent Estimation.

Chenya Huang|Bin Liang|Zhidong Li|Justin Wang|Fang Chen

doi dblp

DeepEyeNet: Generating Medical Report for Retinal Images.

Jia-Hong Huang

doi dblp

Flexiffusion: Training-Free Segment-Wise Neural Architecture Search for Efficient Diffusion Models.

Hongtao Huang|Xiaojun Chang|Lina Yao

doi dblp

Hyperspherical Dynamic Multi-Prototype with Arguments Dependencies and Role Consistency for Event Argument Extraction.

Xiaojia Huang|Ruifang He|Fei Huang|Bo Wang|Sen Yao|Xiaohong Li

doi dblp

OFIA: An Object-centric Fine-grained Alignment Enhancement for Video-Text Retrieval.

Zhengqi Huang|Wei Li|Chuang Dong|Mingxin Liu

doi dblp

XDNet: Disentangled Time Series Forecasting via Exponential Decomposition and 2D Periodic Modeling.

Kening Huang|Qianqian Ren|Xingfeng Lv

doi dblp

Enhancing Multimodal Entity Linking via Distillation and Multimodal Large Language Models.

Jintao Huang|Dong Wang|Shasha Li|Yuanxi Peng|Ruochun Jin

doi dblp

CS-Agent: LLM-based Community Search via Dual-agent Collaboration.

Jiahao Hua|Long Yuan|Qingshuai Feng|Qiang Fan|Shan Huang

doi dblp

Unlocking the Potential of Smaller Language Models as Superior Instruction Evolvers.

Tingfeng Hui|Lulu Zhao|Guanting Dong|Yaqi Zhang|Sen Su

doi dblp

GRIT: An Accurate and Efficient Graph Stream Summarization for Temporal Query.

Jingxian Hu|Guozhang Sun|Xin Wang|Yuhai Zhao|Yuan Li|Xingwei Wang

doi dblp

FASE: Feature-Aligned Scene Encoding for Open-Vocabulary Object Detection in Remote Sensing.

Hyeonsu Hwang|Simon S. Woo

doi dblp

Scaling Trust: Veracity-Driven Defect Detection in Entity Search.

Ornella Irrera|Stefano Marchesin|Gianmaria Silvello|Omar Alonso

doi dblp

Multimodal RAG Enhanced Visual Description.

Amit Kumar Jaiswal|Haiming Liu|Ingo Frommholz

doi dblp

Deep Modality-Disentangled Prompt Tuning for Few-Shot Multimodal Sarcasm Detection.

Soumyadeep Jana|Abhrajyoti Kundu|Sanasam Ranbir Singh

doi dblp

Streamlining Feature Interactions via Selectively Crossing Vectors for Click-Through Rate prediction.

Byungwoo Jang|Jinhee Park|Eunil Park

doi dblp

An Efficient PIM-Based Graph Engine on a Single Machine.

Myung-Hwan Jang|Min-Kyeong Shin|Taehyeong Park|Yongjun Park|Sang-Wook Kim

doi dblp

EFT-LR: Benchmarking Learning Rate Policies in Parameter-Efficient Large Language Model Fine-tuning.

Md. Tasnim Jawad|Yanzhao Wu

doi dblp

The Yelp Collaborative Knowledge Graph.

Theis E. Jendal|Mads Corfixen|Magnus Olesen|Peter Dolog|Katja Hose|Daniele Dell'Aglio|Matteo Lissandrini

doi dblp

Leveraging Large Language Models for Complementary Product Ads Recommendation.

Byung Eun Jeon|Ryan Bae|Xiao Bai

doi dblp

Frequency-Conditioned Diffusion Models for Time Series Generation.

Seungwoo Jeong|Junghyo Sohn|Jaehyun Jeon|Heung-Il Suk

doi dblp

Watch Your Step: A Fine-Grained Evaluation Framework for Multi-hop Knowledge Editing in Large Language Models.

Geunyeong Jeong|Juoh Sun|Harksoo Kim

doi dblp

Local Large Language Models for Recommendation.

Yujin Jeon|Jooyoung Kim|Joonseok Lee

doi dblp

Identifying Critical Segments Affecting Piano Performance Evaluation.

Hyerim Jeon|Wen-Syan Li

doi dblp

ST-LINK: Spatially-Aware Large Language Models for Spatio-Temporal Forecasting.

Hyotaek Jeon|Hyunwook Lee|Juwon Kim|Sungahn Ko

doi dblp

Entity-Aware Generative Retrieval for Personalized Contexts.

Jihyeong Jeon|Jiwon Lee|Cheol Ryu|U Kang

doi dblp

Seeing Through the Blur: Unlocking Defocus Maps for Deepfake Detection.

Minsun Jeon|Simon S. Woo

doi dblp

Leveraging Vulnerabilities in Temporal Graph Neural Networks via Strategic High-Impact Assaults.

Donghyun Jeon|Lijing Zhu|Haifang Li|Pengze Li|Jingna Feng|Tiehang Duan|Houbing Herbert Song|Cui Tao|Shuteng Niu

doi dblp

Adapting Large Language Models to Log Analysis with Interpretable Domain Knowledge.

Yuhe Ji|Yilun Liu|Feiyu Yao|Minggui He|Shimin Tao|Xiaofeng Zhao|Chang Su|Xinhua Yang|Weibin Meng|Yuming Xie|Boxing Chen|Shenglin Zhang|Yongqian Sun

doi dblp

SELF: Surrogate-light Feature Selection with Large Language Models in Deep Recommender Systems.

Pengyue Jia|Zhaocheng Du|Yichao Wang|Xiangyu Zhao|Xiaopeng Li|Yuhao Wang|Qidong Liu|Huifeng Guo|Ruiming Tang

doi dblp

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering.

Gongyao Jiang|Qiong Luo

doi dblp

An LLM-based Behavior Modeling Framework for Malicious User Detection.

Meng Jiang|Wenjie Wang|Chongming Gao|Shaofeng Hu|Kaishen Ou|Hui Lin|Fuli Feng

doi dblp

Balance and Brighten: A Twin-Propeller Network to Release Potential of Physics Laws for Traffic State Estimation.

Weihao Jiang|Yao Fu|Hong Zhao|Xiaoyu Cai|Ruiheng Yang|Linsen Li|Jiang Zhu

doi dblp

Exploring the Tradeoff Between Diversity and Discrimination for Continuous Category Discovery.

Ruobing Jiang|Yang Liu|Haobing Liu|Yanwei Yu|Chunyang Wang

doi dblp

Hierarchy-Consistent Learning and Adaptive Loss Balancing for Hierarchical Multi-Label Classification.

Ruobing Jiang|Mengzhe Liu|Haobing Liu|Yanwei Yu

doi dblp

Community-Aware Social Community Recommendation.

Runhao Jiang|Renchi Yang|Wenqing Lin

doi dblp

SUMMA: A Multimodal Large Language Model for Advertisement Summarization.

Weitao Jia|Yoo Kyung Jeong|Shuo Yin|Dahee Lee|Zhoufutu Wen|Namgi Han|Won Chul Kim|Han Wang|Min Song|Zehui Dai|Kun Zhang|Zhenyu Li|Tao Zeng|Xiaohui Lv

doi dblp

From Anchors to Answers: A Novel Node Tokenizer for Integrating Graph Structure into Large Language Models.

Yanbiao Ji|Chang Liu|Xin Chen|Dan Luo|Mei Li|Yue Ding|Wenqing Lin|Hongtao Lu

doi dblp

Point-DMAE: Point Cloud Self-supervised Learning via Density-directed Masked Autoencoders.

Xianglong Jin|Zheng Wang|Wenjie Zheng|Feiping Nie

doi dblp

Dangerous Language Habits! Exploiting Code-Mixing for Backdoor Attacks on NLP Models.

Haotian Jin|Haihui Fan|Jinchao Zhang|Yang Li|Bo Li|Junhao Zhou

doi dblp

Enhancing Information Diffusion Prediction via Multiple Granularity Hypergraphs and Position-aware Sequence Model.

Weikai Jing|Yuchen Wang|Haotong Du|Songxin Wang|Xiaoyu Li|Chao Gao

doi dblp

M3-Net: A Cost-Effective Graph-Free MLP-Based Model for Traffic Prediction.

Guangyin Jin|Sicong Lai|Xiaoshuai Hao|Jinlei Zhang|Mingtao Zhang

doi dblp

Motion-Based Bird-UAV Classification Using 3D-CNN for Long-Range Anti-UAV Systems.

Woo-Cheol Jin|Daegun Oh|Sang-Chul Lee|Ji-Woong Choi

doi dblp

Imputing Multi-Agent Trajectories from Event and Snapshot Data in Soccer.

Geonhee Jo|Miru Hong|Han-Jun Choi|Minho Lee|Pascal Bauer|Sang-Ki Ko

doi dblp

Rethinking the Training Paradigm of Discrete Token-Based Multimodal LLMs: An Analysis of Text-Centric Bias.

Wansik Jo|Jooyeong Na|Soyeon Hong|Seungtaek Choi|Hyunsouk Cho

doi dblp

Generative Recommendation with Semantic IDs: A Practitioner's Handbook.

Clark Mingxuan Ju|Liam Collins|Leonardo Neves|Bhuvesh Kumar|Louis Yufeng Wang|Tong Zhao|Neil Shah

doi dblp

Generalizing Query Performance Prediction under Retriever and Concept Shifts via Data-driven Correction.

Jaehwan Jung|Jong-June Jeon

doi dblp

CoCoTen: Detecting Adversarial Inputs to Large Language Models through Latent Space Features of Contextual Co-occurrence Tensors.

Sri Durga Sai Sowmya Kadali|Evangelos E. Papalexakis

doi dblp

GOProteinGNN: Leveraging Protein Knowledge Graphs for Protein Representation Learning.

Dan Kalifa|Uriel Singer|Kira Radinsky

doi dblp

Towards Equitable Coreset Selection: Addressing Challenges Under Class Imbalance.

Liyana Sahir Kallooriyakath|Anugu Namratha Reddy|B. Srinath Achary|Ashutosh Sharma|Krisha Shah|Sonia Gupta|Siddhartha Asthana

doi dblp

Efficiency Boost in Decentralized Optimization: Reimagining Neighborhood Aggregation with Minimal Overhead.

Durgesh Kalwar|Mayank Baranwal|Harshad Khadilkar

doi dblp

Causal Effect Variational Transformer for Public Health Measures and COVID-19 Infection Cluster Analysis.

Jinho Kang|Sungjun Lim|Hojun Park|Jiyoung Jung|Jaehun Jung|Kyungwoo Song

doi dblp

When Language Shapes Thought: Cross-Lingual Transfer of Factual Knowledge in Question Answering.

Eojin Kang|Juae Kim

doi dblp

Sarcasm Subtype-Specific Reasoning in Dialogue with Multimodal Cues Using Large Language Models.

Choongwon Kang|Wonbyung Lee|Seunghyun Hwang|Sunho Tae|Seungjong Sun|Jang-Hyun Kim

doi dblp

Curriculum Guided Personalized Subgraph Federated Learning.

Minku Kang|Hogun Park

doi dblp

CausalBench-ER: Causally-Informed Explanations and Recommendations for Reproducible Benchmarking.

Ahmet Kapkiç|Pratanu Mandal|Abhinav Gorantla|Shu Wan|Ertugrul Çoban|Paras Sheth|Huan Liu|K. Selçuk Candan

doi dblp

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation.

Mohsen Nayebi Kerdabadi|Arya Hadizadeh Moghaddam|Dongjie Wang|Zijun Yao

doi dblp

Reasoning over Incomplete Knowledge Graphs.

Ola El Khatib

doi dblp

Datasets for Supervised Adversarial Attacks on Neural Rankers.

Amir Khosrojerdi|Amin Bigdeli|Radin Hamidi Rad|Morteza Zihayat|Charles L. A. Clarke|Ebrahim Bagheri

doi dblp

Online Activation Value-aware Clustering and Aggregation for Faithful Argumentative Explanations.

Ungsik Kim|Jiho Bae|Sang-Min Choi|Suwon Lee

doi dblp

Upcycling Candidate Tokens of Large Language Models for Query Expansion.

Jinseok Kim|Sukmin Cho|Soyeong Jeong|Sangyeop Kim|Sungzoon Cho

doi dblp

Leveraging Multi-facet Paths for Heterogeneous Graph Representation Learning.

Jongwoo Kim|SeongYeub Chu|Hyeongmin Park|Bryan Wong|Keejun Han|Mun Yong Yi

doi dblp

Jailbreaking LLMs Through Cross-Cultural Prompts.

Damin Kim|Minseok Hur|Jeongin Lee|Moohong Min

doi dblp

The 1st International Workshop on Retrieval-driven Generative AI & ScienceON AI Challenge: RDGENAI 2025.

Eunhui Kim|Caren Han|Kyungtae Lim|Yesim Selcuk|Moonki Back|Sangjun Han|Kyong-Ha Lee

doi dblp

OASIS: Open-world Adaptive Self-supervised and Imbalanced-aware System.

Miru Kim|Mugon Joe|Minhae Kwon

doi dblp

When User Engagement Meets Structural Cohesiveness: A Decay-Driven Approach to Hypergraph Cores.

Hyewon Kim|Minseok Kim|Dahee Kim|Junghoon Kim

doi dblp

A Self-Supervised Mixture-of-Experts Framework for Multi-behavior Recommendation.

Kyungho Kim|Sunwoo Kim|Geon Lee|Kijung Shin

doi dblp

A Tutorial on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide.

Sunwoo Kim|Soo Yong Lee|Yue Gao|Alessia Antelmi|Mirko Polato|Kijung Shin

doi dblp

Where Does Legal AI Fail? Evaluating RAG Pipelines.

Yongjae Kim|Wonjae Lee

doi dblp

CR-SGCN: Unsupervised Signed Community Detection via Conductance Regularization.

Jeongseon Kim|Sungsu Lim

doi dblp

From Patterns to Predictions: A Shapelet-Based Framework for Directional Forecasting in Noisy Financial Markets.

Juwon Kim|Hyunwook Lee|Hyotaek Jeon|Seungmin Jin|Sungahn Ko

doi dblp

RadialFocus: Geometric Graph Transformers via Distance-Modulated Attention.

San Kim|Seungjun Lee|Sichan Oh|Jaekwang Kim

doi dblp

From Menus to the Interactive Food-Ordering Systems.

Min-Ji Kim|Seong-Jin Park|Jaehwan Ha|Ju-Won Seo|Dinara Aliyeva|Kang-Min Kim

doi dblp

Smart ECU: Scalable On-Vehicle Deployment of Drivetrain Fault Classification Systems for Commercial Electric Vehicles.

Jaeho Kim|Kwangryeol Park|Kyu Hwan Lee|Jeongmin Oh|Dongjin Park|Hyunseok Oh|Youngrock Chung|Kyung-Woo Lee|Dae-Un Sung|Seulki Lee

doi dblp

Exploring Diverse Sparse Network Structures via Dynamic Pruning with Weight Alignment.

Jinwoo Kim|Jongyun Shin|Sangho An|Jangho Kim

doi dblp

RuSemCor: A Word Sense Disambiguation corpus for Russian.

Alexander Kirillovich|Ilia Karpov|Natalia V. Loukachevitch|Maksim Kulaev|Dmitry Ilvovsky

doi dblp

Exploring Database Normalization Effects on SQL Generation.

Ryosuke Kohita

doi dblp

Taming the Unicorn: Turning Generative AI Into a Workhorse How to Draw Boundaries, Handle Hallucinations, and Make AI Behave in Product.

Marios Kokkodis|Purusoth Mahendran|Grace Boatwright

doi dblp

Learning Short-Term and Long-Term Patterns of High-Order Dynamics in Real-World Networks.

Yunyong Ko|Da Eun Lee|Song Kyung Yu|Sang-Wook Kim

doi dblp

Side Information Memory Network: Expanding the Breadth of User Behavior Sequences in Recommendation.

Zhoufan Kong|Fan Zhang|Qijie Shen|Junyan Qiu

doi dblp

Constructing Set-Compositional and Negated Representations for First-Stage Ranking.

Antonios Minas Krasakis|Andrew Yates|Evangelos Kanoulas

doi dblp

Graph Neural Network Architecture Search via Hybrid Genetic Algorithm with Parallel Tempering.

Maciej Krzywda

doi dblp

How to Make Museums More Interactive? Case Study of Artistic Chatbot.

Filip J. Kucia|Anna Wróblewska|Bartosz Grabek|Szymon D. Trochimiak

doi dblp

On Evaluating Loss Functions for Stock Ranking: An Empirical Analysis with Transformer Model.

Jan Kwiatkowski|Jaroslaw A. Chudziak

doi dblp

NLP-QA: A Large-scale Benchmark for Informative Question Answering over Natural Language Processing Documents.

Avishek Lahiri|Debarshi Kumar Sanyal|Imon Mukherjee

doi dblp

FairRegBoost: An End-to-End Data Processing Framework for Fair and Scalable Regression.

Nico Lässig|Melanie Herschel

doi dblp

THEME: Enhancing Thematic Investing with Semantic Stock Representations and Temporal Dynamics.

Hoyoung Lee|Wonbin Ahn|Suhwan Park|Jaehoon Lee|Minjae Kim|Sungdong Yoo|Taeyoon Lim|Woohyung Lim|Yongjae Lee

doi dblp

Advanced Privacy Protection in Federated Learning using Server-initiated Homomorphic Encryption.

Cameron Lee|Matthew L. Daggitt|Yansong Gao|Jin B. Hong

doi dblp

Deceptive Synthetic Updates: Stealth Free-Rider Attack on Model Aggregation in Federated Learning.

Youngjoon Lee|Jinu Gong|Joonhyuk Kang

doi dblp

Mitigating Distribution Shift in Stock Price Data via Return-Volatility Normalization for Accurate Prediction.

Hyunwoo Lee|Jihyeong Jeon|Jaemin Hong|U Kang

doi dblp

EdgeSLU: 1.58-bit Voice Control Framework.

Seungeon Lee|Junuk Jung|Sanghyun Jung|Changbeom Kang|Jaeyoon Yoo

doi dblp

Context-aware Sequential Bundle Recommendation via User-specific Representations.

Jaeri Lee|U Kang

doi dblp

Learning Graph Edit Distance via Node Matching Patterns.

Junkyu Lee|Jongik Kim

doi dblp

Anomaly Detection for Advanced Driver Assistance System with NCDE-based Normalizing Flow.

Kangjun Lee|Minha Kim|Youngho Jun|Simon S. Woo

doi dblp

Spectral Edge Encoding - SEE: Does Structural Information Really Enhance Graph Transformer Performance?

Seungjun Lee|San Kim|Johyeon Kim|Jaekwang Kim

doi dblp

Pedagogy-R1: Pedagogical Large Reasoning Model and Well-balanced Educational Benchmark.

Unggi Lee|Jaeyong Lee|Jiyeong Bae|Yeil Jeong|Junbo Koh|Gyeonggeon 'Boaz' Lee|Gunho Lee|Taekyung Ahn|Hyeoncheol Kim

doi dblp

BOVIS: Bias-Mitigated Object-Enhanced Visual Emotion Analysis.

Yubeen Lee|Sangeun Lee|Junyeop Cha|Jufeng Yang|Eunil Park

doi dblp

D-HAT: Dynamic Hypergraph Representation Learning with Attention-Based Multi-Level Hypergraph Sampling.

Ah-Hyun Lee|Gordon Euhyun Moon

doi dblp

Advances in Financial AI: Innovations, Risk, and Responsibility in the Era of LLMs.

Yongjae Lee|Nazanin Mehrasa|Chanyeol Choi|Chung-Chi Chen|Dhagash Mehta|Stefan Zohren|Yoon Kim|Chulheum Lee|Yeonhee Lee|Eunsook Oh

doi dblp

Mitigating Knowledge Degradation Caused by Knowledge Editing on Identical Subjects through Two-Step Editing.

Seonghee Lee|Geon Park|Geunyeong Jeong|Juoh Sun|Harksoo Kim

doi dblp

SwaGNER: Leveraging Span-aware Grid Transformers for Accurate Nested Named Entity Recognition.

Seungjoo Lee|Yong-chan Park|U Kang

doi dblp

Amortized Baseline Selection via Rank-Revealing QR for Efficient Model Explanation.

Chanwoo Lee|Youngjin Park|Hyeongeun Lee|Yeeun Yoo|Daehee Han|Junho Choi|Geonhyeong Kim|Nari Kim|Jaesik Choi

doi dblp

Waypoint POI Recommendation for Vehicle Navigation Services using Hierarchical Graphs and Contrastive Learning.

Jongsoo Lee|Heejun Shin|Namhyuk Kim|Dong-Kyu Chae

doi dblp

PlaceSim: An LLM-based Interactive Platform for Human Behavior Simulation in Physical Facilities.

Suhyeon Lee|Youngjun Yu|Donghyuk Shin|Rita Singh

doi dblp

What Data is Really Necessary? A Feasibility Study of Inference Data Minimization for Recommender Systems.

Jens Leysen|Marco Favier|Bart Goethals

doi dblp

Linking Ordered and Orderless Modeling for Sequential Recommendation.

Puneet Agarwal|Min Gao|Sijia Li|Maya Ramanath|Zongwei Wang|Puneet Agarwal|Min Gao|Yibing Bai|Maya Ramanath|Zongwei Wang|Gautam Shroff|Yibing Bai|Gautam Shroff|Wuhan Chen

doi dblp

BordaRAG: Resolving Knowledge Conflict in Retrieval-Augmented Generation via Borda Voting Process.

Yuxin Li|Chen Xu|Jun Xu|Ji-Rong Wen

doi dblp

Exploring the Upper Limits of Text-Based Collaborative Filtering Using Large Language Models: Discoveries and Insights.

Ruyu Li|Wenhao Deng|Yu Cheng|Zheng Yuan|Jiaqi Zhang|Fajie Yuan

doi dblp

QGCMA: A Framework for Knowledge-Based Visual Question Answering.

Wei Li|Zhixin Li

doi dblp

Taming Ultra-Long Behavior Sequence in Session-wise Generative Recommendation.

Wuchao Li|Shiyao Wang|Kuo Cai|Jiaxin Deng|Xingmei Wang|Qigen Hu|Defu Lian|Guorui Zhou

doi dblp

Dynamic Reserve Price Design with Distributed Solving Algorithm.

Mang Li

doi dblp

Fast Outlier Detection in Oblique Subspaces.

Bowen Li|Charu C. Aggarwal|Peixiang Zhao

doi dblp

UniECS: Unified Multimodal E-Commerce Search Framework with Gated Cross-modal Fusion.

Zihan Liang|Yufei Ma|Zhipeng Qian|Huangyu Dai|Zihan Wang|Ben Chen|Chenyi Lei|Yuqing Ding|Han Li

doi dblp

Calibrating on Kolmogorov-Arnold Network.

Wenhao Liang|Wei Emma Zhang|Lin Yue|Miao Xu|Olaf Maennel|Weitong Chen

doi dblp

Calibrating on Medical Segmentation Model through Signed Distance.

Wenhao Liang|Wei Emma Zhang|Lin Yue|Miao Xu|Olaf Maennel|Weitong Chen

doi dblp

Bridging Queries and Tables through Entities in Open-Domain Table Retrieval.

Da Li|Keping Bi|Jiafeng Guo|Xueqi Cheng

doi dblp

A Comprehensive Toolkit for Generalized Robust Vision.

Zhao Li|Yuefeng Chen|Hui Xue|Xiaofeng Mao

doi dblp

KUG: Joint Enhancement of Internal and External Knowledge for Retrieval-Augmented Generation.

Mingyang Li|Shisong Chen|Shengkun Tu|Ziyi Du|Jinghao Zhang|Zhixu Li|Yanghua Xiao

doi dblp

OASIS: Harnessing Diffusion Adversarial Network for Ocean Salinity Imputation using Sparse Drifter Trajectories.

Bo Li|Yingqi Feng|Ming Jin|Xin Zheng|Yufei Tang|Laurent M. Chérubin|Can Wang|Alan Wee-Chung Liew|Qinghua Lu|Jingwei Yao|Hong Zhang|Shirui Pan|Xingquan Zhu

doi dblp

Generative Models for Synthetic Data: Transforming Data Mining in the GenAI Era.

Dawei Li|Yue Huang|Ming Li|Tianyi Zhou|Xiangliang Zhang|Huan Liu

doi dblp

From Rules to Flexibility: A Resource and Method for SEC Item Extraction in Post-2021 10-K Filings.

Xiao Li|Changhong Jin|Ruihai Dong

doi dblp

Content-Agnostic Moderation for Stance-Neutral Recommendations.

Nan Li|Bo Kang|Tijl De Bie

doi dblp

OFedED: One-shot Federated Learning with Model Ensemble and Dataset Distillation.

Xuhui Li|Zhengquan Luo|Zihui Cui|Xin Cao|Zhiqiang Xu

doi dblp

Contextual Representation Anchor Network for Mitigating Selection Bias in Few-Shot Drug Discovery.

Ruifeng Li|Wei Liu|Xiangxin Zhou|Mingqian Li|Qiang Zhang|Hongyang Chen|Xuemin Lin

doi dblp

Ensemble Pruning via Graph Neural Networks.

Yuanke Li|Yiyang Liu|Dongmian Zou|Hongfei Wang

doi dblp

TKHist: Cardinality Estimation for Join Queries via Histograms with Dominant Attribute Correlation Finding.

Renrui Li|Qingzhi Ma|Jiajie Xu|Lei Zhao|An Liu

doi dblp

Federated Continual Recommendation.

Jaehyung Lim|Wonbin Kweon|Woojoo Kim|Junyoung Kim|Seongjin Choi|Dongha Kim|Hwanjo Yu

doi dblp

EAPformer: Entropy-Aware Patch Transformer for Multivariate Long-Term Time Series Forecasting.

Jiahao Ling|Xuan Yang|Shimin Gong|Bo Gu

doi dblp

GReF: A Unified Generative Framework for Efficient Reranking via Ordered Multi-token Prediction.

Zhijie Lin|Zhuofeng Li|Chenglei Dai|Wentian Bao|Shuai Lin|Enyun Yu|Haoxiang Zhang|Liang Zhao

doi dblp

Crocodile: Cross Experts Covariance for Disentangled Learning in Multi-Domain Recommendation.

Zhutian Lin|Junwei Pan|Haibin Yu|Xi Xiao|Ximei Wang|Zhixiang Feng|Shifeng Wen|Shudong Huang|Dapeng Liu|Lei Xiao

doi dblp

SC-DAG: Semantic-Constrained Diffusion Attacks for Stealthy Exposure Manipulation in Visually-Aware Recommender Systems.

Ze Lin|Yuqiu Qian|Xiaodong Li|Ziyu Lyu|Hui Li

doi dblp

Position-Agnostic Probabilistic Generation for Robust Steganographic Text.

Shuo Lin|Zhenyang Shen|Xiang Li|Jiacheng Fan|Sixing Wu

doi dblp

ConGM: Contrastive Graph Matching for Graph Self-Supervised Learning.

Hongxiang Lin|Lei Wang|Huiying Hu|Xiaoqing Lyu

doi dblp

Stratified Expert Cloning for Retention-Aware Recommendation at Scale.

Chengzhi Lin|Annan Xie|Shuchang Liu|Wuhong Wang|Chuyuan Wang|Yongqi Liu|Han Li

doi dblp

Tilia: Enhancing LIME with Decision Tree Surrogates.

Jihang Li|Jiacheng Qiu|Yin-Ping Zhao|Zeyi Wen

doi dblp

Seeing Sequences like Humans: Pattern Classification Driven Time-Series Forecasting via Vision Language Models.

Xingyu Liu|Min Gao|Zongwei Wang|Yinbing Bai

doi dblp

Monte Carlo Tree Search for Graph Reasoning in Large Language Model Agents.

Lihui Liu

doi dblp

Masked Graph Distance Network for Accurate Subgraph Similarity Computation.

Xijuan Liu|Yin Chen|Fan Li|Xiaoyang Wang|Haiyang Hu|Ying Zhang

doi dblp

ECKGBench: Benchmarking Large Language Models in E-commerce Leveraging Knowledge Graph.

Langming Liu|Haibin Chen|Yuhao Wang|Yujin Yuan|Shilei Liu|Wenbo Su|Xiangyu Zhao|Bo Zheng

doi dblp

AdaPatch: Adaptive Patch-Level Modeling for Non-Stationary Time Series Forecasting.

Kun Liu|Zhongjie Duan|Cen Chen|Yanhao Wang|Dawei Cheng|Yuqi Liang

doi dblp

AutoDW-TS: Automated Data Wrangling for Time-Series Data.

Lei Liu|So Hasegawa|Shailaja Keyur Sampat|Mehdi Bahrami|Wei-Peng Chen|Kodai Toyota|Takashi Kato|Takumi Akazaki|Akira Ura|Tatsuya Asai

doi dblp

Improved Personalized Headline Generation via Denoising Fake Interests from Implicit Feedback.

Kejin Liu|Junhong Lian|Xiang Ao|Ningtao Wang|Xing Fu|Yu Cheng|Weiqiang Wang|Xinyu Liu

doi dblp

CSMD: Curated Multimodal Dataset for Chinese Stock Analysis.

Yu Liu|Zhuoying Li|Ruifeng Yang|Fengran Mo|Cen Chen

doi dblp

LLMCBR: Large Language Model-based Multi-View and Multi-Grained Learning for Bundle Recommendation.

Shiqin Liu|Chaozhuo Li|Minjun Zhao|Litian Zhang|Jiajun Bu

doi dblp

Enabling Group Fairness in Machine Unlearning via Distribution Correction.

Yezi Liu|Yanning Shen

doi dblp

Token-Fusion: A Sparse Expert Routing Method for Multi-task Data Matching.

Fangnuo Liu|Derong Shen

doi dblp

Few-Shot Knowledge Graph Completion via Transfer Knowledge from Similar Tasks.

Lihui Liu|Zihao Wang|Dawei Zhou|Ruijie Wang|Yuchen Yan|Bo Xiong|Sihong He|Hanghang Tong

doi dblp

A Soft-partitioned Semi-supervised Collaborative Transfer Learning Approach for Multi-Domain Recommendation.

Xiaoyu Liu|Yiqing Wu|Ruidong Han|Fuzhen Zhuang|Xiang Li|Wei Lin

doi dblp

Exploring Reasoning-Infused Text Embedding with Large Language Models for Zero-Shot Dense Retrieval.

Yuxiang Liu|Tian Wang|Gourab Kundu|Tianyu Cao|Guang Cheng|Zhen Ge|Jianshu Chen|Qingjun Cui|Trishul Chilimbi

doi dblp

Enhancing Recommendation with Reliable Multi-profile Alignment and Collaborative-aware Contrastive Learning.

Yibin Liu|Jianyu Zhang|Shijian Li

doi dblp

Structure-Attribute Transformations with Markov Chain Boost Graph Domain Adaptation.

Zhen Liu|Yongtao Zhang|Shaobo Ren|Yuxin You

doi dblp

Give Me Some SALT: Structure-Aware Link Modeling for Temporal Weighted Link Prediction.

Ting Li|Hanchen Wang|Yiran Li|Xiaolei Liu

doi dblp

VocQuiz: Vocabulary Question Generation for English Language Education.

Yongqi Li|Jiajun Wu|Shangqing Tu|Jifan Yu|Huiqin Liu|Lei Hou|Juanzi Li

doi dblp

Improving Rare and Common ICD Coding via a Multi-Agent LLM-Based Approach.

Rumeng Li|Xun Wang|Hong Yu

doi dblp

Differentiable Probabilistic Logic Reasoning For Knowledge Graph Completion.

Zhongbin Li|Lixing Yu|Kun Yue|Xinquan Wu

doi dblp

Structural Entropy-based Multivariate Time Series Forecasting.

Xinhui Li|Kun Yue|Lixing Yu|Peizhong Yang

doi dblp

Improving Content Anomaly Detection on Social Media via Counterfactual Mitigation of Social Event-Induced Bias.

Jiaxin Li|Geng Zhao

doi dblp

EI-KGC: A Knowledge Graph Completion Model Based on Fine-Grained Element Interactions.

Dong Li|Lingling Zhang|Yuhang Fan|Jingyou Sun|Xinyu Zhang|Baoyan Song

doi dblp

SCAlign: Transaction Event Prediction via Multi-Scale Market Dynamics Alignment.

Boyang Li|Lingzheng Zhang|Fugee Tsung|Xi Zhang

doi dblp

Chunked Data Shapley: A Scalable Dataset Quality Assessment for Machine Learning.

Andreas Loizou|Dimitrios Tsoumakos

doi dblp

CoinCLIP: A Multimodal Framework for Assessing Viability in Web3 Memecoins.

Hou-Wan Long|Hongyang Li|Wei Cai

doi dblp

Harnessing Large Language Models for Group POI Recommendations.

Jing Long|Liang Qu|Junliang Yu|Tong Chen|Quoc Viet Hung Nguyen|Hongzhi Yin

doi dblp

KP-Agent: Keyword Pruning in Sponsored Search Advertising via LLM-Powered Contextual Bandits.

Hou-Wan Long|Yicheng Song|Zidong Wang|Tianshu Sun

doi dblp

ParaStyleTTS: Toward Efficient and Robust Paralinguistic Style Control for Expressive Text-to-Speech Generation.

Haowei Lou|Hye-young Paik|Wen Hu|Lina Yao

doi dblp

Achoio: A Skill-Aware Evaluation Management System for Text-To-Speech Research.

Haowei Lou|Hye-Young Paik|Basem Suleiman|Wen Hu|Lina Yao

doi dblp

Dual Denoising Diffusion Model for Session-based Social Recommendation.

Mengying Lu|Hai-Tao Zheng|Lan Zhou|Qi Li|Jinxiao Shan|Zhixing Li|Hong-Gee Kim

doi dblp

Prompt Tuning as User Inherent Profile Inference Machine.

Yusheng Lu|Zhaocheng Du|Xiangyang Li|Pengyue Jia|Yejing Wang|Weiwen Liu|Yichao Wang|Huifeng Guo|Ruiming Tang|Zhenhua Dong|Yongrui Duan|Xiangyu Zhao

doi dblp

Anchor-based Pairwise Comparison via Large Language Model for Recommendation Reranking.

Qin Luo|Erjia Chen|Zhao Shi|Bang Wang

doi dblp

Using Large Language Models to Improve Product Information in E-commerce Catalogs.

Gang Luo|Julien Han|Hayreddin Çeker|Karim Bouyarmane

doi dblp

ROI Scan: LLM-powered Object-level Similarity Search for Google Ads Content Moderation.

Enming Luo|Yintao Liu|Dongjin Kwon|Rich Munoz|Wei Qiao|Nic Trieu|Eric Xiao|Jimin Li|Laurel Graham|Ariel Fuxman

doi dblp

Bridging the Gap between Knowledge Graphs and LLMs for Multi-hop Question Answering.

Shijie Luo|Xinyuan Lu|Qinpei Zhao|Weixiong Rao

doi dblp

Collaborative Interest Mining Network for Knowledge Graph-based Recommendation.

Jie Luo|Ying Pan|Guoliang Huang

doi dblp

TRAWL: External Knowledge-Enhanced Recommendation with LLM Assistance.

Weiqing Luo|Chonggang Song|Lingling Yi|Gong Cheng

doi dblp

ORCA: Mitigating Over-Reliance for Multi-Task Dwell Time Prediction with Causal Decoupling.

Huishi Luo|Fuzhen Zhuang|Yongchun Zhu|Yiqing Wu|Bo Kang|Ruobing Xie|Feng Xia|Deqing Wang|Jin Dong

doi dblp

MARM: Unlocking the Recommendation Cache Scaling-Law through Memory Augmentation and Scalable Complexity.

Xiao Lv|Jiangxia Cao|Shijie Guan|Xiaoyou Zhou|Zhiguang Qi|Yaqiang Zang|Ben Wang|Guorui Zhou

doi dblp

MetaCAN: Improving Generalizability of Few-shot Anomaly Detection with Meta-learning.

Zhisheng Lv|Jianfeng Zhang|Songlei Jian|Chenlin Huang|Hongguang Zhang|Guansong Pang|Zhong Liu

doi dblp

LEI: Reinforced Multi-Object Cache Admission.

Hexuan Lv|Yuhai Zhao|Sice Wang

doi dblp

LLM4IA: Index Advising Via Large Language Models.

Xian Lyu|Junbiao Zhang|Yihang Zheng|Guoliang Li|Chen Lin

doi dblp

Image Hashing Based on Hamming Ball Spacing.

Zhaomeng Ma|Haoran Chang|Hailong Shen|Yanzhi Song

doi dblp

From Post To Personality: Harnessing LLMs for MBTI Prediction in Social Media.

Tian Ma|Kaiyu Feng|Yu Rong|Kangfei Zhao

doi dblp

kNNBE: Incorporating Labeled Sentences in Bi-encoder Inference for Fast and Accurate Skill Mapping.

Takuya Makino

doi dblp

IclForge: Enhancing In-Context Learning with Evolutionary Algorithms under Budgeted Annotation.

Vijit Malik|Atul Pande|Anirban Majumder

doi dblp

Multi-Task Learning through Hierarchical Information Sharing and Transfer.

Yufan Mao|Jingran Xu|Liang Zhang|Xiyue Hou|Yongbo Jin|Yingming Li|Linjian Mo

doi dblp

Leveraging Intra-Modal Consistency for Cross-Modal Alignment and Retrieval.

Fengyang Mao|Xiaodong Yue|Yufei Chen|Jiaqing Ma|Zheran Zhang|Jie Shi

doi dblp

As Good as It KAN Get: High-Fidelity Audio Representation.

Patryk Marszalek|Maciej Rut|Piotr Kawa|Przemyslaw Spurek|Piotr Syga

doi dblp

Real until proven fake - Source-Level Audio Deepfake Detection (with PIPNet).

Alicja Martinek

doi dblp

SMTIR: Scenario-Aware Multi-Trigger Induction Network for CTR Prediction.

Xuan Ma|Yu Shi|Hao Peng|Jia Duan|Zhanhao Ye|Kunyao Wang|Kai Yan|Long Chen|Zehua Zhang|Changping Peng|Zhangang Lin|Ching Law

doi dblp

Reconsidering the Performance of GAE in Link Prediction.

Weishuo Ma|Yanbo Wang|Xiyuan Wang|Muhan Zhang

doi dblp

Multimodal Sentiment Analysis with Multi-Perspective Thinking via Large Multimodal Models.

Juhao Ma|Shuai Xu|Yicong Li|Xiaoming Fu

doi dblp

Tight Bounds for Jensen's Gap with Applications to Variational Inference.

Marcin Mazur|Tadeusz Dziarmaga|Piotr Koscielniak|Lukasz Struski

doi dblp

Dense Retrieval for Aggregated Search.

Lang Mei|Sijie Liu|Ziyuan Zhao|Rolan Yan|Jiaxin Mao|Jirong Wen

doi dblp

FinD3: A Dual 3D State Space Model with Dynamic Hypergraph for Financial Stock Prediction.

Jieyuan Mei|Jindong Tian|Ronghui Xu|Hanyue Wei|Chenjuan Guo|Bin Yang

doi dblp

Usefulness and Diminishing Returns: Evaluating Social Information in Recommender Systems.

Qing Meng|Huiyu Min|Ming Shan Hee|Roy Ka-Wei Lee|Bing Tian Dai|Shuai Xu

doi dblp

Semantic Filter Recommendation for eCommerce Search.

Kilian Merkelbach|Antonino Freno

doi dblp

A Cost-Effective Framework to Evaluate LLM-Generated Relevance Judgements.

Simone Merlo|Stefano Marchesin|Guglielmo Faggioli|Nicola Ferro

doi dblp

SmaLLEXT: 1st Workshop on Small and Efficient Large Language Models for Knowledge Extraction.

Felice Antonio Merra|Kristian Skracic|Daniele Malitesta|Jacek Golebiowski|Pasquale Minervini

doi dblp

Reverse Chain-of-Thought and Causal Path Verification: A Modular Plugin for Aligning LLMs with Knowledge Graphs.

Dezhuang Miao|Yibin Du|Xiang Li|Xiaoming Zhang|Jiahe Li|Bo Zhang|Bingyu Yan|Lian Zhang|Litian Zhang

doi dblp

EFU: Enforcing Federated Unlearning via Functional Encryption.

Samaneh Mohammadi|Vasileios Tsouvalas|Iraklis Symeonidis|Ali Balador|Tanir Ozcelebi|Francesco Flammini|Nirvana Meratnia

doi dblp

Towards Adaptive Personalized Conversational Information Retrieval.

Fengran Mo|Yuchen Hui|Yuxing Tian|Zhaoxuan Tan|Chuan Meng|Zhan Su|Kaiyu Huang|Jian-Yun Nie

doi dblp

Multimodal Banking Dataset: Understanding Client Needs through Event Sequences.

Dzhambulat Mollaev|Ivan Kireev|Mikhail Orlov|Alexander Kostin|Ivan Karpukhin|Maria Postnova|Gleb Gusev|Andrey V. Savchenko

doi dblp

LLM-Enhanced Linear Autoencoders for Recommendation.

Jaewan Moon|Seongmin Park|Jongwuk Lee

doi dblp

Learning Optimal Personalised Reservation Prices in Impression Ad Auctions with Mixture Density Networks.

Dmitrii Moor|Emma Zetterdahl|Paul van Vliet|Zhenwen Dai|Mounia Lalmas

doi dblp

Improving Text Embedding Models with Positive-aware Hard-negative Mining.

Gabriel de Souza Pereira Moreira|Radek Osmulski|Mengyao Xu|Ronay Ak|Benedikt Schifferer|Even Oldridge

doi dblp

Latent Variable Modeling for Robust Causal Effect Estimation.

Tetsuro Morimura|Tatsushi Oka|Yugo Suzuki|Daisuke Moriwaki

doi dblp

Get Global Guarantees: On the Probabilistic Nature of Perturbation Robustness.

Wenchuan Mu|Kwan Hui Lim

doi dblp

Bayesian Privacy Guarantee for User History in Sequential Recommendation Using Randomised Response.

Wenchuan Mu|Kwan Hui Lim

doi dblp

GraFS: An Integrated GNN-LLM Approach for Inferring Best Functional Substitute Products.

Favour Nerrise|Edward W. Huang|Xiaonan Ji|Karthik Subbian|Danai Koutra

doi dblp

Multi-modal Adaptive Mixture of Experts for Cold-start Recommendation.

Van-Khang Nguyen|Duc-Hoang Pham|Huy-Son Nguyen|Cam-Van Thi Nguyen|Hoang-Quynh Le|Duc-Trong Le

doi dblp

A Content-Driven Micro-Video Recommendation Dataset at Scale.

Yongxin Ni|Yu Cheng|Xiangyan Liu|Junchen Fu|Youhua Li|Xiangnan He|Yongfeng Zhang|Fajie Yuan

doi dblp

PriviRec: Confidential and Decentralized Graph Filtering for Recommender Systems.

Julien Nicolas|César Sabater|Mohamed Maouche|Mark Coates|Sonia Ben Mokhtar

doi dblp

Addressing Personalized Bias for Unbiased Learning to Rank.

Zechun Niu|Lang Mei|Liu Yang|Ziyuan Zhao|Qiang Yan|Jiaxin Mao|Ji-Rong Wen

doi dblp

Solar Forecasting with Causality: A Graph-Transformer Approach to Spatiotemporal Dependencies.

Yanan Niu|Demetri Psaltis|Christophe Moser|Luisa Lambertini

doi dblp

Externalizing Social-Cognitive Structures for User Modeling: Toward Theory-Driven Profiling with LLMs.

Taehyung Noh|Seungwan Jin|Haein Yeo|Kyungsik Han

doi dblp

Uncovering the Persuasive Fingerprint of LLMs in Jailbreaking Attacks.

Havva Alizadeh Noughabi|Julien Serbanescu|Fattane Zarrinkalam|Ali Dehghantanha

doi dblp

POLAR: Policy Optimization for Literature Analysis under Review Constraints.

Giorgio Maria Di Nunzio

doi dblp

Modeling Irregular Astronomical Time Series with Neural Stochastic Delay Differential Equations.

Hui Yang|Seungsu Kam|Yongkyung Oh|Seungsu Kam|Hui Yang|Dongyoung Lim|Sungil Kim

doi dblp

Neural Differential Equations for Continuous-Time Analysis.

Yongkyung Oh|Dongyoung Lim|Sungil Kim

doi dblp

TANDEM: Temporal Attention-guided Neural Differential Equations for Missingness in Time Series Classification.

Yongkyung Oh|Dongyoung Lim|Sungil Kim|Alex A. T. Bui

doi dblp

FairSplit: Mitigating Bias in Graph Neural Networks through Sensitivity-based Edge Partitioning.

Indranil Ojha|Kushal Bose|Swagatam Das

doi dblp

S2Cap: A Benchmark and a Baseline for Singing Style Captioning.

Hyunjong Ok|Jaeho Lee

doi dblp

Revisiting Pre-processing Group Fairness: A Modular Benchmarking Framework.

Brodie Oldfield|Ziqi Xu|Sevvandi Kandanaarachchi

doi dblp

QueryBridge: One Million Annotated Questions with SPARQL Queries - Dataset for Question Answering over Knowledge Graphs.

Abdelghny Orogat|Ahmed El-Roby

doi dblp

Disentangling Complex Questions in LLMs via Multi-Hop Dependency Graphs.

Roland Oruche|Alphaeus Dmonte|Vani Seth|Zian Zeng|Yuanxun Zhang|Marcos Zampieri|Prasad Calyam

doi dblp

Portuguese post-OCR Resources for Text Optimisation.

Tomás Freitas Osório|Henrique Lopes Cardoso

doi dblp

Multimodal Sentiment Analysis via Progressive Fusion of Audio-Visual Affective Descriptions.

Lisong Ou|Zhixin Li

doi dblp

Building Safer Sites: A Large-Scale Multi-Level Dataset for Construction Safety Benchmark.

Zhenhui Ou|Dawei Li|Zhen Tan|Wenlin Li|Huan Liu|Siyuan Song

doi dblp

STKGNN: Scalable Spatio-Temporal Knowledge Graph Reasoning for Activity Recognition.

Gözde Ayse Tataroglu Özbulak|Yash Raj Shrestha|Jean-Paul Calbimonte

doi dblp

Trustworthy AI Psychotherapy: Multi-Agent LLM Workflow for Counseling and Explainable Mental Disorder Diagnosis.

Mithat Can Ozgun|Jiahuan Pei|Koen V. Hindriks|Lucia Donatelli|Qingzhi Liu|Junxiao Wang

doi dblp

terazi: AI Fairness Tool for Doubly Imbalanced Data.

Asli Umay Öztürk|Yigit Sever|Ata Yalcin|Viktoria Pauw|Stephan Hachinger|Ismail Hakki Toroslu|Pinar Karagoz

doi dblp

On the Gap Between Diffusion and Transformer Multi-Tabular Generation.

Gijs Paardekooper|Jeroen M. Galjaard|Lydia Y. Chen

doi dblp

MRCLQR: A Framework for Logical Query Reasoning Based on Multi-information Relation Constraints.

Pengwei Pan|Yu Liu|Jun Ma|Jianfeng Qu|Wen Hua|Yanmei Kang

doi dblp

Eliminating Sentiment Bias in Recommender Systems by Counterfactual Inference.

Le Pan|Yuanjiang Cao|Chengkai Huang|Wenjie Zhang|Lina Yao

doi dblp

Contextual Attention Modulation: Towards Efficient Multi-Task Adaptation in Large Language Models.

Dayan Pan|Zhaoyang Fu|Jingyuan Wang|Xiao Han|Yue Zhu|Xiangyu Zhao

doi dblp

Revisiting Long-Tailed Learning: Insights from an Architectural Perspective.

Yuhan Pan|Yanan Sun|Wei Gong

doi dblp

Numerical Linear Algebraic Foundations for Large-Scale Unsupervised Learning.

Haesun Park

doi dblp

Temporal Distance-aware Subgoal Generation for Offline Hierarchical Reinforcement Learning.

Taegeon Park|Seungho Baek|Jongchan Park|Seungjun Oh|Yusung Kim

doi dblp

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting.

Yujin Park|Haejun Chung|Ikbeom Jang

doi dblp

AnDri: A System for Anomaly and Drift co-Detection.

Jongjun Park|Ziqi Guo|Fei Chiang

doi dblp

A Pivot-Enhanced Question Answering Framework: Using Iterative Sub-Question Decomposition and Answer-to-Question Verification.

Seyeon Park|Beakcheol Jang

doi dblp

MOHPER: Multi-objective Hyperparameter Optimization Framework for E-commerce Retrieval System.

Jungbae Park|Heonseok Jang

doi dblp

ASAP: Unsupervised Post-training with Label Distribution Shift Adaptive Learning Rate.

Heewon Park|Mugon Joe|Miru Kim|Minhae Kwon

doi dblp

Federated Gradient Boosting for Financial Fraud Detection: An Empirical Study in the Banking Sector.

Dae-Young Park|In-Young Ko|Taek-Ho Lee|Junghye Lee

doi dblp

FnRGNN: Distribution-aware Fairness in Graph Neural Network.

SoYoung Park|Sungsu Lim

doi dblp

TwinBandit Prompt Optimizer: Adaptive Prompt Optimization via Synergistic Dual MAB-Guided Feedback.

Young-Joon Park|Seong-Ryeong Lee|Anh-Dung Vo|Minsung Jung|Daewoo Choi

doi dblp

SemiSegECG: A Multi-Dataset Benchmark for Semi-Supervised Semantic Segmentation in ECG Delineation.

Minje Park|Jeonghwa Lim|Taehyung Yu|Sunghoon Joo

doi dblp

Beyond Masking: Landmark-based Representation Learning and Knowledge-Distillation for Audio-Visual Deepfake Detection.

Chan Park|Muhammad Shahid Muneer|Simon S. Woo

doi dblp

Investigating the Usage and Evaluation of Quantum Computing Technologies for Information Access.

Andrea Pasin

doi dblp

How Fair is FAIR? Understanding LOD Cloud FAIRness Through Correlation Patterns.

Maria Angela Pellegrino|Gabriele Tuozzo

doi dblp

Dialogues Aspect-based Sentiment Quadruple Extraction via Structural Entropy Minimization Partitioning.

Kun Peng|Cong Cao|Hao Peng|Zhifeng Hao|Lei Jiang|Kongjing Gu|Yanbing Liu|Philip S. Yu

doi dblp

Expert-Guided Diffusion Planner for Auto-Bidding.

Yunshan Peng|Wenzheng Shu|Jiahao Sun|Yanxiang Zeng|Jinan Pang|Wentao Bai|Yunke Bai|Xialong Liu|Peng Jiang

doi dblp

Data-centric Prompt Tuning for Dynamic Graphs.

Yufei Peng|Cheng Yang|Zhengjie Fan|Chuan Shi

doi dblp

DistillCaps: Enhancing Audio-Language Alignment in Captioning via Retrieval-Augmented Knowledge Distillation.

Thinh Pham|Nghiem Tuong Diep|Lizi Liao|Binh T. Nguyen

doi dblp

Oblivious Johnson-Lindenstrauss embeddings for compressed Tucker decompositions.

Matthew Pietrosanu|Bei Jiang|Linglong Kong

doi dblp

Evaluating Robustness of LLMs in Question Answering on Multilingual Noisy OCR Data.

Bhawna Piryani|Jamshid Mozafari|Abdelrahman Abdallah|Antoine Doucet|Adam Jatowt

doi dblp

Do Recommender Systems Really Leverage Multimodal Content? A Comprehensive Analysis on Multimodal Representations for Recommendation.

Claudio Pomo|Matteo Attimonelli|Danilo Danese|Fedelucio Narducci|Tommaso Di Noia

doi dblp

The Landscape of Foundation Models for Molecular Chemistry.

Mateusz Praski

doi dblp

Constraint Back-translation Improves Complex Instruction Following of Large Language Models.

Yunjia Qi|Hao Peng|Xiaozhi Wang|Bin Xu|Lei Hou|Juanzi Li

doi dblp

Invariant Treatment Effect Estimation via Consistent Constraints and Information Bottleneck.

Siwei Qiang

doi dblp

GLCN: Treatment Effect Estimation via Global-Local Networks with Adversarial Debiasing.

Siwei Qiang

doi dblp

LLMCE: Adapting LLMs with Adversarial Debiasing for Counterfactual Estimation over Time.

Siwei Qiang

doi dblp

Personalized Federated Recommendation with Multi-Faceted User Representation and Global Consistent Prototype.

Jiaming Qian|Xinting Liao|Xiangmou Qu|Zhihui Fu|Xingyu Lou|Changwang Zhang|Pengyang Zhou|Zijun Zhou|Jun Wang|Chaochao Chen

doi dblp

TCFMamba: Trajectory Collaborative Filtering Mamba for Debiased Point-of-Interest Recommendation.

Jin Qian|Shiyu Song|Xin Zhang|Dongjing Wang|He Weng|Haiping Zhang|Dongjin Yu

doi dblp

Towards Unveiling Predictive Uncertainty Vulnerabilities in the Context of the Right to Be Forgotten.

Wei Qian|Chenxu Zhao|Yangyi Li|Wenqian Ye|Mengdi Huai

doi dblp

Thematic Bottleneck Models for Multimodal Analysis of School Attendance.

Tingrui Qiao|Caroline Walker|Chris Cunningham|Adam Jang-Jones|Susan M. B. Morton|Kane Meissel|Yun Sing Koh

doi dblp

LHMformer: Long-Range Historical Memory-Enhanced Transformer for Traffic Forecasting.

Guoping Qi|Jihong Liu

doi dblp

Spatial Semantic-based Enhanced Address Parsing via Adaptive Weighted Learning.

Huiling Qin|Ming Wang|Yuanxun Li|Junbo Zhang|Yu Zheng

doi dblp

Land Deformation Prediction via Multi-modal Adaptive Association Learning.

Wanghui Qiu|Shiyan Hu|Chenjuan Guo|Wenbing Shi|Lina Yu|Ming Gao|Aoying Zhou|Bin Yang

doi dblp

Controlled Feature Interaction Selection for Deep Sparse Networks.

Yuhang Qiu|Biqin Song|Hong Chen

doi dblp

UniROM: Unifying Online Advertising Ranking as One Model.

Junyan Qiu|Ze Wang|Fan Zhang|Zuowu Zheng|Jile Zhu|Jiangke Fan|Teng Zhang|Haitao Wang|Xingxing Wang

doi dblp

OBDD-NET: End-to-End Learning of Ordered Binary Decision Diagrams.

Junming Qiu|Rongzhen Ye|Weilin Luo|Kunxun Qi|Hai Wan|Yue Yu

doi dblp

GRLND: A Graph Reinforcement Learning Framework for Network Dismantling.

Hongbo Qu|Xu Wang|Yurong Song|Wei Ni|Guo-Ping Jiang|Quan Z. Sheng

doi dblp

ThoughtForest-KGQA: A Multi-Chain Tree Search for Knowledge Graph Reasoning.

Xingrun Quan|Yongkang Zhou|Junjie Yao

doi dblp

Causality-aware Graph Aggregation Weight Estimator for Popularity Debiasing in Top-K Recommendation.

Yue Que|Yingyi Zhang|Xiangyu Zhao|Chen Ma

doi dblp

Efficient Multimodal Streaming Recommendation via Expandable Side Mixture-of-Experts.

Yunke Qu|Liang Qu|Tong Chen|Quoc Viet Hung Nguyen|Hongzhi Yin

doi dblp

Zipf-Gramming: Scaling Byte N-Grams Up to Production Sized Malware Corpora.

Edward Raff|Ryan R. Curtin|Derek Everett|Robert J. Joyce|James Holt

doi dblp

Towards Robust Continual Test-Time Adaptation via Neighbor Filtration.

Taki Hasan Rafi|Amit Agarwal|Hitesh Laxmichand Patel|Dong-Kyu Chae

doi dblp

HuggingGraph: Understanding the Supply Chain of LLM Ecosystem.

Mohammad Shahedur Rahman|Peng Gao|Yuede Ji

doi dblp

Towards Understanding Bias in Synthetic Data for Evaluation.

Hossein A. Rahmani|Varsha Ramineni|Emine Yilmaz|Nick Craswell|Bhaskar Mitra

doi dblp

LinkedIn Post Embeddings: Industrial Scale Embedding Generation and Usage across LinkedIn.

Sudarshan Srinivasa Ramanujam|Akanksha Bindal|Yu Jiang|Timothy J. Hazen|David Golland|Fengyu Zhang|Daqi Sun|Wanning Li|Birjodh Singh Tiwana|Siddharth Dangi|Peng Yan

doi dblp

ITL-LIME: Instance-Based Transfer Learning for Enhancing Local Explanations in Low-Resource Data Settings.

Rehan Raza|Guanjin Wang|Kok Wai Wong|Hamid Laga|Marco Fisichella

doi dblp

Fine-Grained Emotion Recognition via In-Context Learning.

Zhaochun Ren|Zhou Yang|Chenglong Ye|Haizhou Sun|Chao Chen|Xiaofei Zhu|Xiangwen Liao

doi dblp

Modality Alignment with Multi-scale Bilateral Attention for Multimodal Recommendation.

Kelin Ren|Chan-Yang Ju|Dong-Ho Lee

doi dblp

LLM-Driven Attributes Extraction in eCommerce.

Ksenia Riabinova|Kilian Merkelbach

doi dblp

Quantum-Amplitude Embedded Adaptation for Parameter-Efficient Fine-Tuning in Large Language Models.

Emily Jimin Roh|Joongheon Kim

doi dblp

Recommender Systems for Sustainable Development through Responsible Nudging.

Mehrdad Rostami|Alexander Felfernig|Wolfgang Wörndl|Mourad Oussalah|Avishek Anand|Mahdi Jalili|Ashmi Banerjee

doi dblp

Eliminating Bias from Presentation Attack Detection Algorithms for Face Recognition Systems.

Katarzyna Roszczewska

doi dblp

Retrieval of Graph Structured Objects: Theory and Applications.

Indradyumna Roy|Soumen Chakrabarti|Abir De

doi dblp

PEQQS: a Dataset for Probing Extractive Quantity-focused Question Answering from Scientific Literature.

Maciej Rybinski|Necva Bölücü|Huichen Yang|Stephen Wan

doi dblp

Is This News Still Interesting to You?: Lifetime-aware Interest Matching for News Recommendation.

Seongeun Ryu|Yunyong Ko|Sang-Wook Kim

doi dblp

Empirical Study of Over-Squashing in GNNs and Causal Estimation of Rewiring Strategies.

Danial Saber|Amirali Salehi-Abari

doi dblp

On Verifiable Legal Reasoning: A Multi-Agent Framework with Formalized Knowledge Representations.

Albert Sadowski|Jaroslaw A. Chudziak

doi dblp

Neural Shifts in Collaborative Team Recommendation.

Mahdis Saeedi|Hossein Fani

doi dblp

A Use-Case Specific Dataset for Measuring Dimensions of Responsible Performance in LLM-generated Text.

Alicia Sagae|Chia-Jung Lee|Sandeep Avula|Brandon Dang|Vanessa Murdock

doi dblp

Green by Design: Detecting Environmental Claims in Corporate Web Content.

Diya Saha|Manjira Sinha|Tirthankar Dasgupta

doi dblp

Open-Source LLM-based Relevance Assessment vs. Highly Reliable Manual Relevance Assessment: A Case Study.

Tetsuya Sakai|Khant Myoe Rain|Rikiya Takehi|Sijie Tao|Young-In Song

doi dblp

LLM-as-a-Judge in Entity Retrieval: Assessing Explicit and Implicit Relevance.

Mohammad Hossein Saliminabi|Negar Arabzadeh|Seyed Mohammad Hosseini|Dimitrios Androutsos|Morteza Zihayat|Ebrahim Bagheri

doi dblp

CondFairGen A Fair Conditional Generator for Tabular Data via Adaptive Sampling.

David Sanchez Jr.|Anantaa Kotal

doi dblp

HF-RAG: Hierarchical Fusion-based RAG with Multiple Sources and Rankers.

Payel Santra|Madhusudan Ghosh|Debasis Ganguly|Partha Basuchowdhuri|Sudip Kumar Naskar

doi dblp

Effect of Model Merging in Domain-Specific Ad-hoc Retrieval.

Taiga Sasaki|Takehiro Yamamoto|Hiroaki Ohshima|Sumio Fujita

doi dblp

cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending.

Anirudh Satheesh|Keenan Powell|Hua Wei

doi dblp

Membership Inference Attack Vulnerabilities of Record Linkage Models.

Piyumi Seneviratne|Dinusha Vatsalan|Dali Kaafar

doi dblp

Do LLMs Dream of Electric Emotions? Towards Quantifying Metacognition and Generalizing the Teacher-Student Model Using Ensembles of LLMs.

Ricky J. Sethi|Hefei Qiu|Charles Courchaine|Joshua Iacoboni

doi dblp

STGS: Spatio-temporal Graph Sparsification Using Reinforcement Learning.

Nasrin Shabani|Amin Beheshti|Yuankai Qi|Venus Haghighi|Jin Foo|Jia Wu

doi dblp

General Adaptive Memory Allocation for Learned Bloom Filters.

You Shang|Xiang He|Ruiyuan Li|Yingying Sun|Guanyao Li|Guangchao Yang|Junbo Zhang|Yu Zheng

doi dblp

Real-E: A Foundation Benchmark for Advancing Robust and Generalizable Electricity Forecasting.

Chen Shao|Michael Färber|Sebastian Pütz|Benjamin Schäfer|Yue Wang|Tobias Käfer|Zhanbo Huang|Zhenyi Zhu

doi dblp

The Metadata Impedance Mismatch between Databases and Programming Languages.

Vishal Sharma|Curtis E. Dyreson

doi dblp

FAIR Data Assessment Using LLMs: The Fair-Way.

Anmol Sharma|Sulayman K. Sowe|Soo-Yon Kim|Sayed Hoseini|Fidan Limani|Zeyd Boukhers|Christoph Lange|Stefan Decker

doi dblp

Towards Few-shot Chemical Reaction Outcome Prediction.

Yili Shen|Yijun Tian|Cheng-Wei Ju|Olaf Wiest|Xiangliang Zhang

doi dblp

Retrieval-Augmented Image Captioning via Synthesized Entity-Aware Knowledge Representations.

Lin Shen|Chenxu Cui|Jinchao Zhang|Haihui Fan|Haotian Jin|Bo Li

doi dblp

EmoPerso: Enhancing Personality Detection with Self-Supervised Emotion-Aware Modelling.

Lingzhi Shen|Xiaohao Cai|Yunfei Long|Imran Razzak|Guanming Chen|Shoaib Jameel

doi dblp

Local Structure-Adaptive Graph Filtering for Collaborative Filtering.

Yijun Sheng|Ximing Chen|Yanyan Liu|Pui Ieng Lei|Zhiguo Gong

doi dblp

Learning Invariant Reliability under Diverse Contexts for Robust Multimedia Recommendation.

Yijun Sheng|Pui Ieng Lei|Yanyan Liu|Ximing Chen|Zhiguo Gong

doi dblp

ROKAN: Toward Interpretable and Domain-Robust Memory Behavior Modeling.

Xiaoxuan Shen|Zhihai Hu|Di Chen|Jianwen Sun|Shengyingjie Liu

doi dblp

Bridging the Gap Between Sparsity and Redundancy: A Dual-Decoding Framework with Global Context for Map Inference.

Yudong Shen|Jiali Mao|Wenyu Wu|Yixiao Tong|Guoping Liu|Chaoya Wang

doi dblp

LLM4ES: Learning User Embeddings from Event Sequences via Large Language Models.

Aleksei Shestov|Omar Zoloev|Maksim Makarenko|Mikhail Orlov|Egor Fadeev|Ivan Kireev|Andrey V. Savchenko

doi dblp

Incremental Learning for LLM-based Tokenization and Recommendation.

Haihan Shi|Xinyu Lin|Wenjie Wang|Wentao Shi|Junwei Pan|Jie Jiang|Fuli Feng

doi dblp

Community Partition-based Source Localization with Adaptive Observers Deployment.

Jinchen Shi|Yang Fang|Zhen Tan|Xin Zhang|Xiang Zhao

doi dblp

Benefit from Rich: Tackling Search Interaction Sparsity in Search Enhanced Recommendation.

Teng Shi|Weijie Yu|Xiao Zhang|Ming He|Jianping Fan|Jun Xu

doi dblp

Company-Specific Knowledge Matters: Retrieval-Augmented Generation for Earnings Call Answer Rehearsal.

Yung-Yu Shih|Yun-Nung Chen|Chung-Chi Chen

doi dblp

SimFormer: Multilevel Transformer on Learnable Mesh Graphs for Engineering Simulation.

Jiasheng Shi|Fu Lin|Weixiong Rao|Ze Gao

doi dblp

Continuous Data Augmentation via Condition-Tokenized Diffusion Transformer for Sequential Recommendation.

Chenglong Shi|Haosen Wang|Pan Tang

doi dblp

MSOFormer: Multi-scale Transformer with Orthogonal Embedding and Frequency Modeling for Multivariate Time Series Forecasting.

Qin Shi|Chu Xu|Zongtang Hu|Dong Shen|Dapeng Sun|Lijun Quan

doi dblp

Zero-shot Stroke Lesion Segmentation via CAM-guided Prompting of MedSAM2.

Mohammad Javad Shokri|Yuchong Yao|Nandakishor Desai|Aravinda S. Rao|Angelos Sharobeam|Bernard Yan|Marimuthu Palaniswami

doi dblp

LinkML for Collaborative Petrochemical Knowledge Graph Development.

Annie Shoup|Adam Russell|Gavin Nicol

doi dblp

Docking-Aware Attention: Dynamic Protein Representations through Molecular Context Integration.

Amitay Sicherman|Kira Radinsky

doi dblp

InstANNS: Scalable Approximate Nearest Neighbor Search via Cost-Efficient In-Storage Processing.

Bonggeun Sim|Yushin Kim|Minseo Kim|Yeonhong Park|Jae W. Lee

doi dblp

L3X: Long Object List Extraction from Long Documents.

Sneha Singhania|Simon Razniewski|Gerhard Weikum

doi dblp

SeLeRoSa: Sentence-Level Romanian Satire Detection Dataset.

Razvan-Alexandru Smadu|Andreea Iuga|Dumitru-Clementin Cercel|Florin Pop

doi dblp

AutoCoRe-FL: Automatic Concept-based Rule Reasoning in Federated Learning.

Ahmed Soliman|Radwa El Shawi

doi dblp

Caption, Create, Continue: Continual Learning with Pre-trained Generative Vision-Language Models.

Indu Solomon|Aye Phyu Phyu Aung|Uttam Kumar|Senthilnath Jayavelu

doi dblp

Filtered One-Shot Training for Quantum Architecture Search.

Seok Bin Son|Samuel Yen-Chi Chen|Joongheon Kim|Soohyun Park

doi dblp

Unified Molecule Pre-training with Flexible 2D and 3D Modalities: Single and Paired Modality Integration.

Tengwei Song|Min Wu|Yuan Fang

doi dblp

ProxySampler: Proxy Informativeness Estimation for Efficient Data Selection in Active Learning.

Miao-Hui Song|Lan Zhang|Mu Yuan|Yijun Liu

doi dblp

Sparse and Dense Retrievers Learn Better Together: Joint Sparse-Dense Optimization for Text-Image Retrieval.

Jonghyun Song|Youngjune Lee|Gyu-Hwung Cho|Ilhyeon Song|Saehun Kim|Yohan Jo

doi dblp

PRECISE: Pre-training and Fine-tuning Sequential Recommenders with Collaborative and Semantic Information.

Chonggang Song|Chunxu Shen|Hao Gu|Yaoming Wu|Lingling Yi|Jie Wen|Chuan Chen

doi dblp

Quantized Factor Identifiable Causal Effect Variational Autoencoder.

Sujeong Song|Junghyo Sohn|Eunsong Kang|Heung-Il Suk

doi dblp

Parse-LLM: A Prior-Free LLM Parser for Unknown System Logs.

Chengyu Song|Lin Yang|Jianming Zheng|Jinzhi Liao|Feng Yang|Linru Ma|Fei Cai

doi dblp

When Facts Expire: Benchmarking Temporal Validity in Knowledge Graphs.

Thibaut Soulard|Fatiha Saïs|Joe Raad

doi dblp

The Temporal Game: A New Perspective on Temporal Relation Extraction.

Hugo O. Sousa|Ricardo Campos|Alípio Jorge

doi dblp

Compare: A Framework for Scientific Comparisons.

Moritz Staudinger|Wojciech Kusa|Matteo Cancellieri|David Pride|Petr Knoth|Allan Hanbury

doi dblp

Towards Explainable Transaction Risk Analysis With Dual Graph Retrieval Augmented Generation.

Liang Su|Mingyang Zhang|Kangxiang Jia|Tengfei Liu|Weiqiang Wang|Yun Xiong|Xixi Wu|Xinyu Gao|Yongrui Fu|Jiawei Zhang

doi dblp

DiRW: Path-Aware Digraph Learning for Heterophily.

Daohan Su|Xunkai Li|Zhenjun Li|Yinping Liao|Rong-Hua Li|Guoren Wang

doi dblp

Extracting Global Temporal Patterns Within Short Look-Back Windows for Traffic Forecasting.

Bo Sun|Zhe Wu|Zhiyuan Deng|Li Su|Qingfang Zheng

doi dblp

A Demonstration of PKGem: Secure Enrichment of Personal Knowledge Graphs.

Junzhou Su|Sriram Nutulapati|Chang Ge

doi dblp

MPFormer: Adaptive Framework for Industrial Multi-Task Personalized Sequential Retriever.

Yijia Sun|Shanshan Huang|Linxiao Che|Haitao Lu|Qiang Luo|Kun Gai|Guorui Zhou

doi dblp

Dynamic Ensemble Member Selection for Data Stream Classification.

Yibin Sun|Bernhard Pfahringer|Heitor Murilo Gomes|Albert Bifet

doi dblp

Evaluating Differentially Private Generation of Domain-Specific Text.

Yidan Sun|Viktor Schlegel|Srinivasan Kolumam Nandakumar|Iqra Zahid|Yuping Wu|Warren Del-Pinto|Goran Nenadic|Siew-Kei Lam|Jie Zhang|Anil A. Bharath

doi dblp

Discovering Group Collapser for Network Resilience.

Guozhang Sun|Haoyuan Wang|Yuhai Zhao|Zhengkui Wang|Yuan Li|Xingwei Wang

doi dblp

Hearing the Meaning, Not the Mess: Beyond Literal Transcription for Spoken Language.

Min Sun|Ke Xu|Jiarong Liu|Jifan Yang|Yan Fang|Weizheng Wang|Qipeng Xie|Shuxin Zhong|Kaishun Wu

doi dblp

AMBER: Adaptive Meta Balanced Paradigm for Heterogeneous Graph-Based Knowledge Tracing.

Lifan Sun|Zichen Yuan|Ersheng Ni|Weihua Cheng|Xinyuan Song|Linkun Dai|Hongwei Jiang|Sibo Xu|Mengmeng Chen|Yucen Zhuang|Yongxin Ni|Youhua Li

doi dblp

Frontiers in Graph Machine Learning for the Large Model Era.

Qingyun Sun|Ziwei Zhang|Xingcheng Fu|Yangqiu Song|Jianxin Li|Philip S. Yu

doi dblp

MMM-fair: An Interactive Toolkit for Exploring and Operationalizing Multi-Fairness Trade-offs.

Swati|Arjun Roy|Emmanouil Panagiotou|Eirini Ntoutsi

doi dblp

Random-Feature Graph Neural Networks with Representation Tokenized Transformer for Robust One-class Anomaly Detection.

Wen-Wei Tang|Cheng-Te Li

doi dblp

Higher-order Structure and Semantics-enhanced User Profiling for Recommendation.

Yanchao Tan|Xinyi Huang|Zhijun Chen|Hang Lv|Hengyu Zhang|Wei Huang|Guofang Ma

doi dblp

On the Cross-type Homophily of Heterogeneous Graphs: Understanding and Unleashing.

Zhen Tao|Ziyue Qiao|Chaoqi Chen|Zhengyi Yang|Lun Du|Qingqiang Sun

doi dblp

NuFact: Validating Numerical Assertions for Knowledge Graphs.

Mohammad Taufeeq|Koninika Pal

doi dblp

Advances in Medical Knowledge Systems: LLMs, RAG and Foundation Models.

Giulia Di Teodoro|Valerio Guarrasi|Federico Siciliano|Fabrizio Silvestri

doi dblp

ECG-Doctor: An Interpretable Multimodal ECG Diagnosis Framework Based on Large Language Models.

Dongsheng Tian|Junzhe Jiang|Kai Zhang|Changchun Liu|Yu Yuan|Min Gao|Enhong Chen

doi dblp

X-Troll: eXplainable Detection of State-Sponsored Information Operations Agents.

Lin Tian|Xiuzhen Zhang|Maria Myung-Hee Kim|Jennifer Biggs|Marian-Andrei Rizoiu

doi dblp

Selective Mixup for Debiasing Question Selection in Computerized Adaptive Testing.

Mi Tian|Kun Zhang|Fei Liu|Jinglong Li|Yuxin Liao|Chenxi Bai|Zhengtao Tan|Le Wu|Richang Hong

doi dblp

CoHN: Context-Aware Hawkes Graph Network for Temporal Knowledge Graph Reasoning.

Xiaowei Tian|Xiaoyan Zhang|Xiaofeng Du|Tianbo Lu

doi dblp

Locale-Aware Product Type Prediction for E-commerce Search Queries.

Anna Tigunova|Thomas Ricatte|Ghadir Eraisha

doi dblp

Frozen in the Middle: Hidden States Remain Unchanged Across Intermediate Layers of Language Models.

Pavel Tikhonov|Dmitry Ilvovsky

doi dblp

DESERE: The 2nd Workshop on Decentralized Search and Recommendation.

Thanassis Tiropanis|George Roussos|Mohammad Bahrani|Mohamed Ragab

doi dblp

GeoIndia V2: A Unified Graph and Language Model for Context-Aware Geocoding.

Arpit Tiwari|Bhavuk Singhal|Anshu Aditya|Shubham Jain|Debashis Mukherjee|Debdoot Mukherjee

doi dblp

A Universal Framework for Offline Serendipity Evaluation in Recommender Systems via Large Language Models.

Yu Tokutake|Kazushi Okamoto|Kei Harada|Atsushi Shibata|Koki Karube

doi dblp

iMask: Towards a Smart Mask Network Prototype for Monitoring Respiratory Viruses.

Emma Tong|Cynthia Smyser|Chen Chen

doi dblp

Densest Subgraph Discovery on Decentralized Graphs with Local Edge Differential Privacy.

Wenping Tong|Yi Zhou|Yanhao Wang|Cen Chen|Minghao Zhao

doi dblp

SupLID: Geometrical Guidance for Out-of-Distribution Detection in Semantic Segmentation.

Nimeshika Udayangani|Sarah M. Erfani|Christopher Leckie

doi dblp

Neural Instrumented Factorization: Learning Dynamic Asset Pricing Factors and Loadings through Characteristics Control.

Ajim Uddin

doi dblp

ReportGRI: Automating GRI Alignment and Report Assessment.

Aida Usmanova|Rana Abdullah|Debayan Banerjee|Markus Leippold|Ricardo Usbeck

doi dblp

End-to-end Information Extraction from Archival Records with Multimodal Large Language Models.

Mahsa Vafaie|Sven Hertling|Inger Banse-Strobel|Kevin Dubout|Harald Sack

doi dblp

KIEPrompter: Leveraging Lightweight Models' Predictions for Cost-Effective Key Information Extraction using Vision LLMs.

Lorenzo Vaiani|Yihao Ding|Luca Cagliero|Jean Lee|Paolo Garza|Josiah Poon|Soyeon Caren Han

doi dblp

MIRAGE: A Metrics lIbrary for Rating hAllucinations in Generated tExt.

Benjamin Vendeville|Liana Ermakova|Pierre De Loor|Jaap Kamps

doi dblp

An Interventional Approach to Real-Time Disaster Assessment via Causal Attribution.

Saketh Vishnubhatla|Alimohammad Beigi|Rui Heng Foo|Umang Goel|Ujun Jeong|Bohan Jiang|Adrienne Raglin|Huan Liu

doi dblp

MedSEBA: Synthesizing Evidence-Based Answers Grounded in Evolving Medical Literature.

Juraj Vladika|Florian Matthes

doi dblp

FairAD: Computationally Efficient Fair Graph Clustering via Algebraic Distance.

Minh Phu Vuong|Young-Ju Lee|Iván Ojeda-Ruiz|Chul-Ho Lee

doi dblp

Dynamic Network-Based Two-Stage Time Series Forecasting for Affiliate Marketing.

Zhe Wang|Yaming Yang|Ziyu Guan|Bin Tong|Rui Wang|Wei Zhao|Hongbo Deng

doi dblp

AdaHet-MKD: An Adaptive Heterogeneous Multi-teacher Knowledge Distillation for Medical Image Analysis.

Helin Wang|Wei Du|Ning Liu|Qian Li|Yanyu Xu|Lizhen Cui

doi dblp

GraphRCG: Self-Conditioned Graph Generation.

Song Wang|Zhen Tan|Xinyu Zhao|Tianlong Chen|Huan Liu|Jundong Li

doi dblp

PRIMA: Privacy preserving Multi-dimensional Analytic Approach.

Yufei Wang|Xiang Cheng|Pengfei Zhang|Anxing Wei

doi dblp

TableTime: Reformulating Time Series Classification as Training-Free Table Understanding with Large Language Models.

Jiahao Wang|Mingyue Cheng|Qingyang Mao|Yitong Zhou|Daoyu Wang|Qi Liu|Feiyang Xu|Xin Li

doi dblp

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering.

Xinyu Wang|Jijun Chi|Zhenghan Tai|Tung Sum Thomas Kwok|Hailin He|Zhuhong Li|Yuchen Hua|Muzhi Li|Peng Lu|Suyuchen Wang|Yihong Wu|Jerry Huang|Jingrui Tian|Fengran Mo|Yufei Cui|Ling Zhou

doi dblp

Fraudulent Delivery Detection with Multimodal Courier Behavior Data in Last-Mile Delivery.

Shanshan Wang|Sijing Duan|Shuxin Zhong|Zhiqing Hong|Zhiyuan Zhou|Hongyu Lin|Weijian Zuo|Desheng Zhang|Yi Ding

doi dblp

ORCAS: Obfuscation-Resilient Binary Code Similarity Analysis using Dominance Enhanced Semantic Graph.

Yufeng Wang|Yuhong Feng|Yixuan Cao|Haoran Li|Haiyue Feng|Yifeng Wang

doi dblp

LCHGNN: Towards Distributed Hypergraph Neural Network Training Based on Communication Graphs with Lightweight Communication Optimization.

Taibo Wang|Yu Gu|Xinning Cui|Zhen Song|Xiaohua Li|Fangfang Li

doi dblp

You Only Evaluate Once: A Tree-based Rerank Method at Meituan.

Shuli Wang|Yinqiu Huang|Changhao Li|Yuan Zhou|Yonggang Liu|Yongqiang Zhang|Yinhua Zhu|Haitao Wang|Xingxing Wang

doi dblp

Retrieval-LTV: Fine-Grained Transfer Learning for Lifetime Value Estimation in Large-Scale Industrial Retrieval.

Shirui Wang|Shengbin Jia|Tianyue Cao|Shuo Yang|Lei Jiang|Qi He|Lingling Yao|Yang Xiang

doi dblp

Unified Robustness via Spurious-Invariant Features and On-Manifold Adversaries.

Xu Wang|Rajgopal Kannan|Viktor K. Prasanna

doi dblp

Generative Data Augmentation in Graph Contrastive Learning for Recommendation.

Yansong Wang|Qihui Lin|Junjie Huang|Tao Jia

doi dblp

Beyond Surface Similarity: A Riemannian Hierarchical Ranking Framework for Sociological Concept Equivalence.

Zeqiang Wang|Wing Yan Li|Jon Johnson|Nishanth Sastry|Suparna De

doi dblp

MFAE: Multimodal Feature Adaptive Enhancement for Fake News Video Detection.

Wenhao Wang|Mingxin Li|Jiao Qiao|Haotong Du|Xianghua Li|Chao Gao|Zhen Wang

doi dblp

Weakly Supervised Fine-grained Span-Level Framework for Chinese Radiology Report Quality Assurance.

Kaiyu Wang|Lin Mu|Zhiyao Yang|Ximing Li|Xiaotang Zhou|Wanfu Gao|Huimao Zhang

doi dblp

Progressive Semantic Residual Quantization for Multimodal-Joint Interest Modeling in Music Recommendation.

Shijia Wang|Tianpei Ouyang|Qiang Xiao|Dongjing Wang|Yintao Ren|Songpei Xu|Da Guo|Chuanjiang Luo

doi dblp

SolarMAE: A Unified framework for Regional Centralized and Distributed Solar Power Forecasting with Weather Pre-training.

Jin Wang|Bingqing Peng|Wenwei Wang|Yuanjie Hu|Yuejiang Chen|Peisong Niu|Liang Sun

doi dblp

Fairness in Language Models: A Tutorial.

Zichong Wang|Avash Palikhe|Zhipeng Yin|Wenbin Zhang

doi dblp

Google Ads Content Moderation with RAG.

Yuan Wang|Wei Qiao|Jingxiang Li|Tiantian Fang|Eric Xiao|Megan Oftelie|Zhimin Wang|Yintao Liu|Jimin Li|Yi-Ting Chen|Zhongli Ding|Enming Luo

doi dblp

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes.

Zhaoyan Wang|Xiangchi Song|In-Young Ko

doi dblp

MGFSG-EE: A Method based on Multi-grained Fusion and Scene Graph Enhancement for Event Extraction.

Xiaoyu Wang|Tao Sun|Gengchen Liu|Zhi Yang|Jiahui Liu|Zimeng Xu

doi dblp

DAGP: Difficulty-Aware Graph Pruning for LLM-Based Multi-Agent System.

Siqi Wang|Guangmo Tong

doi dblp

GCVPN: A Graph Convolutional Visual Prior-Transform Network for Actual Occluded Image Recognition.

Lei Wang|Nannan Wu|Huaming Wu|Wei Yu|Fan Zhang|Shuo Chen

doi dblp

SPARK: Adaptive Low-Rank Knowledge Graph Modeling in Hybrid Geometric Spaces for Recommendation.

Binhao Wang|Yutian Xiao|Maolin Wang|Zhiqi Li|Tianshuo Wei|Ruocheng Guo|Xiangyu Zhao

doi dblp

ACMCG: A Cost-effective Active Clustering with Minimal Constraint Graph.

Qiu-Yu Wang|Wen-Bo Xie|Tao Deng|Tian Zou|Xuan-Lin Zhu|Xun Fu|Xin Wang

doi dblp

Latent Graph Structure Learning for Large-Scale Traffic Forecasting.

Meng Wang|Longgang Xiang|Chenhao Wu|Zejiao Wang|Xin Chen|Shaozu Xie|Ying Luo

doi dblp

Spatio-Temporal Wavelet Enhanced Attention Mamba for Stock Price Forecasting.

Shurui Wang|Wenbo Yan|Ying Tan

doi dblp

GegenNet: Spectral Convolutional Neural Networks for Link Sign Prediction in Signed Bipartite Graphs.

Hewen Wang|Renchi Yang|Xiaokui Xiao

doi dblp

Full-Atom Protein-Protein Interaction Prediction via Atomic Equivariant Attention Network.

Chunchen Wang|Cheng Yang|Wenchuan Yang|Le Song|Chuan Shi

doi dblp

EduCraft: A System for Generating Pedagogical Lecture Scripts from Long-Context Multimodal Presentations.

Yucheng Wang|Jifan Yu|Daniel Zhang-Li|Joy Lim Jia Yin|Shangqing Tu|Haoxuan Li|Zhiyuan Liu|Huiqin Liu|Lei Hou|Juanzi Li|Bin Xu

doi dblp

CLUE: Using Large Language Models for Judging Document Usefulness in Web Search Evaluation.

Xingzhu Wang|Erhan Zhang|Yiqun Chen|Jinghan Xuan|Yucheng Hou|Yitong Xu|Ying Nie|Shuaiqiang Wang|Dawei Yin|Jiaxin Mao

doi dblp

Strong Forgetting for ALCQ-Ontologies.

Sen Wang|Yizheng Zhao

doi dblp

TimeRAG: Enhancing Complex Temporal Reasoning with Search Engine Augmentation.

Zhao Wang|Ziliang Zhao|Zhicheng Dou

doi dblp

GenR1-Searcher: Curriculum Reinforcement Learning for Dynamic Retrieval and Document Generation.

Yu Wang|Yixuan Zhao|Renrui Duan|Jingyuan Li|Yuanzhuo Wang|Kun Zhang

doi dblp

Can Large Vision-Language Models Understand Multimodal Sarcasm?

Xinyu Wang|Yue Zhang|Liqiang Jing

doi dblp

Cequel: Cost-Effective Querying of Large Language Models for Text Clustering.

Hongtao Wang|Taiyan Zhang|Renchi Yang|Jianliang Xu

doi dblp

Channel-Independent Refiner for Multivariate Time Series Forecasting.

Jie Wang|Zhongguang Zheng|Chaoliang Zhong|Jun Sun

doi dblp

WDformer: A Wavelet-based Differential Transformer Model for Time Series Forecasting.

Xiaojian Wang|Chaoli Zhang|Zhonglong Zheng|Yunliang Jiang

doi dblp

Temporal-Aware User Behaviour Simulation with Large Language Models for Recommender Systems.

Xinye Wanyan|Danula Hettiachchi|Chenglong Ma|Ziqi Xu|Jeffrey Chan

doi dblp

Exploration and Visualization of a Legal Knowledge Graph: A Human-Centered Approach.

Sabine Wehnert|Pramod Kumar Bontha|Kilian Lüders|Huu Huong Giang Nguyen|Ernesto William De Luca

doi dblp

CAGCL: A Community-Aware Graph Contrastive Learning Model for Social Bot Detection.

Kaihang Wei|Min Teng|Haotong Du|Songxin Wang|Jinhe Zhao|Chao Gao

doi dblp

FedFMD: Fairness-Driven Adaptive Aggregation in Federated Learning via Mahalanobis Distance.

Xiuting Weng|Lixing Yu|Shaojie Zhan|Ruizhi Pu|Xiaofei Liu

doi dblp

DANet: A RAG-inspired Dual Attention Model for Few-shot Time Series Prediction.

Zimo Wen|Hanwen Hu|Nan Fang|Shiyou Qian|Jian Cao

doi dblp

CHEM: Causally and Hierarchically Explaining Molecules.

Gyeongdong Woo|Soyoung Cho|Donghyeon Kim|Kimoon Na|Changhyun Kim|Jinhee Choi|Jong-June Jeon

doi dblp

Empowering Denoising Sequential Recommendation with Large Language Model Embeddings.

Tongzhou Wu|Yuhao Wang|Maolin Wang|Chi Zhang|Xiangyu Zhao

doi dblp

Multi-Resource-Aware Admission Control for Online Data Processing.

Ruoyu Wu|Wei Bao|Hequn Wang

doi dblp

Asking Questions with Thoughts: An Efficient Difficulty-Controllable Question Generation Method with Posterior Knowledge Distillation.

Sixing Wu|Jiahao Chen|Yujue Zhou|Zhijun Yang|Wei Zhou

doi dblp

Adaptive Context-Infused Performance Evaluator for Iterative Feature Space Optimization.

Yanping Wu|Yanyong Huang|Zijun Yao|Yanjie Fu|Kunpeng Liu|Xiao Luo|Dongjie Wang

doi dblp

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting.

Binqing Wu|Jianlong Huang|Zongjiang Shang|Ling Chen

doi dblp

Spatio-Temporal Forecasting under Open-World Missingness with Adaptive Mixture-of-Experts.

Chenyu Wu|Zhipeng Ma|Junbo Zhang|Songyu Ke|Yu Zheng

doi dblp

STARec: An Efficient Agent Framework for Recommender Systems via Autonomous Deliberate Reasoning.

Chenghao Wu|Ruiyang Ren|Junjie Zhang|Ruirui Wang|Zhongrui Ma|Qi Ye|Wayne Xin Zhao

doi dblp

MillGNN: Learning Multi-Scale Lead-Lag Dependencies for Multi-Variate Time Series Forecasting.

Binqing Wu|Zongjiang Shang|Jianlong Huang|Ling Chen

doi dblp

Robust Multi-Label Learning with Instance-Dependent Label Noise.

You Wu|Yabo Shi|Yizhang Zou|Peipei Li

doi dblp

Gravity-GNN: Deep Reinforcement Learning Guided Space Gravity-based Graph Neural Network.

Huaming Wu|Lei Tian|Chaogang Tang|Pengfei Jiao|Minxian Xu|Huijun Tang

doi dblp

Trustworthy Knowledge Discovery and Data Mining (TrustKDD).

Le Wu|Jindong Wang|Ling Chen|Xiangyu Zhao|Kui Yu|Yashar Deldjoo|Defu Lian

doi dblp

TLCCSP: A Scalable Framework for Enhancing Time Series Forecasting with Time-Lagged Cross-Correlations.

Jianfei Wu|Wenmian Yang|Bingning Liu|Weijia Jia

doi dblp

Learning Conditional Probability Distributions for Robust Probabilistic Inference in Bayesian Network.

Xinran Wu|Kun Yue|Huashuai Liu|Liang Duan

doi dblp

Fact or Facsimile? Evaluating the Factual Robustness of Modern Retrievers.

Haoyu Wu|Qingcheng Zeng|Kaize Ding

doi dblp

Beyond Return Conditioning: Multi-Scale Sequence Modeling and Advantage-Guided Policy Routing for Offline RL.

Kunbao Wu|Xinning Zhu|Yang Qin|Tieru Wang|Jianzhou Diao|Zheng Hu

doi dblp

Harnessing Light for Cold-Start Recommendations: Leveraging Epistemic Uncertainty to Enhance Performance in User-Item Interactions.

Yang Xiang|Li Fan|Chenke Yin|Menglin Kong|Chengtao Ji

doi dblp

Dual-Space Masked Reconstruction for Robust Self-Supervised Human Activity Recognition.

Shuo Xiao|Jiukai Deng|Chaogang Tang|Zhenzhen Huang

doi dblp

Efficient Knowledge Graph Unlearning with Zeroth-order Information.

Yang Xiao|Ruimeng Ye|Bohan Liu|Xiaolong Ma|Bo Hui

doi dblp

Frequency-Domain Disentanglement-Fusion and Dual Contrastive Learning for Sequential Recommendation.

Shuo Xiao|Jingtao Zhang|Chaogang Tang|Zhenzhen Huang

doi dblp

StoryWriter: A Multi-Agent Framework for Long Story Generation.

Haotian Xia|Hao Peng|Yunjia Qi|Bin Xu|Juanzi Li|Lei Hou|Xiaozhi Wang

doi dblp

GraphIAM: Two-Stage Algorithm for Improving Class-Imbalanced Node Classification on Attribute-Missing Graphs.

Riting Xia|Chunxu Zhang|Xueyan Liu|Anchen Li|Yan Zhang

doi dblp

Lead-LagNet: Exploiting Lead-Lag Dependencies for Cross-Series Temporal Prediction.

Zhilong Xie|Shaofei Shen|Jiwen Huang|Rui Cheng|Qing Li

doi dblp

Federated Approximate Query Processing Based on Deep Models.

Yutong Xie|Qingzhi Ma|Lei Zhao|An Liu

doi dblp

A Robust and High-Efficiency Active Clustering Framework with Multi-User Collaboration.

Wen-Bo Xie|Tian Zou|Tao Deng|Xuan-Lin Zhu|Xun Fu|Qiu-Yu Wang|Bin Chen|Xin Wang

doi dblp

LLMAEL: Large Language Models are Good Context Augmenters for Entity Linking.

Amy Xin|Yunjia Qi|Zijun Yao|Fangwei Zhu|Kaisheng Zeng|Bin Xu|Lei Hou|Juanzi Li

doi dblp

Multi-Turn Interactions for Text-to-SQL with Large Language Models.

Guanming Xiong|Junwei Bao|Hongfei Jiang|Yang Song|Wen Zhao

doi dblp

ESED: Emotion-Specific Evidence Decomposition for Uncertainty-Aware Multimodal Emotion Recognition in Conversation.

Zechang Xiong|Zhenyan Ji|Wenkang Kong|Jiuqian Dai|Shen Yin

doi dblp

Leveraging Generative Models for Real-Time Query-Driven Text Summarization in Large-Scale Web Search.

Zeyu Xiong|Yixuan Nan|Li Gao|Hengzhu Tang|Shuaiqiang Wang|Junfeng Wang|Dawei Yin

doi dblp

Interactive Text-to-Visualization: Refining Visualization Outputs Through Natural Language User Feedback.

Xubang Xiong|Raymond Chi-Wing Wong|Yuanfeng Song

doi dblp

Exploring the Potential of Pre-Trained Language Models in Long-Term Semantic Scene Change Prediction Using Variable Scene Graphs.

Haoyi Xiu|Xin Liu|Taehoon Kim|Kyoung-Sook Kim

doi dblp

FedGC: Contrastive-enhanced Subgraph Federated Learning with Grouping Pseudo-Label.

Keao Xi|Nannan Wu|Yiming Zhao|Wenjun Wang

doi dblp

Evaluating and Addressing Fairness Across User Groups in Negative Sampling for Recommender Systems.

Yueqing Xuan|Kacper Sokol|Mark Sanderson|Jeffrey Chan

doi dblp

Multi-Behavior Intent Disentanglement for Recommendation via Information Bottleneck Principle.

Tongxin Xu|Chenzhong Bin|Cihan Xiao|Yunhui Li|Tianlong Gu

doi dblp

SST: Multi-Scale Hybrid Mamba-Transformer Experts for Time Series Forecasting.

Xiongxiao Xu|Canyu Chen|Yueqing Liang|Baixiang Huang|Guangji Bai|Liang Zhao|Kai Shu

doi dblp

JustEva: A Toolkit to Evaluate LLM Fairness in Legal Knowledge Inference.

Zongyue Xue|Siyuan Zheng|Shaochun Wang|Yiran Hu|Yuxin Yao|Shengran Wang|Haitao Li|Qingyao Ai|Yiqun Liu|Yun Liu|Weixing Shen

doi dblp

In-context Pre-trained Time-Series Foundation Models adapt to Unseen Tasks.

Shangqing Xu|Harshavardhan Kamarthi|Haoxin Liu|B. Aditya Prakash

doi dblp

Improving Recommendation Fairness via Graph Structure and Representation Augmentation.

Tongxin Xu|Wenqiang Liu|Chenzhong Bin|Cihan Xiao|Zhixin Zeng|Tianlong Gu

doi dblp

KALE: Knowledge Aggregation for Label-free Model Enhancement.

Yuebin Xu|Xuemei Peng|Zhiyi Chen|Zeyi Wen

doi dblp

LGC-CR: Few-shot Knowledge Graph Completion via Local Global Contrastive Learning and LLM-Guided Refinement.

Yiming Xu|Qi Song|Yihan Wang|Wangqiu Zhou|Junli Liang

doi dblp

Reinforcement Learning-Driven Generative Retrieval with Semantic-aligned Multi-Layer Identifiers.

Bo Xu|Yicen Tian|Xiaokun Zhang|Erchen Yu|Dailin Li|Linlin Zong|Hongfei Lin

doi dblp

KV-Auditor: Auditing Local Differential Privacy for Correlated Key-Value Estimation.

Jingnan Xu|Leixia Wang|Xiaofeng Meng

doi dblp

LiveVal: Real-time and Trajectory-based Data Valuation via Adaptive Reference Points.

Jie Xu|Zihan Wu|Cong Wang|Xiaohua Jia

doi dblp

Climber: Toward Efficient Scaling Laws for Large Recommendation Models.

Songpei Xu|Shijia Wang|Da Guo|Xianwen Guo|Qiang Xiao|Bin Huang|Guanlin Wu|Chuanjiang Luo

doi dblp

Forecasting the Buzz: Enriching Hashtag Popularity Prediction with LLM Reasoning.

Yifei Xu|Jiaying Wu|Herun Wan|Yang Li|Zhen Hou|Min-Yen Kan

doi dblp

CLAP: Coreference-Linked Augmentation for Passage Retrieval.

Huanwei Xu|Lin Xu|Liang Yuan

doi dblp

The Structure of Cross-National Collaboration in Open-Source Software Development.

Henry George Xu|Preben Hansen|Tielin Katy Yu|Stefan Rietberger|Hao He|Preben Hansen|Henry George Xu|Stefan Rietberger|Hongbo Fang|Tielin Katy Yu|Bogdan Vasilescu|Patrick S. Park

doi dblp

Contrastive Multi-View Graph Hashing.

Yang Xu|Zuliang Yang|Kai Ming Ting

doi dblp

From Policy Comparison to Process Consistency and Beyond.

Yifan Xu|Yujia Yin|Yiming Xing|Yifan Chen

doi dblp

Multi-Item-Query Attention for Stable Sequential Recommendation.

Mingshi Xu|Haoren Zhu|Wilfred Siu Hung Ng

doi dblp

STEP: Stepwise Curriculum Learning for Context-Knowledge Fusion in Conversational Recommendation.

Zhenye Yang|Jinpeng Chen|Huan Li|Xiongnan Jin|Xuanyang Li|Junwei Zhang|Hongbo Gao|Kaimin Wei|Senzhang Wang

doi dblp

Ordinal Embedding for Collaborative Filtering: A Unified Regularization for Enhanced Generalization and Interpretability.

Jie Yang|Ling Luo|Nestor Cabello|Lars Kulik

doi dblp

Enhancing and Assessing Instruction-Following with Fine-Grained Instruction Variants.

Jiuding Yang|Hui Liu|Weidong Guo|Yu Xu|Di Niu

doi dblp

Unplug and Play Language Models: Decomposing Experts in Language Models at Inference Time.

Nakyeong Yang|Jiwon Moon|Junseok Kim|Yunah Jang|Kyomin Jung

doi dblp

CheckDAPR: An MLLM-based Sketch Analysis System for Draw-A-Person-in-the-Rain Assessments.

Migyeong Yang|Chaehee Park|Taeeun Kim|Hayeon Song|Jinyoung Han

doi dblp

Measuring Uncertainty in Medical Image Diagnosis via Conformal Focal Loss.

Ao Yang|Xiaodong Yue|Yufei Chen

doi dblp

HIT Model: A Hierarchical Interaction-Enhanced Two-Tower Model for Pre-Ranking Systems.

Haoqiang Yang|Congde Yuan|Kun Bai|Mengzhuo Guo|Wei Yang|Chao Zhou

doi dblp

GFlowNet with Gradient-based Optimization for Bayesian Network Structure Learning.

Zhu Yang|Kun Yue|Zhiwei Qi|Liang Duan|Jianyu Li

doi dblp

Advanced News Event Clustering via Topic Enhanced Modeling with Multi-Aspect Contrastive Learning.

Hang Yang|Xiaoyan Yu|Dianbo Sui

doi dblp

USE-LTV: Customer LifeTime Value Prediction via Uncertain Sequence Modeling in Baidu Ads.

Lei Yang|Jiahui Zhang|Guoyu Liu|Houzhi Wang|Zhiyuan Zhou|Xiaohui Zhao

doi dblp

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning.

Lishan Yang|Wei Emma Zhang|Quan Z. Sheng|Lina Yao|Weitong Chen|Ali Shakeri

doi dblp

StreamingRT: Stream KNN Join with Ray Tracing Core.

Shixi Yang|Kai Zhang|Zhigang Zhao|Chunxiao Wang|Zhenying He|Yinan Jing|X. Sean Wang

doi dblp

FedSTEP: Asynchronous and Staleness-Aware Personalization for Efficient Federated Learning.

Gang Yan|Jian Li|Wan Du

doi dblp

Compensating Information and Capturing Modal Preferences in Multimodal Recommendation: A Dual-Path Representation Learning Framework.

Cairong Yan|Xubin Mao|Zijian Wang|Xicheng Zhao|Linlin Meng

doi dblp

RepMedGAN: Self-supervised Representation-guided Medical GAN for Label-free Medical Image Synthesis.

Yuchong Yao|Nandakishor Desai|Marimuthu Palaniswami

doi dblp

Rethinking Masked Image Modeling for Ultrasound Image Denoising.

Yuchong Yao|Nandakishor Desai|Marimuthu Palaniswami

doi dblp

AR2: Adversarial Reinforcement Learning for Abstract Reasoning in Large Language Models.

Cheng-Kai Yeh|Hsing-Wang Lee|Chung-Hung Kuo|Hen-Hsen Huang

doi dblp

SG-Filter: Enhancing Similar Text Retrieval via Hierarchical Summarized-Semantic Index and Adaptive Filtering.

Jiancai Ye|Jun Liu|Haoyu Zhang|Maojia Sheng|Tao Yang|Jiaming Xu|Jinhao Li|Yu Wang|Guohao Dai

doi dblp

Can LLMs Really Help Query Understanding In Web Search? A Practical Perspective.

Dezhi Ye|Ye Qin|Bowen Tian|Jiabin Fan|Jie Liu|Haijin Liang|Jin Ma

doi dblp

DAS: Dual-Aligned Semantic IDs Empowered Industrial Recommender System.

Wencai Ye|Mingjie Sun|Shaoyun Shi|Peng Wang|Wenjin Wu|Peng Jiang

doi dblp

An Embarrassingly Simple but Effective Knowledge-enhanced Recommender.

Haibo Ye|Lijun Zhang|Yuan Yao|Xinjie Li

doi dblp

Multi-Armed Bandits with Biased and Heteroscedastic Auxiliary Rewards.

Zechen Yin|Zhixuan Fang

doi dblp

DPT: Dynamic Preference Transfer for Cross-Domain Sequential Recommendation.

Xiang Ying|Rui Ding|Yue Zhao|Mei Yu|Mankun Zhao

doi dblp

Exploring Iterative Refinement for Nested Named Entity Recognition with IoU-aware Denoising Diffusion.

Qiaoxuan Yin|Jianquan Ouyang|Huanrong Tang

doi dblp

Uncertain Boundaries: A Tutorial on Copyright Challenges and Cross-Disciplinary Solutions for Generative AI.

Zhipeng Yin|Zichong Wang|Avash Palikhe|Wenbin Zhang

doi dblp

Continual Recommender Systems.

Hyunsik Yoo|Seongku Kang|Hanghang Tong

doi dblp

FAIR-SE: Framework for Analyzing Information Disparities in Search Engines with Diverse LLM-Generated Personas.

Jaebeom You|Seung-Kyu Hong|Ling Liu|Kisung Lee|Hyuk-Yoon Kwon

doi dblp

MOVER: Multimodal Optimal Transport with Volume-based Embedding Regularization.

Haochen You|Baojing Liu

doi dblp

LLM-based Interactive Coding Education via Predictive Query Management and Student-Centered Fine-Tuning: Design and Implementation with 1500-Student Class Data.

Geonjae Youn|Jonghoon Lee|Joongheon Kim|Chuck Yoo

doi dblp

Temporal Blocks with Memory Replay for Dynamic Graph Representation Learning.

Zhigang Yu|Hao Yan|Ruochen Liu|Xianghan Wang|Haijun Zhang|Senzhang Wang

doi dblp

TriSeRec: A Tri-view Representation Learning Framework for Sequential/Session-based Recommendation.

Xinchen Yuan|Yichao Lu

doi dblp

SEF-UQR: Scalable and Efficient Privacy-Preserving Federated Updating QR Factorization.

Haonan Yuan|Wenyuan Wu|Jingwei Chen

doi dblp

The 1st Workshop on LLM Agents for Social Simulation.

Yige Yuan|Junkai Zhou|Bingbing Xu|Liang Pang|Du Su|An Zhang|Teng Xiao|Fengli Xu|Zhaochun Ren|Xu Chen

doi dblp

Guess the Age of Photos: An Interactive Web Platform for Historical Image Age Estimation.

Hasan Yücedag|Adam Jatowt

doi dblp

CPSRank: Unsupervised Keyphrase Extraction via Contextual Perturbation.

Hyunwook Yu|Minju Kim|Euijin Kim|Mucheol Kim

doi dblp

Query, Decompose, Compress: Structured Query Expansion for Efficient Multi-Hop Retrieval.

Jungmin Yun|Youngbin Kim

doi dblp

Robust Handwritten Text Recognition via Multi-Source Adversarial Domain Adaptation for Low-Resource Scripts.

Bustami Yusuf|Hen-Hsen Huang

doi dblp

Ultra Fast Warm Start Solution for Graph Recommendations.

Viacheslav Yusupov|Maxim V. Rakhuba|Evgeny Frolov

doi dblp

StepTool: Enhancing Multi-Step Tool Usage in LLMs via Step-Grained Reinforcement Learning.

Yuanqing Yu|Zhefan Wang|Weizhi Ma|Shuai Wang|Chuhan Wu|Zhiqiang Guo|Min Zhang

doi dblp

Maneno Yetu: Dynamic Corpus Construction and Pretraining for Swahili NLP.

Chaddy Anthony Zawuya|Alfred Malengo Kondoro|Diana Rwegasira|Juma H. Lungo

doi dblp

A Comparative Analysis of Linguistic and Retrieval Diversity in LLM-Generated Search Queries.

Oleg Zendel|Sara Fahad Dawood Al Lawati|Lida Rashidi|Falk Scholer|Mark Sanderson

doi dblp

Uncertainty Quantification for Multiple-Choice Questions is Just One-Token Deep.

Qingcheng Zeng|Mingyu Jin|Qinkai Yu|Zhenting Wang|Wenyue Hua|Guangyan Sun|Yanda Meng|Shiqing Ma|Qifan Wang|Felix Juefei-Xu|Fan Yang|Kaize Ding|Ruixiang Tang|Yongfeng Zhang

doi dblp

Querier-Aware LLM: Generating Personalized Responses to the Same Query from Different Queriers.

Hang Zeng|Chaoyue Niu|Fan Wu|Chengfei Lv|Guihai Chen

doi dblp

CityLight: A Neighborhood-inclusive Universal Model for Coordinated City-scale Traffic Signal Control.

Jinwei Zeng|Chao Yu|Xinyi Yang|Wenxuan Ao|Qianyue Hao|Jian Yuan|Yong Li|Yu Wang|Huazhong Yang

doi dblp

UXSim: Towards a Hybrid User Search Simulation.

Saber Zerhoudi|Michael Granitzer

doi dblp

SGPT: Few-Shot Prompt Tuning for Signed Graphs.

Zian Zhai|Qing Sima|Xiaoyang Wang|Wenjie Zhang

doi dblp

A Privacy-preserving Spatial Dataset Joinable Search in Cloud.

Zhengkai Zhang|Hua Dai|Hao Zhou|Mingfeng Jiang|Pengyue Li|Geng Yang

doi dblp

DSETA: Driving Style-Aware Estimated Time of Arrival.

Bolin Zhang|Zhidan Liu

doi dblp

SyLeR: A Framework for Explicit Syllogistic Legal Reasoning in Large Language Models.

Kepu Zhang|Weijie Yu|Zhongxiang Sun|Jun Xu

doi dblp

HGAurban: Heterogeneous Graph Autoencoding for Urban Spatial-Temporal Learning.

Qianru Zhang|Xinyi Gao|Haixin Wang|Dong Huang|Siu-Ming Yiu|Hongzhi Yin

doi dblp

Interpretable Meta-weighting Sparse Neural Additive Networks for Datasets with Label Noise and Class Imbalance.

Xuelin Zhang|Hong Chen|Lingjuan Wu

doi dblp

SarRec: Statistically-guaranteed Augmented Retrieval for Recommendation.

Tong Zhang|Nitin Bisht|Zihao Li|Guandong Xu|Xianzhi Wang

doi dblp

ECLIPSE: Efficient Cross-Lingual Log Intelligence Parser with Semantic Entropy-Enhanced LCS Algorithm.

Wei Zhang|Xianfu Cheng|Xiang Li|Jian Yang|Liying Zhang|Xiangyuan Guan|Zhoujun Li

doi dblp

Edge-Variational Graph Neural Networks: Harnessing Weak Ties for Enhanced Default Risk Prediction.

Feng Zhang|Jianfeng Chi|Rui Ma|Gang Chen|Rongqi Chen

doi dblp

Meta-Adaptive Network for Effective Cold-Start Recommendation via Warm-Aware Representation Learning.

Ao Zhang|Boya Du|Yulin Xu|Jialin Zhu|Yuning Jiang

doi dblp

LLM4CD: Leveraging Large Language Models for Open-World Knowledge Augmented Cognitive Diagnosis.

Weiming Zhang|Lingyue Fu|Qingyao Li|Kounianhua Du|Jianghao Lin|Jingwei Yu|Wei Xia|Weinan Zhang|Ruiming Tang|Yong Yu

doi dblp

TopKNet: Learning to Perceive the Top-K Pivotal Nodes in Spatio-Temporal Data for Traffic Forecasting.

Weilai Zhang|Dongbin Hu

doi dblp

Maps Ranking Optimization in Airbnb.

Hongwei Zhang|Malay Haldar|Kedar Bellare|Sherry Chen|Soumyadip Banerjee|Xiaotang Wang|Mustafa Abdool|Huiji Gao|Pavan Tapadia|Liwei He|Sanjeev Katariya|Stephanie Moyerman

doi dblp

SAKG: Structure-Aware Large Language Model Framework for Knowledge Graph Reasoning.

Qingyu Zhang|Min Hu|Wenlong Fei|Jiaoyun Yang|Hongbo Li

doi dblp

Relation-Sensitive Visual Aggregation Enhances Multimodal Knowledge Graph Completion.

Qingyu Zhang|Min Hu|Wenlong Fei|Jiaoyun Yang|Hongbo Li

doi dblp

Advancing Graph Isomorphism Tests with Metric Space Indicators: A Tool for Improving Graph Learning Tasks.

Shenghui Zhang|Pak Lon Ip|Rongqin Chen|Shunran Zhang|Leong Hou U

doi dblp

Traffic Safety Evaluation Based on Macroscopic Traffic Features in Road Tunnels.

Yupu Zhang|Lei Jia|Hao Miao|Weizhu Qian|Yan Zhao|Kai Zheng

doi dblp

Global-Distribution Aware Scenario-Specific Variational Representation Learning Framework.

Moyu Zhang|Yujun Jin|Jinxin Hu|Yu Zhang

doi dblp

Hyperbolic Prompt Learning for Incremental Event Detection with LLMs.

Eiman Tamah Al-Shammari|Haotian Hong|Xiujin Zhang|Wenxin Jin|Jessica Lin|Jiting Li|Eiman Tamah Al-Shammari|Haotian Hong|Pengfei Zhang|Jiting Li|Jessica Lin|Kongjing Gu|Hao Peng|Li Sun

doi dblp

Augmenting Guest Search Results with Recommendations at Airbnb.

Haowei Zhang|Philbert Lin|Dishant Ailawadi|Soumyadip Banerjee|Shashank Dabriwal|Hao Li|Kedar Bellare|Liwei He|Sanjeev Katariya

doi dblp

C-FAITH: A Chinese Fine-Grained Benchmark for Automated Hallucination Evaluation.

Xu Zhang|Zhifei Liu|Jiahao Wang|Huixuan Zhang|Fan Xu|Junzhe Zhang|Xiaojun Wan

doi dblp

HRCformer: Hierarchical Recursive Convolution-Transformer with Multi-Scale Adaptive Recalibration for Time Series Forecasting.

Dejiang Zhang|Lianyong Qi|Yuwen Liu|Xucheng Zhou|Jianye Xie|Haolong Xiang|Xiaolong Xu|Xuyun Zhang|Yang Cao|Yang Zhang

doi dblp

PrLM: Learning Explicit Reasoning for Personalized RAG via Contrastive Reward Optimization.

Kepu Zhang|Teng Shi|Weijie Yu|Jun Xu

doi dblp

An Robust Entity Alignment Method based on Knowledge Distillation with Noisy Aligned Pairs.

Yuhong Zhang|Hangchi Song|Xiaolong Zhu|Chenyang Bu|Kui Yu

doi dblp

A Hierarchical Structure-Enhanced Personalized Recommendation Model for Traditional Chinese Medicine Formulas Based on KG Diffusion Guidance.

Chaobo Zhang|Long Tan

doi dblp

Distribution-Guided Auto-Encoder for User Multimodal Interest Cross Fusion.

Moyu Zhang|Yongxiang Tang|Yujun Jin|Jinxin Hu|Yu Zhang

doi dblp

VoiceVisSystem: End-to-End Voice-driven Data Visualization Generation from Natural Language Questions.

Haodi Zhang|Xiaohui Tang|Xinhe Zhang|Jihua Zhou|Yuanfeng Song

doi dblp

IPNet: An Interaction Pattern-aware Neural Network for Temporal Link Prediction.

Qingyang Zhang|Yitong Wang|Xinjie Lin

doi dblp

Student-Augmented Self-Training with Closed Loop Feedback in Linguistic Steganalysis.

Ziwei Zhang|Juan Wen|Wanli Peng|Haowei Chang

doi dblp

D3-TR: Data-driven Daily Delivery Task Rescheduling for Cost-effective Last-mile Delivery.

Lidi Zhang|Yinfeng Xiang|Wenjun Lyu|Zhiqing Hong|Haotian Wang|Desheng Zhang|Yunhuai Liu|Tian He

doi dblp

FEDDGCN: A Frequency-Enhanced Decoupling Dynamic Graph Convolutional Network for Traffic Flow Prediction.

Wendong Zhang|Ruobai Xiang|Zhifang Liao|Peng Lan|Qihao Liang

doi dblp

EvalAgent: Towards Evaluating News Recommender Systems with LLM-based Agents.

Guangping Zhang|Peng Zhang|Jiahao Liu|Zhuoheng Li|Dongsheng Li|Hansu Gu|Tun Lu|Ning Gu

doi dblp

PMTA: Perception-Aware Multi-Task Transformer Network for Personalized Multi-Domain Adaptation.

Chenbin Zhang|Xiaoxie Zhu|Xingchao Cao|Qiwei Chen|Feng Zhang|Yang Xiao|Zuotao Liu

doi dblp

FLAIR: Feedback Learning for Adaptive Information Retrieval.

William Zhang|Yiwen Zhu|Yunlei Lu|Mathieu B. Demarne|Wenjing Wang|Kai Deng|Nutan Sahoo|Katherine Lin|Miso Cilimdzic|Subru Krishnan

doi dblp

Yes is Harder than No: A Behavioral Study of Framing Effects in Large Language Models Across Downstream Tasks.

Ziheng Zhang|Weixin Zeng|Jiuyang Tang|Ji Wang|Xiang Zhao

doi dblp

AppAgent-Pro: A Proactive GUI Agent System for Multidomain Information Integration and User Assistance.

Yuyang Zhao|Wentao Shi|Fuli Feng|Xiangnan He

doi dblp

FreeGAD: A Training-Free yet Effective Approach for Graph Anomaly Detection.

Yunfeng Zhao|Yixin Liu|Shiyuan Li|Qingfeng Chen|Yu Zheng|Shirui Pan

doi dblp

ClariLM: Enhancing Open-domain Clarification Ability for Large Language Models.

Ziliang Zhao|Haonan Chen|Shiren Song|Jian Xie|Zhicheng Dou

doi dblp

Antelope: Potent and Concealed Jailbreak Attack Strategy.

Xin Zhao|Xiaojun Chen|Haoyu Gao

doi dblp

ReCode: Improving LLM-based Code Repair with Fine-Grained Retrieval-Augmented Generation.

Yicong Zhao|Shisong Chen|Jiacheng Zhang|Zhixu Li

doi dblp

Hybrid2: Distributed GNN Training System Enhanced by Dual-Hybrid for Sampling and Loading.

Chu Zhao|Shengjie Dong|Yuhai Zhao|Yuan Li|Zhengkui Wang|Xingwei Wang

doi dblp

CEM: A Data-Efficient Method for Large Language Models to Continue Evolving From Mistakes.

Haokun Zhao|Jinyi Han|Jie Shi|Chengyu Du|Jiaqing Liang|Yanghua Xiao|Weikang Zhou|Zeye Sun|Fei Yu

doi dblp

CyberBOT: Ontology-Grounded Retrieval Augmented Generation for Reliable Cybersecurity Education.

Chengshuai Zhao|Riccardo De Maria|Tharindu Kumarage|Kumar Satvik Chaudhary|Garima Agrawal|Yiwen Li|Jongchan Park|Ying-Chih Chen|Yuli Deng|Huan Liu

doi dblp

OntoLDiff: A Highly Efficient System for Tracking Logical Difference in Large-Scale Ontologies.

Yizheng Zhao|Renate A. Schmidt

doi dblp

FollowGPT: A Framework of Follow-up Question Generation for Large Language Models via Conversation Log Mining.

Ziliang Zhao|Shiren Song|Zhicheng Dou

doi dblp

Robust Heterogeneous GNNs via Semantic Attention and Contrastive Learning.

Chongjie Zhao|Jinyan Wang|Linlin Su|Zeming Gan|Ziyang Zhou

doi dblp

Unbiased Reasoning for Knowledge-Intensive Tasks in Large Language Models via Conditional Front-Door Adjustment.

Bo Zhao|Yinghao Zhang|Ziqi Xu|Yongli Ren|Xiuzhen Zhang|Renqiang Luo|Zaiwen Feng|Feng Xia

doi dblp

Towards Unbiased and Real-Time Staytime Prediction for Live Streaming Recommendation.

Haiyuan Zhao|Changshuo Zhang|Yang Wang|Hao Wang|Zhen Ouyang|Bin Yuan|Qinglei Wang|Zuotao Liu

doi dblp

Adapting LLMs for Personalized Evaluation of Explanations for Recommendations: A Meta-Learning Approach based on MAML.

Yurou Zhao|Yingfei Zhang|Quan Zhou|Shuang Zhang|Wei Lin|Jiaxin Mao

doi dblp

Personalized Multi Modal Alignment Encoding for CTR-Recommendation in WeChat.

Jiawei Zheng|Hao Gu|Lingling Yi|Jie Wen|Chuan Chen

doi dblp

PyG-SSL: A Graph Self-Supervised Learning Toolkit.

Lecheng Zheng|Baoyu Jing|Zihao Li|Zhichen Zeng|Tianxin Wei|Mengting Ai|Xinrui He|Lihui Liu|Dongqi Fu|Jiaxuan You|Hanghang Tong|Jingrui He

doi dblp

Modeling Edge-Specific Node Features through Co-Representation Neural Hypergraph Diffusion.

Yijia Zheng|Marcel Worring

doi dblp

Non-autoregressive Generative Auction with Global Externalities for Online Advertising.

Zuowu Zheng|Ze Wang|Fan Yang|Wenqing Ye|Weihua Huang|Wenqiang He|Teng Zhang|Xingxing Wang

doi dblp

MI4Rec: Pretrained Language Model based Cold-Start Recommendation with Meta-Item Embeddings.

Diego Ceccarelli|Zaiyi Zheng|Yaochen Zhu|Yaochen Zhu|Diego Ceccarelli|Haochen Liu|Salvatore Orlando|Mingxuan Ju|Raffaele Perego|Salvatore Trani|Tong Zhao|Neil Shah|Jundong Li

doi dblp

Adaptive Spline Networks in the Kolmogorov-Arnold Framework: Knot Analysis and Stability Enhancement.

Liangwei Nathan Zheng|Wei Emma Zhang|Lin Yue|Miao Xu|Olaf Maennel|Weitong Chen

doi dblp

EvoFormer: Learning Dynamic Graph-Level Representations with Structural and Temporal Bias Correction.

Haodi Zhong|Liuxin Zou|Di Wang|Bo Wan|Zhenxing Niu|Quan Wang

doi dblp

Budget and Frequency Controlled Cost-Aware Model Extraction Attack on Sequential Recommenders.

Lei Zhou|Min Gao|Zongwei Wang|Yibing Bai

doi dblp

Toward Robust Machine Learning under Diverse Incomplete Data Mechanisms in Real-World Applications.

Youran Zhou

doi dblp

MissDDIM: Deterministic and Efficient Conditional Diffusion for Tabular Data Imputation.

Youran Zhou|Mohamed Reda Bouadjenek|Sunil Aryal

doi dblp

Enhancing Dual-Target Cross-Domain Recommendation via Similar User Bridging.

Qi Zhou|Xi Chen|Chuyu Fang|Jianji Wang|Chuan Qin|Fuzhen Zhuang

doi dblp

BALM-TSF: Balanced Multimodal Alignment for LLM-Based Time Series Forecasting.

Shiqiao Zhou|Holger Schöner|Huanbo Lyu|Edouard Fouché|Shuo Wang

doi dblp

Frequency-Decoupled Distillation for Efficient Multimodal Recommendation.

Ziyi Zhuang|Hongji Li|Junchen Fu|Jiacheng Liu|Joemon M. Jose|Youhua Li|Yongxin Ni

doi dblp

MGSTDN: Multi-Granularity Spatial-Temporal Diffusion Network for Next POI Recommendation.

Zhuang Zhuang|Haitao Yuan|Shanshan Feng|Heng Qi|Yanming Shen|Baocai Yin

doi dblp

FinCast: A Foundation Model for Financial Time-Series Forecasting.

Zhuohang Zhu|Haodong Chen|Qiang Qu|Vera Chung

doi dblp

DebiasedKGE: Towards Mitigating Spurious Forgetting in Continual Knowledge Graph Embedding.

Junlin Zhu|Bo Fu|Guiduo Duan

doi dblp

Adversarially Attacking Graph Properties and Sparsification in Graph Learning.

Chunjiang Zhu|Blake Gaines|Jing Deng|Jinbo Bi

doi dblp

Asymmetric Diffusion Recommendation Model.

Yongchun Zhu|Guanyu Jiang|Jingwu Chen|Feng Zhang|Xiao Yang|Zuotao Liu

doi dblp

LatentExplainer: Explaining Latent Representations in Deep Generative Models with Multimodal Large Language Models.

Mengdan Zhu|Raasikh Kanjiani|Jiahui Lu|Andrew Choi|Qirui Ye|Liang Zhao

doi dblp

FunLoc: A Novel Function-level Bug Localization Framework Enhanced by Contrastive and Active Learning Strategies.

Ziye Zhu|Liangliang Peng|Yu Wang|Yun Li|Xianzhong Long

doi dblp

TSD-CT: A Benchmark Dataset for Truthfulness Stance Detection.

Zhengyuan Zhu|Haiqi Zhang|Zeyu Zhang|Chengkai Li

doi dblp

TrustMap: Mapping Truthfulness Stance of Social Media Posts on Factual Claims for Geographical Analysis.

Zhengyuan Zhu|Haiqi Zhang|Zeyu Zhang|Chengkai Li

doi dblp

Active Recommendation for Email Outreach Dynamics.

Cenek Zid|Rodrigo Alves|Pavel Kordík

doi dblp

Vulnerability-Aware Hardening for Secure Privacy-Preserving Record Linkage.

Sumayya Ziyad|Peter Christen|Anushka Vidanage|Charini Nanayakkara|Rainer Schnell

doi dblp

Relational Multi-Path Enhancement for Extrapolative Relation Reasoning in Temporal Knowledge Graph.

Linlin Zong|Chi Ma|Jiahui Zhou|Xinyue Liu|Wenxin Liang|Xianchao Zhang|Bo Xu

doi dblp

Structuring Video Semantics with Temporal Triplets for Zero-Shot Video Question Answering.

Linlin Zong|Xinyu Zhai|Xinyue Liu|Wenxin Liang|Xianchao Zhang|Bo Xu

doi dblp

ExplorAct: Context-Aware Next Action Recommendations for Interactive Data Exploration.

Dinuka Manohara de Zoysa|James Bailey|Renata Borovica-Gajic