International Conference on Information and Knowledge Management (CIKM) (2024)

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Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024

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Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024

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Prompt-Based Spatio-Temporal Graph Transfer Learning.

Junfeng Hu|Xu Liu|Zhencheng Fan|Yifang Yin|Shili Xiang|Savitha Ramasamy|Roger Zimmermann

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Seeing the Forest for the Trees: Road-Level Insights Assisted Lane-Level Traffic Prediction.

Shuhao Li|Yue Cui|Jingyi Xu|Jing Zhao|Fan Zhang|Weidong Yang|Xiaofang Zhou

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Towards Effective Fusion and Forecasting of Multimodal Spatio-temporal Data for Smart Mobility.

Chenxing Wang

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Self-Supervision Improves Diffusion Models for Tabular Data Imputation.

Yixin Liu|Thalaiyasingam Ajanthan|Hisham Husain|Vu Nguyen

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Chain-of-Layer: Iteratively Prompting Large Language Models for Taxonomy Induction from Limited Examples.

Qingkai Zeng|Yuyang Bai|Zhaoxuan Tan|Shangbin Feng|Zhenwen Liang|Zhihan Zhang|Meng Jiang

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Inferring Visualization Intent from Conversation.

Haotian Li|Nithin Chalapathi|Huamin Qu|Alvin Cheung|Aditya G. Parameswaran

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Multiscale Representation Enhanced Temporal Flow Fusion Model for Long-Term Workload Forecasting.

Shiyu Wang|Zhixuan Chu|Yinbo Sun|Yu Liu|Yuliang Guo|Yang Chen|Huiyang Jian|Lintao Ma|Xingyu Lu|Jun Zhou

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Information Retrieval Optimization for Non-Exemplar Class Incremental Learning.

Shuai Guo|Yang Gu|Yuan Ma|Yingwei Zhang|Weining Weng|Jun Liu|Weiwei Dai|Yiqiang Chen

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Mining Path Association Rules in Large Property Graphs.

Yuya Sasaki|Panagiotis Karras

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Practical and Robust Safety Guarantees for Advanced Counterfactual Learning to Rank.

Shashank Gupta|Harrie Oosterhuis|Maarten de Rijke

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Adaptive Cascading Network for Continual Test-Time Adaptation.

Kien X. Nguyen|Fengchun Qiao|Xi Peng

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Revisiting Optimal Window Aggregation in Data Streams: The Prefix-Sum Approach.

José Martinez|Guillaume Raschia

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Veracity Estimation for Entity-Oriented Search with Knowledge Graphs.

Stefano Marchesin|Gianmaria Silvello|Omar Alonso

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Professionalism-Aware Pre-Finetuning for Profitability Ranking.

Chung-Chi Chen|Hiroya Takamura|Ichiro Kobayashi|Yusuke Miyao

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Systems for Scalable Graph Analytics and Machine Learning: Trends and Methods.

Da Yan|Lyuheng Yuan|Akhlaque Ahmad|Saugat Adhikari

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Do We Really Need Graph Convolution During Training? Light Post-Training Graph-ODE for Efficient Recommendation.

Weizhi Zhang|Liangwei Yang|Zihe Song|Henry Peng Zou|Ke Xu|Liancheng Fang|Philip S. Yu

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Generating Cross-model Analytics Workloads Using LLMs.

Xiuwen Zheng|Arun Kumar|Amarnath Gupta

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Bridging Knowledge Gaps in LLMs via Function Calls.

Kinjal Basu

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On Evaluation Metrics for Diversity-enhanced Recommendations.

Jonas Gamalielsson|Xueqi Li|Gao Cong|Guoqing Xiao|Xueqi Li|Jonas Gamalielsson|Yang Xu|Wenjun Jiang|Kenli Li

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In Situ Answer Sentence Selection at Web-scale.

Zeyu Zhang|Thuy Vu|Alessandro Moschitti

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Leveraging Large Language Models for Improving Keyphrase Generation for Contextual Targeting.

Xiao Bai|Xue Wu|Ivan Stojkovic|Kostas Tsioutsiouliklis

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Sequential Optimum Test with Multi-armed Bandits for Online Experimentation.

Fang Kong|Penglei Zhao|Shichao Han|Yong Wang|Shuai Li

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CheckGuard: Advancing Stolen Check Detection with a Cross-Modal Image-Text Benchmark Dataset.

Fei Zhao|Jiawen Chen|Bin Huang|Chengcui Zhang|Gary Warner

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UniMEL: A Unified Framework for Multimodal Entity Linking with Large Language Models.

Qi Liu|Yongyi He|Tong Xu|Defu Lian|Che Liu|Zhi Zheng|Enhong Chen

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PARs: Predicate-based Association Rules for Efficient and Accurate Anomaly Explanation.

Cheng Feng

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General Time Transformer: an Encoder-only Foundation Model for Zero-Shot Multivariate Time Series Forecasting.

Cheng Feng|Long Huang|Denis Krompass

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Multivariate Time-Series Anomaly Detection based on Enhancing Graph Attention Networks with Topological Analysis.

Zhe Liu|Xiang Huang|Jingyun Zhang|Zhifeng Hao|Li Sun|Hao Peng

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MTSCI: A Conditional Diffusion Model for Multivariate Time Series Consistent Imputation.

Jianping Zhou|Junhao Li|Guanjie Zheng|Xinbing Wang|Chenghu Zhou

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Towards Efficient Temporal Graph Learning: Algorithms, Frameworks, and Tools.

Ruijie Wang|Wanyu Zhao|Dachun Sun|Charith Mendis|Tarek F. Abdelzaher

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Improving Adversarial Transferability via Frequency-Guided Sample Relevance Attack.

Xinyi Wang|Zhibo Jin|Zhiyu Zhu|Jiayu Zhang|Huaming Chen

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Hypergraph Hash Learning for Efficient Trajectory Similarity Computation.

Yuan Cao|Lei Li|Xiangru Chen|Xue Xu|Zuojin Huang|Yanwei Yu

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Factor Model-Based Large Covariance Estimation from Streaming Data Using a Knowledge-Based Sketch Matrix.

Xiao Tan|Zhaoyang Wang|Hao Qian|Jun Zhou|Peibo Duan|Dian Shen|Meng Wang|Beilun Wang

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LLM4MSR: An LLM-Enhanced Paradigm for Multi-Scenario Recommendation.

Yuhao Wang|Yichao Wang|Zichuan Fu|Xiangyang Li|Wanyu Wang|Yuyang Ye|Xiangyu Zhao|Huifeng Guo|Ruiming Tang

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Multi-turn Classroom Dialogue Dataset: Assessing Student Performance from One-on-one Conversations.

Jiahao Chen|Zitao Liu|Mingliang Hou|Xiangyu Zhao|Weiqi Luo

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Multi-Granularity Modeling in Recommendation: from the Multi-Scenario Perspective.

Yuhao Wang

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Boosting Entity Recognition by leveraging Cross-task Domain Models for Weak Supervision.

Sanjay Agrawal|Srujana Merugu|Vivek Sembium

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Learnable Item Tokenization for Generative Recommendation.

Wenjie Wang|Honghui Bao|Xinyu Lin|Jizhi Zhang|Yongqi Li|Fuli Feng|See-Kiong Ng|Tat-Seng Chua

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H2D: Hierarchical Heterogeneous Graph Learning Framework for Drug-Drug Interaction Prediction.

Ran Zhang|Xuezhi Wang|Sheng Wang|Kunpeng Liu|Yuanchun Zhou|Pengfei Wang

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CourIRL: Predicting Couriers' Behavior in Last-Mile Delivery Using Crossed-Attention Inverse Reinforcement Learning.

Shuai Wang|Tongtong Kong|Baoshen Guo|Li Lin|Haotian Wang

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AlignRec: Aligning and Training in Multimodal Recommendations.

Yifan Liu|Kangning Zhang|Xiangyuan Ren|Yanhua Huang|Jiarui Jin|Yingjie Qin|Ruilong Su|Ruiwen Xu|Yong Yu|Weinan Zhang

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Demonstration of a Multi-agent Framework for Text to SQL Applications with Large Language Models.

Chen Shen|Jin Wang|Sajjadur Rahman|Eser Kandogan

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MPHDetect: Multi-View Prompting and Hypergraph Fusion for Malevolence Detection in Dialogues.

Bo Xu|Xuening Qiao|Hongfei Lin|Linlin Zong

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InfinityMath: A Scalable Instruction Tuning Dataset in Programmatic Mathematical Reasoning.

Bo-Wen Zhang|Yan Yan|Lin Li|Guang Liu

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Hierarchical Information Propagation and Aggregation in Disentangled Graph Networks for Audience Expansion.

Li Lin|Xinyao Chen|Kaiwen Xia|Shuai Wang|Desheng Zhang|Tian He

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Efficient and Secure Contribution Estimation in Vertical Federated Learning.

Juan Li|Rui Deng|Tianzi Zang|Mingqi Kong|Kun Zhu

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DIFN: A Dual Intention-aware Network for Repurchase Recommendation with Hierarchical Spatio-temporal Fusion.

Li Lin|Xin Xu|Hai Wang|Tian He|Desheng Zhang|Shuai Wang

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Hierarchical Spatio-Temporal Graph Learning Based on Metapath Aggregation for Emergency Supply Forecasting.

Li Lin|Kaiwen Xia|Anqi Zheng|Shijie Hu|Shuai Wang

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Multi-Scale Contrastive Attention Representation Learning for Encrypted Traffic Classification.

Shuo Yang|Xinran Zheng|Jinze Li|Jinfeng Xu|Edith C. H. Ngai

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Scalable Transformer for High Dimensional Multivariate Time Series Forecasting.

Xin Zhou|Weiqing Wang|Wray L. Buntine|Shilin Qu|Abishek Sriramulu|Weicong Tan|Christoph Bergmeir

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Document-Level Relation Extraction Based on Heterogeneous Graph Reasoning.

Dong Li|Miao Li|Zhi-Lei Lei|Baoyan Song|Xiaohuan Shan

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Multi-Stage Refined Visual Captioning for Baidu Ad Creatives Generation.

Yi Yang|Xinyu Zhao|Kang Zhao|Zhipeng Jin|Wen Tao|Lin Liu|Shuanglong Li

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Learning Fair Invariant Representations under Covariate and Correlation Shifts Simultaneously.

Dong Li|Chen Zhao|Minglai Shao|Wenjun Wang

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Collaborative Alignment for Recommendation.

Chen Wang|Liangwei Yang|Zhiwei Liu|Xiaolong Liu|Mingdai Yang|Yueqing Liang|Philip S. Yu

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Sparks of Surprise: Multi-objective Recommendations with Hierarchical Decision Transformers for Diversity, Novelty, and Serendipity.

Jie Wang|Alexandros Karatzoglou|Ioannis Arapakis|Xin Xin|Xuri Ge|Joemon M. Jose

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DTFormer: A Transformer-Based Method for Discrete-Time Dynamic Graph Representation Learning.

Xi Chen|Yun Xiong|Siwei Zhang|Jiawei Zhang|Yao Zhang|Shiyang Zhou|Xixi Wu|Mingyang Zhang|Tengfei Liu|Weiqiang Wang

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Data Quality-aware Graph Machine Learning.

Yu Wang|Kaize Ding|Xiaorui Liu|Jian Kang|Ryan A. Rossi|Tyler Derr

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Topology-aware Retrieval Augmentation for Text Generation.

Yu Wang|Nedim Lipka|Ruiyi Zhang|Alexa F. Siu|Yuying Zhao|Bo Ni|Xin Wang|Ryan A. Rossi|Tyler Derr

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Enhancing Event Detection with Inter-Event Dependencies in Large Ontologies.

Samireh Abdi

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A Geometric Perspective for High-Dimensional Multiplex Graphs.

Kamel Abdous|Russ B. Altman|Nairouz Mrabah|Mohamed Bouguessa

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GeoAI for Natural Disaster Assessment.

Saugat Adhikari

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EDGE: A Conversational Interface driven by Large Language Models for Educational Knowledge Graphs Exploration.

Neda Afreen|Giacomo Balloccu|Ludovico Boratto|Gianni Fenu|Francesca Maridina Malloci|Mirko Marras|Andrea Giovanni Martis

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Ensembles for Outlier Detection and Evaluation.

Charu C. Aggarwal

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Accurate Path Prediction of Provenance Traces.

Raza Ahmad|Hee-Young Jung|Yuta Nakamura|Tanu Malik

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XplainScreen: Unveiling the Black Box of Graph Neural Network Drug Screening Models with a Unified XAI Framework.

Geonhee Ahn|Md. Mahim Anjum Haque|Subhashis Hazarika|Soo Kyung Kim

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Neural Additive Tensor Decomposition for Sparse Tensors.

Dawon Ahn|Uday Singh Saini|Evangelos E. Papalexakis|Ali Payani

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Navigating the Landscape of Reproducible Research: A Predictive Modeling Approach.

Akhil Pandey Akella|Sagnik Ray Choudhury|David Koop|Hamed Alhoori

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UGAD: Universal Generative AI Detector utilizing Frequency Fingerprints.

Inzamamul Alam|Muhammad Shahid Muneer|Simon S. Woo

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RevEx: An Online Consumer Reviews Extraction Tool.

Julián Alarte|Carlos Galindo|Carlos Martín|Josep Silva

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Assessing Human Viewpoints in Theory of Mind for Large Language Models in Open-Ended Questioning.

Maryam Amirizaniani

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AuditLLM: A Tool for Auditing Large Language Models Using Multiprobe Approach.

Maryam Amirizaniani|Elias Martin|Tanya G. Roosta|Aman Chadha|Chirag Shah

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Can LLMs Reason Like Humans? Assessing Theory of Mind Reasoning in LLMs for Open-Ended Questions.

Maryam Amirizaniani|Elias Martin|Maryna Sivachenko|Afra Mashhadi|Chirag Shah

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Spatio-temporal Graph Normalizing Flow for Probabilistic Traffic Prediction.

Yang An|Zhibin Li|Wei Liu|Haoliang Sun|Meng Chen|Wenpeng Lu|Yongshun Gong

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Understanding the User: An Intent-Based Ranking Dataset.

Abhijit Anand|Jurek Leonhardt|Venktesh V|Avishek Anand

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Advances in Citation Text Generation: Leveraging Multi-Source Seq2Seq Models and Large Language Models.

Hathai Tanta-ngai|Rajiv Ratn Shah|Avinash Anand|Ashwin R. Nair|Kritarth Prasad|Vrinda Narayan|Naman Lal|Debanjan Mahata|Yaman Singla|Rajiv Ratn Shah|Hathai Tanta-ngai

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Out-of-Distribution Aware Classification for Tabular Data.

Amirhossein Ansari|Ke Wang|Pulei Xiong

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Reviewerly: Modeling the Reviewer Assignment Task as an Information Retrieval Problem.

Negar Arabzadeh|Sajad Ebrahimi|Sara Salamat|Mahdi Bashari|Ebrahim Bagheri

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iRAG: Advancing RAG for Videos with an Incremental Approach.

Md. Adnan Arefeen|Biplob Debnath|Md. Yusuf Sarwar Uddin|Srimat Chakradhar

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3DLNews: A Three-decade Dataset of US Local News Articles.

Gangani Ariyarathne|Alexander C. Nwala

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Realistic Synthetic Signed Network Generation and Analysis.

Aikta Arya

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Preserving Old Memories in Vivid Detail: Human-Interactive Photo Restoration Framework.

Seung-Yeon Back|Geonho Son|Dahye Jeong|Eunil Park|Simon S. Woo

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Aligning Large Language Model with Direct Multi-Preference Optimization for Recommendation.

Zhuoxi Bai|Ning Wu|Fengyu Cai|Xinyi Zhu|Yun Xiong

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FactCheckBureau: Build Your Own Fact-Check Analysis Pipeline.

Oana Balalau|Sungchul Kim|Pablo Bertaud-Velten|Younes El Fraihi|Garima Gaur|Oana Goga|Samuel S. Guimarães|Ioana Manolescu|Brahim Saadi

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STaR: Space and Time-aware Statistic Query Answering.

Oana Balalau|Simon Ebel|Helena Galhardas|Théo Galizzi|Ioana Manolescu

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City Foundation Models for Learning General Purpose Representations from OpenStreetMap.

Pasquale Balsebre|Weiming Huang|Gao Cong|Yi Li

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Deep Journey Hierarchical Attention Networks for Conversion Predictions in Digital Marketing.

Girim Ban|Hyeonseok Yun|Banseok Lee|David Sung|Simon S. Woo

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A Learning-based Approach for Explaining Language Models.

Oren Barkan|Yonatan Toib|Yehonatan Elisha|Noam Koenigstein

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COSCO: A Sharpness-Aware Training Framework for Few-shot Multivariate Time Series Classification.

Jesus Barreda|Ashley Gomez|Ruben Puga|Kaixiong Zhou|Li Zhang

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Covering a Graph with Dense Subgraph Families, via Triangle-Rich Sets.

Sabyasachi Basu|Daniel Paul-Pena|Kun Qian|C. Seshadhri|Edward W. Huang|Karthik Subbian

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Fractional Budget Allocation for Influence Maximization under General Marketing Strategies.

Akhil Bhimaraju|Eliot W. Robson|Lav R. Varshney|Abhishek K. Umrawal

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Hierarchical Graph Latent Diffusion Model for Conditional Molecule Generation.

Tian Bian|Yifan Niu|Heng Chang|Divin Yan|Junzhou Huang|Yu Rong|Tingyang Xu|Jia Li|Hong Cheng

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Discovering Denial Constraints Based on Deep Reinforcement Learning.

Lingfeng Bian|Weidong Yang|Jingyi Xu|Zijing Tan

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LiNR: Model Based Neural Retrieval on GPUs at LinkedIn.

Fedor Borisyuk|Qingquan Song|Mingzhou Zhou|Ganesh Parameswaran|Madhu Arun|Siva Popuri|Tugrul Bingol|Zhuotao Pei|Kuang-Hsuan Lee|Lu Zheng|Qizhan Shao|Ali Naqvi|Sen Zhou|Aman Gupta

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Finding MIDDLE Ground: Scalable and Secure Distributed Learning.

Marco Bornstein|Nawaf Nazir|Ján Drgona|Soumya Kundu|Veronica Adetola

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IEcons: A New Consensus Approach Using Multi-Text Representations for Clustering Task.

Yong-il Lee|Karima Boutalbi|Rafika Boutalbi|Hervé Verjus|Sang-Hyob Nam|Kavé Salamatian|Jaeseung Jeong|Sang-Hyob Nam|Hervé Verjus|Jaeseung Jeong|Kavé Salamatian|David Telisson|Olivier Le Van

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LLP-Bench: A Large Scale Tabular Benchmark for Learning from Label Proportions.

Anand Brahmbhatt|Mohith Pokala|Rishi Saket|Aravindan Raghuveer

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Facets of Disparate Impact: Evaluating Legally Consistent Bias in Machine Learning.

Jarren Briscoe|Assefaw H. Gebremedhin

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Pairing Clustered Inverted Indexes with κ-NN Graphs for Fast Approximate Retrieval over Learned Sparse Representations.

Sebastian Bruch|Franco Maria Nardini|Cosimo Rulli|Rossano Venturini

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Early Exit Strategies for Approximate k-NN Search in Dense Retrieval.

Francesco Busolin|Claudio Lucchese|Franco Maria Nardini|Salvatore Orlando|Raffaele Perego|Salvatore Trani

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3M-Health: Multimodal Multi-Teacher Knowledge Distillation for Mental Health Detection.

Rina Carines Cabral|Siwen Luo|Josiah Poon|Soyeon Caren Han

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Wise Fusion: Group Fairness Enhanced Rank Fusion.

Kathleen Cachel|Elke A. Rundensteiner

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FairRankTune: A Python Toolkit for Fair Ranking Tasks.

Kathleen Cachel|Elke A. Rundensteiner

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Bubble Sketch: A High-performance and Memory-efficient Sketch for Finding Top-k Items in Data Streams.

Lu Cao|Qilong Shi|Yuxi Liu|Hanyue Zheng|Yao Xin|Wenjun Li|Tong Yang|Yangyang Wang|Yang Xu|Weizhe Zhang|Mingwei Xu

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MATCC: A Novel Approach for Robust Stock Price Prediction Incorporating Market Trends and Cross-time Correlations.

Zhiyuan Cao|Jiayu Xu|Chengqi Dong|Peiwen Yu|Tian Bai

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Scalable Unsupervised Feature Selection with Reconstruction Error Guarantees via QMR Decomposition.

Ciwan Ceylan|Kambiz Ghoorchian|Danica Kragic

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End-to-End Aspect Based Sentiment Analysis Using Graph Attention Network.

Abir Chakraborty

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DiHAN: A Novel Dynamic Hierarchical Graph Attention Network for Fake News Detection.

Ya-Ting Chang|Zhibo Hu|Xiaoyu Li|Shuiqiao Yang|Jiaojiao Jiang|Nan Sun

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Deep Noise-Aware Quality Loss for Speaker Verification.

Pantid Chantangphol|Theerat Sakdejayont|Monchai Lertsutthiwong|Tawunrat Chalothorn

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Traversing the Journey of Data and AI: From Convergence to Translation.

Nitesh V. Chawla

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Empowering Private Tutoring by Chaining Large Language Models.

Yulin Chen|Ning Ding|Hai-Tao Zheng|Zhiyuan Liu|Maosong Sun|Bowen Zhou

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Hyperedge Importance Estimation via Identity-aware Hypergraph Attention Network.

Yin Chen|Xiaoyang Wang|Chen Chen

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Unifying Spectral and Spatial Graph Neural Networks.

Zhiqian Chen|Lei Zhang|Liang Zhao

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Honest-Majority Maliciously Secure Skyline Queries on Outsourced Data.

Yu Chen|Lin Liu|Rongmao Chen|Shaojing Fu|Yuexiang Yang

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Assessing Image Inpainting via Re-Inpainting Self-Consistency Evaluation.

Tianyi Chen|Jianfu Zhang|Yan Hong|Yiyi Zhang|Liqing Zhang

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Urban Traffic Accident Risk Prediction Revisited: Regionality, Proximity, Similarity and Sparsity.

Minxiao Chen|Haitao Yuan|Nan Jiang|Zhifeng Bao|Shangguang Wang

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Towards Online and Safe Configuration Tuning with Semi-supervised Anomaly Detection.

Haitian Chen|Xu Chen|Zibo Liang|Xiushi Feng|Jiandong Xie|Han Su|Kai Zheng

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PTSR: Prefix-Target Graph-based Sequential Recommendation.

Jiayu Chen|Xiaoyu Du|Yonghua Pan|Jinhui Tang

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Empowering LLMs for Multi-Page Layout Generation via Consistency-Oriented In-Context Learning.

Mengyao Chen|Xinghua Zhang|Junhao Zhang|Quangang Li|Tingwen Liu

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Feedback Reciprocal Graph Collaborative Filtering.

Weijun Chen|Yuanchen Bei|Qijie Shen|Hao Chen|Xiao Huang|Feiran Huang

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PP4RNR: Popularity- and Position-Aware Contrastive Learning for Retrieval-Driven News Recommendation.

Wenwei Chen|Yewang Chen

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Domain Alignment with Large Vision-language Models for Cross-domain Remote Sensing Image Retrieval.

Yan Chen|Guocan Cai|Fufang Li|Yangtao Wang|Xin Tan|Xiaocui Li

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ELCoRec: Enhance Language Understanding with Co-Propagation of Numerical and Categorical Features for Recommendation.

Jizheng Chen|Kounianhua Du|Jianghao Lin|Bo Chen|Ruiming Tang|Weinan Zhang|Yong Yu

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CMG: A Causality-enhanced Multi-view Graph Model for Stock Trend Prediction.

Xi Cheng|Liang Wang|Yunan Zeng|Qiang Liu

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PACIFIC: Enhancing Sequential Recommendation via Preference-aware Causal Intervention and Counterfactual Data Augmentation.

Jinpeng Chen|Huachen Guan|Huan Li|Fan Zhang|Liwei Huang|Guangyao Pang|Xiongnan Jin

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FCS-HGNN: Flexible Multi-type Community Search in Heterogeneous Information Networks.

Guoxin Chen|Fangda Guo|Yongqing Wang|Yanghao Liu|Peiying Yu|Huawei Shen|Xueqi Cheng

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MODRL-TA: A Multi-Objective Deep Reinforcement Learning Framework for Traffic Allocation in E-Commerce Search.

Peng Cheng|Huimu Wang|Jinyuan Zhao|Yihao Wang|Enqiang Xu|Yu Zhao|Zhuojian Xiao|Songlin Wang|Guoyu Tang|Lin Liu|Sulong Xu

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SVIPTR: Fast and Efficient Scene Text Recognition with Vision Permutable Extractor.

Xianfu Cheng|Weixiao Zhou|Xiang Li|Jian Yang|Hang Zhang|Tao Sun|Wei Zhang|Yuying Mai|Tongliang Li|Xiaoming Chen|Zhoujun Li

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Missing Interest Modeling with Lifelong User Behavior Data for Retrieval Recommendation.

Gaode Chen|Yuezihan Jiang|Rui Huang|Kuo Cai|Yunze Luo|Ruina Sun|Qi Zhang|Han Li|Kun Gai

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Hands-On Introduction to Quantum Machine Learning.

Samuel Yen-Chi Chen|Joongheon Kim

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Improving Message-Passing GNNs by Asynchronous Aggregation.

Jialong Chen|Tianchi Liao|Chuan Chen|Zibin Zheng

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Social Influence Learning for Recommendation Systems.

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

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Distributed Boosting: An Enhancing Method on Dataset Distillation.

Xuechao Chen|Wenchao Meng|Peiran Wang|Qihang Zhou

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PlayBest: Professional Basketball Player Behavior Synthesis via Planning with Diffusion.

Xiusi Chen|Wei-Yao Wang|Ziniu Hu|David Reynoso|Kun Jin|Mingyan Liu|P. Jeffrey Brantingham|Wei Wang

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ERASE: Error-Resilient Representation Learning on Graphs for Label Noise Tolerance.

Ling-Hao Chen|Yuanshuo Zhang|Taohua Huang|Liangcai Su|Zeyi Lin|Xi Xiao|Xiaobo Xia|Tongliang Liu

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Trustworthy and Responsible AI for Information and Knowledge Management System.

Huaming Chen|Jun Zhuang|Yu Yao|Wei Jin|Haohan Wang|Yong Xie|Chi-Hung Chi|Kim-Kwang Raymond Choo

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Personalized Video Summarization by Multimodal Video Understanding.

Kashif Riaz|Brian Y. Chen|Xiangyuan Zhao|Kashif Riaz|Xiangyuan Zhao|Yingnan Zhu

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1st Workshop on Multimodal Search and Recommendations (CIKM MMSR '24).

Aditya Chichani|Surya Kallumadi|Tracy Holloway King|Andrei Lopatenko

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BioMAISx: A Corpus for Aspect-Based Sentiment Analysis of Media Representations of Agricultural Biotechnologies in Africa.

Patricia Chiril|Trevor Spreadbury|Joeva Rock|Brian Dowd-Uribe|David Uminsky

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Music2P: A Multi-Modal AI-Driven Tool for Simplifying Album Cover Design.

Joong Ho Choi|Geonyeong Choi|Ji Eun Han|Wonjin Yang|Zhi-Qi Cheng

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DeepClair: Utilizing Market Forecasts for Effective Portfolio Selection.

Donghee Choi|Jinkyu Kim|Mogan Gim|Jinho Lee|Jaewoo Kang

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Blind-Match: Efficient Homomorphic Encryption-Based 1: N Matching for Privacy-Preserving Biometric Identification.

Hyunmin Choi|Jiwon Kim|Chiyoung Song|Simon S. Woo|Hyoungshick Kim

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Automatic Large Language Model Evaluation via Peer Review.

Zhumin Chu|Qingyao Ai|Yiteng Tu|Haitao Li|Yiqun Liu

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Causal Interventional Prediction System for Robust and Explainable Effect Forecasting.

Zhixuan Chu|Hui Ding|Guang Zeng|Shiyu Wang|Yiming Li

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TESSM: Tree-based Selective State Space Models for Efficient Join Order Selection Learning.

Yaohui Chu|Yizhe Liu|Yue Zhang|Xuan Hou|Longfei Yu|Zhaohui Peng

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Exploiting Preferences in Loss Functions for Sequential Recommendation via Weak Transitivity.

Hyunsoo Chung|Jungtaek Kim|Hyungeun Jo|Hyungwon Choi

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Time is Not Enough: Time-Frequency based Explanation for Time-Series Black-Box Models.

Hyunseung Chung|Sumin Jo|Yeonsu Kwon|Edward Choi

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Leveraging Knowledge Graphs and LLMs to Support and Monitor Legislative Systems.

Andrea Colombo

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The Veracity Problem: Detecting False Information and its Propagation on Online Social Media Networks.

Sarah Condran

doi dblp

International Workshop on Online and Adaptive Recommender Systems (OARS 2024).

Xiquan Cui|Vachik S. Dave|Yi Su|Khalifeh Al Jadda|Srijan Kumar|Julian J. McAuley|Tao Ye|Stephen D. Guo|Chip Huyen

doi dblp

Context Matters: Enhancing Sequential Recommendation with Context-aware Diffusion-based Contrastive Learning.

Ziqiang Cui|Haolun Wu|Bowei He|Ji Cheng|Chen Ma

doi dblp

Shaded Route Planning Using Active Segmentation and Identification of Satellite Images.

Longchao Da|Rohan Chhibba|Rushabh Jaiswal|Ariane Middel|Hua Wei

doi dblp

UniEmbedding: Learning Universal Multi-Modal Multi-Domain Item Embeddings via User-View Contrastive Learning.

Boqi Dai|Zhaocheng Du|Jieming Zhu|Jintao Xu|Deqing Zou|Quanyu Dai|Zhenhua Dong|Rui Zhang|Hai-Tao Zheng

doi dblp

MSG-Chart: Multimodal Scene Graph for ChartQA.

Yue Dai|Soyeon Caren Han|Wei Liu

doi dblp

Enhancing E-Commerce Query Rewriting: A Large Language Model Approach with Domain-Specific Pre-Training and Reinforcement Learning.

Aijun Dai|Zhenyu Zhu|Haiqing Hu|Guoyu Tang|Lin Liu|Sulong Xu

doi dblp

ByGCN: Spatial Temporal Byroad-Aware Graph Convolution Network for Traffic Flow Prediction in Road Networks.

Tangpeng Dan|Xiao Pan|Bolong Zheng|Xiaofeng Meng

doi dblp

Transforming Location Retrieval at Airbnb: A Journey from Heuristics to Reinforcement Learning.

Dillon Davis|Huiji Gao|Thomas Legrand|Malay Haldar|Alex Deng|Han Zhao|Liwei He|Sanjeev Katariya

doi dblp

Automated Nanoparticle Image Processing Pipeline for AI-Driven Materials Characterization.

Alexandra L. Day|Carolin B. Wahl|Roberto dos Reis|Wei-keng Liao|Vinayak P. Dravid|Alok N. Choudhary|Ankit Agrawal

doi dblp

PROSPECT: Learn MLPs on Graphs Robust against Adversarial Structure Attacks.

Bowen Deng|Jialong Chen|Yanming Hu|Zhiyong Xu|Chuan Chen|Tao Zhang

doi dblp

A Systematic Evaluation of Generated Time Series and Their Effects in Self-Supervised Pretraining.

Audrey Der|Chin-Chia Michael Yeh|Xin Dai|Huiyuan Chen|Yan Zheng|Yujie Fan|Zhongfang Zhuang|Vivian Lai|Junpeng Wang|Liang Wang|Wei Zhang|Eamonn J. Keogh

doi dblp

A Supervised BERT Model for Identifying Core-Intent Bearing Phrases in e-Commerce Queries.

Abhishek Sudhakar Deshmukh|Arnab Dutta

doi dblp

A Skill Proficiency Framework for Workforce Learning and Development.

Rebecca Dew|Mingzhao Li|Sandya Baratha Raj

doi dblp

Quantum Inverse Contextual Vision Transformers (Q-ICVT): A New Frontier in 3D Object Detection for AVs.

Sanjay Bhargav Dharavath|Tanmoy Dam|Supriyo Chakraborty|Prithwiraj Roy|Aniruddha Maiti

doi dblp

DRFormer: Multi-Scale Transformer Utilizing Diverse Receptive Fields for Long Time-Series Forecasting.

Ruixin Ding|Yuqi Chen|Yu-Ting Lan|Wei Zhang

doi dblp

Boosting Large Language Models with Socratic Method for Conversational Mathematics Teaching.

Yuyang Ding|Hanglei Hu|Jie Zhou|Qin Chen|Bo Jiang|Liang He

doi dblp

ALDF: An Adaptive Logical Decision Framework for Multimodal Named Entity Recognition.

Guohui Ding|Tianhao Jiang|Rui Zhou|Qian Gao

doi dblp

Effective Illicit Account Detection on Large Cryptocurrency MultiGraphs.

Zhihao Ding|Jieming Shi|Qing Li|Jiannong Cao

doi dblp

SGOOD: Substructure-enhanced Graph-Level Out-of-Distribution Detection.

Zhihao Ding|Jieming Shi|Shiqi Shen|Xuequn Shang|Jiannong Cao|Zhipeng Wang|Zhi Gong

doi dblp

An Evaluation Framework for Attributed Information Retrieval using Large Language Models.

Hanane Djeddal|Pierre Erbacher|Raouf Toukal|Laure Soulier|Karen Pinel-Sauvagnat|Sophia Katrenko|Lynda Tamine

doi dblp

Fairness in Large Language Models in Three Hours.

Thang Viet Doan|Zichong Wang|Nhat Nguyen Minh Hoang|Wenbin Zhang

doi dblp

Efficient Global Message Passing for Heterophilous Graphs.

Yanfei Dong|Mohammed Haroon Dupty|Lambert Deng|Yong Liang Goh|Wee Sun Lee

doi dblp

PIXEL: Prompt-based Zero-shot Hashing via Visual and Textual Semantic Alignment.

Zeyu Dong|Qingqing Long|Yihang Zhou|Pengfei Wang|Zhihong Zhu|Xiao Luo|Yidong Wang|Pengyang Wang|Yuanchun Zhou

doi dblp

Boosting Certificate Robustness for Time Series Classification with Efficient Self-Ensemble.

Chang George Dong|Zhengyang David Li|Liangwei Nathan Zheng|Weitong Chen|Wei Emma Zhang

doi dblp

On the Use of Large Language Models for Table Tasks.

Yuyang Dong|Masafumi Oyamada|Chuan Xiao|Haochen Zhang

doi dblp

FZR: Enhancing Knowledge Transfer via Shared Factors Composition in Zero-Shot Relational Learning.

Zhijun Dong|Likang Wu|Kai Zhang|Ye Liu|Yanghai Zhang|Zhi Li|Hongke Zhao|Enhong Chen

doi dblp

Enhancing Deep Entity Resolution with Integrated Blocker-Matcher Training: Balancing Consensus and Discrepancy.

Wenzhou Dou|Derong Shen|Xiangmin Zhou|Hui Bai|Yue Kou|Tiezheng Nie|Hang Cui|Ge Yu

doi dblp

Towards Uncertainty Quantification for Time Series Segmentation.

Erick Draayer|Huiping Cao

doi dblp

Explainable Stock Price Movement Prediction using Contrastive Learning.

Kelvin Du|Rui Mao|Frank Xing|Erik Cambria

doi dblp

iMIRACLE: An Iterative Multi-View Graph Neural Network to Model Intercellular Gene Regulation From Spatial Transcriptomic Data.

Ziheng Duan|Siwei Xu|Cheyu Lee|Dylan Riffle|Jing Zhang

doi dblp

Integrating Fair Representation Learning with Fairness Regularization for Intersectional Group Fairness.

David Quashigah Dzakpasu|Jixue Liu|Jiuyong Li|Lin Liu

doi dblp

VHAKG: A Multi-modal Knowledge Graph Based on Synchronized Multi-view Videos of Daily Activities.

Shusaku Egami|Takanori Ugai|Swe Nwe Nwe Htun|Ken Fukuda

doi dblp

Probabilistic Path Integration with Mixture of Baseline Distributions.

Yehonatan Elisha|Oren Barkan|Noam Koenigstein

doi dblp

Accurate Embedding-based Log Determinant Optimization.

Daye Eun|Byungkon Kang

doi dblp

Effective Clean-Label Backdoor Attacks on Graph Neural Networks.

Xuanhao Fan|Enyan Dai

doi dblp

A Spatio-Temporal Diffusion Model for Missing and Real-Time Financial Data Inference.

Yupeng Fang|Ruirui Liu|Huichou Huang|Peilin Zhao|Qingyao Wu

doi dblp

Progressive Multimodal Pivot Learning: Towards Semantic Discordance Understanding as Humans.

Junlin Fang|Wenya Wang|Tianze Luo|Yanyong Huang|Fengmao Lv

doi dblp

Precision Meets Resilience: Cross-Database Generalization with Uncertainty Quantification for Robust Cost Estimation.

Shuhuan Fan|Mengshu Hou|Rui Xi|Wenwen Ma

doi dblp

Parallel-friendly Spatio-Temporal Graph Learning for Photovoltaic Degradation Analysis at Scale.

Yangxin Fan|Raymond Wieser|Laura S. Bruckman|Roger H. French|Yinghui Wu

doi dblp

pyPANTERA: A Python PAckage for Natural language obfuscaTion Enforcing pRivacy & Anonymization.

Francesco Luigi De Faveri|Guglielmo Faggioli|Nicola Ferro

doi dblp

Federated Heterogeneous Contrastive Distillation for Molecular Representation Learning.

Jinjia Feng|Zhen Wang|Zhewei Wei|Yaliang Li|Bolin Ding|Hongteng Xu

doi dblp

CHDAER: Consistent Hashing-based Data Allocation for Efficient Recommendation in Edge Environment.

Zhikang Feng|Chao Yan|Rong Jiang|Xiaolong Xu|Shafiq Alam|Wanchun Dou|Xuyun Zhang|Xiaokang Zhou|Shafiq Alam|Wanchun Dou|Lianyong Qi

doi dblp

A Generative Benchmark Creation Framework for Detecting Common Data Table Versions.

Daniel C. Fox|Aamod Khatiwada|Roee Shraga

doi dblp

GraphWeaver: Billion-Scale Cybersecurity Incident Correlation.

Scott Freitas|Amir Gharib

doi dblp

Retrogressive Document Manipulation of US Federal Environmental Websites.

Lesley Frew|Michael L. Nelson|Michele C. Weigle

doi dblp

DCAI: The 4th International Workshop on Data-Centric AI.

Yanjie Fu|Kunpeng Liu|Dongjie Wang

doi dblp

SINKT: A Structure-Aware Inductive Knowledge Tracing Model with Large Language Model.

Lingyue Fu|Hao Guan|Kounianhua Du|Jianghao Lin|Wei Xia|Weinan Zhang|Ruiming Tang|Yasheng Wang|Yong Yu

doi dblp

Tabular Data-centric AI: Challenges, Techniques and Future Perspectives.

Yanjie Fu|Dongjie Wang|Hui Xiong|Kunpeng Liu

doi dblp

ACDM: An Effective and Scalable Active Clustering with Pairwise Constraint.

Xun Fu|Wen-Bo Xie|Bin Chen|Tao Deng|Tian Zou|Xin Wang

doi dblp

HierRec: Scenario-Aware Hierarchical Modeling for Multi-scenario Recommendations.

Jingtong Gao|Bo Chen|Menghui Zhu|Xiangyu Zhao|Xiaopeng Li|Yuhao Wang|Yichao Wang|Huifeng Guo|Ruiming Tang

doi dblp

Compositional and Hierarchical Semantic Learning Model for Hospital Readmission Prediction.

Weiting Gao|Xiangyu Gao|Yi Chen

doi dblp

Demystifying Financial Texts Using Natural Language Processing.

Sohom Ghosh

doi dblp

Tiled Bit Networks: Sub-Bit Neural Network Compression Through Reuse of Learnable Binary Vectors.

Matt Gorbett|Hossein Shirazi|Indrakshi Ray

doi dblp

Beyond Language Bias: Overcoming Multimodal Shortcut and Distribution Biases for Robust Visual Question Answering.

Jingliang Gu|Zhixin Li

doi dblp

Look Globally and Reason: Two-stage Path Reasoning over Sparse Knowledge Graphs.

Saiping Guan|Jiyao Wei|Xiaolong Jin|Jiafeng Guo|Xueqi Cheng

doi dblp

CancerKG.ORG - A Web-scale, Interactive, Verifiable Knowledge Graph-LLM Hybrid for Assisting with Optimal Cancer Treatment and Care.

Michael N. Gubanov|Anna Pyayt|Aleksandra Karolak

doi dblp

Mitigating Cold-Start Problems in Knowledge Tracing with Large Language Models: An Attribute-aware Approach.

Yuxiang Guo|Shuanghong Shen|Qi Liu|Zhenya Huang|Linbo Zhu|Yu Su|Enhong Chen

doi dblp

A Bayesian Multi-Armed Bandit Algorithm for Bid Shading in Online Display Advertising.

Mengzhuo Guo|Wuqi Zhang|Congde Yuan|Binfeng Jia|Guoqing Song|Hua Hua|Shuangyang Wang|Qingpeng Zhang

doi dblp

Graph Local Homophily Network for Anomaly Detection.

Ronghui Guo|Minghui Zou|Sai Zhang|Xiaowang Zhang|Zhizhi Yu|Zhiyong Feng

doi dblp

Covid19-twitter: A Twitter-based Dataset for Discourse Analysis in Sentence-level Sentiment Classification.

Shashank Gupta|Mohamed Reda Bouadjenek|Antonio Robles-Kelly|Tsz-Kwan Lee|Thanh Thi Nguyen|Asef Nazari|Dhananjay R. Thiruvady

doi dblp

GraphScale: A Framework to Enable Machine Learning over Billion-node Graphs.

Vipul Gupta|Xin Chen|Ruoyun Huang|Fanlong Meng|Jianjun Chen|Yujun Yan

doi dblp

RECE: Reduced Cross-Entropy Loss for Large-Catalogue Sequential Recommenders.

Danil Gusak|Gleb Mezentsev|Ivan V. Oseledets|Evgeny Frolov

doi dblp

MSTEM: Masked Spatiotemporal Event Series Modeling for Urban Undisciplined Events Forecasting.

Zehao Gu|Shiyang Zhou|Yun Xiong|Yang Luo|Hongrun Ren|Qiang Wang|Xiaofeng Gao|Philip S. Yu

doi dblp

Planes, Trains and Automobiles: Leverage Multimodal In-Mission Signals for Shopping Journeys.

Viet Ha-Thuc|Shasha Li|Arnau Ramisa|Xinliang Zhu

doi dblp

Quality Prediction in Arc Welding: Leveraging Transformer Models and Discrete Representations from Vector Quantised-VAE.

Yannik Hahn|Robert F. Maack|Hasan Tercan|Tobias Meisen|Marion Purrio|Guido Buchholz|Matthias Angerhausen

doi dblp

Fragment Allocations for Partially Replicated Databases Considering Data Modifications and Changing Workloads.

Stefan Halfpap|Rainer Schlosser

doi dblp

The Factuality of Large Language Models in the Legal Domain.

Rajaa El Hamdani|Thomas Bonald|Fragkiskos D. Malliaros|Nils Holzenberger|Fabian M. Suchanek

doi dblp

Quantum Cognition-Inspired EEG-based Recommendation via Graph Neural Networks.

Jinkun Han|Wei Li|Yingshu Li|Zhipeng Cai

doi dblp

HeckmanCD: Exploiting Selection Bias in Cognitive Diagnosis.

Dongxuan Han|Avirup Sil|Shiwei Tong|Qi Liu|Siqi Lei|Shiwei Tong|Avirup Sil|Wei Huang

doi dblp

Enhancing CTR Prediction through Sequential Recommendation Pre-training: Introducing the SRP4CTR framework.

Ruidong Han|Qianzhong Li|He Jiang|Rui Li|Yurou Zhao|Xiang Li|Wei Lin

doi dblp

Multi-Modal Sarcasm Detection via Graph Convolutional Network and Dynamic Network.

Jiaqi Hao|Junfeng Zhao|Zhigang Wang

doi dblp

A General Strategy Graph Collaborative Filtering for Recommendation Unlearning.

Yongjing Hao|Fuzhen Zhuang|Deqing Wang|Guanfeng Liu|Victor S. Sheng|Pengpeng Zhao

doi dblp

Interpretable Triplet Importance for Personalized Ranking.

Bowei He|Chen Ma

doi dblp

Frontiers of Large Language Model-Based Agentic Systems - Construction, Efficacy and Safety.

Jia He|Reshmi Ghosh|Kabir Walia|Jieqiu Chen|Tushar Dhadiwal|April Hazel|Chandra Inguva

doi dblp

Spatio-Temporal Transformer Network with Physical Knowledge Distillation for Weather Forecasting.

Jing He|Junzhong Ji|Minglong Lei

doi dblp

On the Sensitivity of Individual Fairness: Measures and Robust Algorithms.

Xinyu He|Jian Kang|Ruizhong Qiu|Fei Wang|Jose Sepulveda|Hanghang Tong

doi dblp

Cryptocurrency Price Forecasting using Variational Autoencoder with Versatile Quantile Modeling.

Sungchul Hong|Seunghwan An|Jong-June Jeon

doi dblp

A Contextual Combinatorial Semi-Bandit Approach to Network Bottleneck Identification.

Fazeleh Sadat Hoseini|Niklas Åkerblom|Morteza Haghir Chehreghani

doi dblp

Nonparametric Estimation of Non-Smooth Divergences.

M. Mahbub Hossain|Alan Wisler|Kevin R. Moon

doi dblp

Enhanced Retrieval Effectiveness through Selective Query Generation.

Seyed Mohammad Hosseini|Negar Arabzadeh|Morteza Zihayat|Ebrahim Bagheri

doi dblp

NC2D: Novel Class Discovery for Node Classification.

Yue Hou|Xueyuan Chen|He Zhu|Ruomei Liu|Bowen Shi|Jiaheng Liu|Junran Wu|Ke Xu

doi dblp

New Localization Frameworks: User-centric Approaches to Source Localization in Real-world Propagation Scenarios.

Dongpeng Hou|Yuchen Wang|Chao Gao|Xianghua Li|Zhen Wang

doi dblp

PIECE: Protagonist Identification and Event Chronology Extraction for Enhanced Timeline Summarization.

Tz-Huan Hsu|Li-Hsuan Chin|Yen-Hao Huang|Yi-Shin Chen

doi dblp

Accurate Neural Network Option Pricing Methods with Control Variate Techniques and Data Synthesis/Cleaning with Financial Rationality.

Chia-Wei Hsu|Tian-Shyr Dai|Chuan-Ju Wang|Ying-Ping Chen

doi dblp

The Devil is in the Sources! Knowledge Enhanced Cross-Domain Recommendation in an Information Bottleneck Perspective.

Binbin Hu|Weifan Wang|Shuhan Wang|Ziqi Liu|Bin Shen|Yong He|Jiawei Chen

doi dblp

To Explore or Exploit? A Gradient-informed Framework to Address the Feedback Loop for Graph based Recommendation.

Zhigang Huangfu|Binbin Hu|Zhengwei Wu|Fengyu Han|Gong-Duo Zhang|Lihong Gu|Zhiqiang Zhang

doi dblp

DIIT: A Domain-Invariant Information Transfer Method for Industrial Cross-Domain Recommendation.

Hany Azzam|Chaochao Chen|Heyuan Huang|Thomas Roelleke|Pengxiang Cheng|Xingyu Lou|Hany Azzam|Chaochao Chen|Pengxiang Cheng|Thomas Roelleke|Yue Xin|Chengwei He|Xiang Liu|Jun Wang

doi dblp

EXIT: An EXplicit Interest Transfer Framework for Cross-Domain Recommendation.

Lei Huang|Weitao Li|Chenrui Zhang|Jinpeng Wang|Xianchun Yi|Sheng Chen

doi dblp

From Retrieval to Generation: Efficient and Effective Entity Set Expansion.

Shulin Huang|Shirong Ma|Yangning Li|Yinghui Li|Hai-Tao Zheng

doi dblp

Application of Large Language Models in Chemistry Reaction Data Extraction and Cleaning.

Xiaobao Huang|Mihir Surve|Yuhan Liu|Tengfei Luo|Olaf Wiest|Xiangliang Zhang|Nitesh V. Chawla

doi dblp

Robust Sequence-Based Self-Supervised Representation Learning for Anti-Money Laundering.

Shuaibin Huang|Yun Xiong|Yi Xie|Tianyu Qiu|Guangzhong Wang

doi dblp

Optimizing Numerical Estimation and Operational Efficiency in the Legal Domain through Large Language Models.

Jia-Hong Huang|Chao-Chun Yang|Yixian Shen|Alessio M. Pacces|Evangelos Kanoulas

doi dblp

A Payment Transaction Pre-training Model for Fraud Transaction Detection.

Wenxi Huang|Zhangyi Zhao|Xiaojun Chen|Qin Zhang|Mark Junjie Li|Hanjing Su|Qingyao Wu

doi dblp

RD-P: A Trustworthy Retrieval-Augmented Prompter with Knowledge Graphs for LLMs.

Yubo Huang|Guosun Zeng

doi dblp

Understanding GNNs for Boolean Satisfiability through Approximation Algorithms.

Jan Hula|David Mojzísek|Mikolás Janota

doi dblp

DAMOCRO: A Data Migration Framework Using Online Classification and Reordering.

Zhongxin Hu|Kaiyu Li|Xingjian Mao|Jingfeng Pan|Yunfei Peng|Aijun An|Xiaohui Yu|Dariusz Jania

doi dblp

APTNESS: Incorporating Appraisal Theory and Emotion Support Strategies for Empathetic Response Generation.

Yuxuan Hu|Minghuan Tan|Chenwei Zhang|Zixuan Li|Xiaodan Liang|Min Yang|Chengming Li|Xiping Hu

doi dblp

Reinforcement Feature Transformation for Polymer Property Performance Prediction.

Xuanming Hu|Dongjie Wang|Wangyang Ying|Yanjie Fu

doi dblp

LEX-GNN: Label-Exploring Graph Neural Network for Accurate Fraud Detection.

Woochang Hyun|Maarten van Steen|Insoo Lee|Bongwon Suh|Woochang Hyun|Maarten van Steen

doi dblp

Human-in-the-Loop Feature Discovery for Tabular Data.

Andra Ionescu|Zeger Mouw|Efthimia Aivaloglou|Rihan Hai|Asterios Katsifodimos

doi dblp

PISeL: Pipelining DNN Inference for Serverless Computing.

Masoud Rahimi Jafari|Jianchang Su|Yifan Zhang|Oliver Wang|Wei Zhang

doi dblp

Fast and Accurate PARAFAC2 Decomposition for Time Range Queries on Irregular Tensors.

Jun-Gi Jang|Yong-chan Park|U Kang

doi dblp

Evaluating Social Media Reach via Mainstream Media Discourse.

Himarsha R. Jayanetti

doi dblp

HiLite: Hierarchical Level-implemented Architecture Attaining Part-Whole Interpretability.

Yoo Hyun Jeong|Sunghyun Hwang|Dong-Kyu Chae

doi dblp

Calibration-Disentangled Learning and Relevance-Prioritized Reranking for Calibrated Sequential Recommendation.

Hyunsik Jeon|Ben Leinfelder|Se-eun Yoon|Julian J. McAuley|Ben Leinfelder|Se-eun Yoon

doi dblp

GraphVAE: Unveiling Dynamic Stock Relationships with Variational Autoencoder-based Factor Modeling.

Yulong Jia|Guanxing Li|Ganlong Zhao|Xiangru Lin|Guanbin Li

doi dblp

GameTrail: Probabilistic Lifecycle Process Model for Deep Game Understanding.

Shanyang Jiang|Lan Zhang|Hui Xu|Jiahui Huang|Qi He|Xing Zhou|Lei Huang|Jie Jiang

doi dblp

Physics-guided Active Sample Reweighting for Urban Flow Prediction.

Wei Jiang|Tong Chen|Guanhua Ye|Wentao Zhang|Lizhen Cui|Zi Huang|Hongzhi Yin

doi dblp

Tackling Noisy Clients in Federated Learning with End-to-end Label Correction.

Xuefeng Jiang|Sheng Sun|Jia Li|Jingjing Xue|Runhan Li|Zhiyuan Wu|Gang Xu|Yuwei Wang|Min Liu

doi dblp

Deep Uncertainty-Based Explore for Index Construction and Retrieval in Recommendation System.

Xin Jiang|Kaiqiang Wang|Yinlong Wang|Fengchang Lv|Taiyang Peng|Shuai Yang|Xianteng Wu|Pengye Zhang|Shuo Yuan|Yifan Zeng

doi dblp

A Multi-Node Multi-GPU Distributed GNN Training Framework for Large-Scale Online Advertising.

Xuewu Jiao|Xinsheng Luo|Miao Li|Jiang Bian|Junchao Yang|Wei Hu|Mingqing Hu|Weipeng Lu|Shikun Feng|Danlei Feng|Dongxu Yang|Haoyi Xiong|Shuanglong Li|Lin Liu

doi dblp

CNN to GNN: Unsupervised Multi-level Knowledge Learning.

Ziheng Jiao|Hongyuan Zhang|Xuelong Li

doi dblp

Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation.

Baoyu Jing|Dawei Zhou|Kan Ren|Carl Yang

doi dblp

Automated Contrastive Learning Strategy Search for Time Series.

Baoyu Jing|Yansen Wang|Guoxin Sui|Jing Hong|Jingrui He|Yuqing Yang|Dongsheng Li|Kan Ren

doi dblp

Pareto-based Multi-Objective Recommender System with Forgetting Curve.

Jipeng Jin|Zhaoxiang Zhang|Zhiheng Li|Xiaofeng Gao|Xiongwen Yang|Lei Xiao|Jie Jiang

doi dblp

Covariate Ordered Systematic Sampling as an Improvement to Randomized Controlled Trials.

Deddy Jobson|Yilin Li|Naoki Nishimura|Koya Ohashi|Jie Yang|Takeshi Matsumoto

doi dblp

REAPER: Reasoning based Retrieval Planning for Complex RAG Systems.

Ashutosh Joshi|Sheikh Muhammad Sarwar|Samarth Varshney|Sreyashi Nag|Shrivats Agrawal|Juhi Naik

doi dblp

HiQuE: Hierarchical Question Embedding Network for Multimodal Depression Detection.

Juho Jung|Chaewon Kang|Jeewoo Yoon|Seungbae Kim|Jinyoung Han

doi dblp

Introducing CausalBench: A Flexible Benchmark Framework for Causal Analysis and Machine Learning.

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

doi dblp

CXSimulator: A User Behavior Simulation using LLM Embeddings for Web-Marketing Campaign Assessment.

Akira Kasuga|Ryo Yonetani

doi dblp

DirDense: A Tool for Mining Dense Subgraphs from a Big Directed Graph.

Jalal Khalil|Akhlaque Ahmad|Da Yan|Lyuheng Yuan|Saugat Adhikari|Yang Zhou|Zhe Jiang

doi dblp

XCapsUTL: Cross-domain Unsupervised Transfer Learning Framework using a Capsule Neural Network.

Naman Khetan|Sanyog Dewani|Gokul Swamy|Vikalp Gajbhiye

doi dblp

Flexi-clique: Exploring Flexible and Sub-linear Clique Structures.

Song Kim|Junghoon Kim|Susik Yoon|Jungeun Kim

doi dblp

MARS: Matching Attribute-aware Representations for Text-based Sequential Recommendation.

Hyunsoo Kim|Junyoung Kim|Minjin Choi|Sunkyung Lee|Jongwuk Lee

doi dblp

Intricate Object Detection in Self Driving Environments with Edge-Adaptive Depth Estimation(EADE).

SuBi Kim|Michail Salampasis|Michail Salampasis|Jieun Kang|SuBi Kim|Yongik Yoon

doi dblp

Dataset Generation for Korean Urban Parks Analysis with Large Language Models.

Honggu Kim|Minwoo Kang|Hyeyoung Choi|Yun-Gyung Cheong

doi dblp

Towards Better Utilization of Multiple Views for Bundle Recommendation.

Kyungho Kim|Sunwoo Kim|Geon Lee|Kijung Shin

doi dblp

LAPIS: Language Model-Augmented Police Investigation System.

Heedou Kim|Dain Kim|Jiwoo Lee|Chanwoong Yoon|Donghee Choi|Mogan Gim|Jaewoo Kang

doi dblp

Enhancing Anomaly Detection via Generating Diversified and Hard-to-distinguish Synthetic Anomalies.

Hyuntae Kim|Changhee Lee

doi dblp

Transformer for Point Anomaly Detection.

Harim Kim|Chang Ha Lee|Charmgil Hong

doi dblp

PolarDSN: An Inductive Approach to Learning the Evolution of Network Polarization in Dynamic Signed Networks.

Min-Jeong Kim|Yeon-Chang Lee|Sang-Wook Kim

doi dblp

Discrepancy-guided Channel Dropout for Domain Generalization.

Seonggyeom Kim|Byeongtae Park|Harim Lee|Dong-Kyu Chae

doi dblp

FaDE: A Face Segment Driven Identity Anonymization Framework For Fair Face Recognition.

Ziyi Kou|Yijun Tian|Meng Jiang|Xiangliang Zhang

doi dblp

Error Detection and Constraint Recovery in Hierarchical Multi-Label Classification without Prior Knowledge.

Joshua Shay Kricheli|Khoa Vo|Aniruddha Datta|Spencer Ozgur|Paulo Shakarian

doi dblp

A One-Health Platform for Antimicrobial Resistance Data Analytics.

Benoit Lange|Reza Akbarinia|Florent Masseglia

doi dblp

Learning Prompt-Level Quality Variance for Cost-Effective Text-to-Image Generation.

Dongkeun Lee|Wonjun Lee

doi dblp

DiaKoP: Dialogue-based Knowledge-oriented Programming for Neural-symbolic Knowledge Base Question Answering.

Zhicheng Lee|Zhidian Huang|Zijun Yao|Jinxin Liu|Amy Xin|Lei Hou|Juanzi Li

doi dblp

Post-Training Embedding Enhancement for Long-Tail Recommendation.

Geon Lee|Kyungho Kim|Kijung Shin

doi dblp

MuLe: Multi-Grained Graph Learning for Multi-Behavior Recommendation.

Seunghan Lee|Geonwoo Ko|Hyun-Je Song|Jinhong Jung

doi dblp

Vision Language Model is NOT All You Need: Augmentation Strategies for Molecule Language Models.

Namkyeong Lee|Siddhartha Laghuvarapu|Chanyoung Park|Jimeng Sun

doi dblp

FastSimiFeat: A Fast and Generalized Approach Utilizing k-NN for Noisy Data Handling.

Jungi Lee|Hwiwoo Park|Myounghwan Kim|Jiseong Yoon|Kwangsun Yoo|Seok-Joo Byun

doi dblp

HypMix: Hyperbolic Representation Learning for Graphs with Mixed Hierarchical and Non-hierarchical Structures.

Eric Wonhee Lee|Bo Xiong|Carl Yang|Joyce C. Ho

doi dblp

EUvsDisinfo: A Dataset for Multilingual Detection of Pro-Kremlin Disinformation in News Articles.

João Augusto Leite|Olesya Razuvayevskaya|Kalina Bontcheva|Carolina Scarton

doi dblp

Federated Deep Equilibrium Learning: Harnessing Compact Global Representations to Enhance Personalization.

Long Tan Le|Tuan Dung Nguyen|Tung-Anh Nguyen|Choong Seon Hong|Suranga Seneviratne|Wei Bao|Nguyen Hoang Tran

doi dblp

XploitSQL: Advancing Adversarial SQL Injection Attack Generation with Language Models and Reinforcement Learning.

Daniel Leung|Omar Tsai|Kourosh Hashemi|Bardia Tayebi|Mohammad A. Tayebi

doi dblp

RL-ISLAP: A Reinforcement Learning Framework for Industrial-Scale Linear Assignment Problems at Alipay.

Hanjie Li|Yue Ning|Yang Bao|Changsheng Li|Boxiao Chen|Xingyu Lu|Ye Yuan|Guoren Wang

doi dblp

Improving Prompt-based News Recommendation with Individual Template and Customized Answer.

Yijiang Li|Jun Wu

doi dblp

Noise-Resilient Unsupervised Graph Representation Learning via Multi-Hop Feature Quality Estimation.

Shiyuan Li|Yixin Liu|Qingfeng Chen|Geoffrey I. Webb|Shirui Pan

doi dblp

Ocean Significant Wave Height Estimation with Spatio-temporally Aware Large Language Models.

Zhe Li|Ronghui Xu|Jilin Hu|Zhong Peng|Xi Lu|Chenjuan Guo|Bin Yang

doi dblp

Coresets for Deletion-Robust k-Center Clustering.

Ruien Li|Yanhao Wang|Michael Mathioudakis

doi dblp

Privacy-preserving Spatial Dataset Search in Cloud.

Pengyue Li|Hua Dai|Sheng Wang|Wenzhe Yang|Geng Yang

doi dblp

LLM-Empowered Few-Shot Node Classification on Incomplete Graphs with Real Node Degrees.

Yun Li|Yi Yang|Jiaqi Zhu|Hui Chen|Hongan Wang

doi dblp

RealTCD: Temporal Causal Discovery from Interventional Data with Large Language Model.

Peiwen Li|Xin Wang|Zeyang Zhang|Yuan Meng|Fang Shen|Yue Li|Jialong Wang|Yang Li|Wenwu Zhu

doi dblp

Higher-order Spatio-temporal Physics-incorporated Graph Neural Network for Multivariate Time Series Imputation.

Guojun Liang|Prayag Tiwari|Slawomir Nowaczyk|Stefan Byttner

doi dblp

Aligning Large Language Models to a Domain-specific Graph Database for NL2GQL.

Yuanyuan Liang|Keren Tan|Tingyu Xie|Wenbiao Tao|Siyuan Wang|Yunshi Lan|Weining Qian

doi dblp

EHR-Based Mobile and Web Platform for Chronic Disease Risk Prediction Using Large Language Multimodal Models.

Chun-Chieh Liao|Wei-Ting Kuo|I-Hsuan Hu|Yen-Chen Shih|Jun-En Ding|Feng Liu|Fang-Ming Hung

doi dblp

ITIU: Intention Understanding via Interactive Table in Large Language Models.

Zenghua Liao|Jinzhi Liao|Xiang Zhao

doi dblp

Design Element Aware Poster Layout Generation.

Yinan Li|Jia Chen|Yin Bai|Jia Cheng|Jun Lei

doi dblp

Dynamic Neural Control Flow Execution: an Agent-Based Deep Equilibrium Approach for Binary Vulnerability Detection.

Li Tao Li|Steven H. H. Ding|Andrew Walenstein|Philippe Charland|Benjamin C. M. Fung

doi dblp

ChefFusion: Multimodal Foundation Model Integrating Recipe and Food Image Generation.

Peiyu Li|Xiaobao Huang|Yijun Tian|Nitesh V. Chawla

doi dblp

LagCNN: A Fast yet Effective Model for Multivariate Long-term Time Series Forecasting.

Linsen Li|Chunfei Jian|Feng Wan|Dongdong Geng|Ziquan Fang|Lu Chen|Yunjun Gao|Weihao Jiang|Jiang Zhu

doi dblp

Privacy-Preserving Graph Embedding based on Local Differential Privacy.

Zening Li|Rong-Hua Li|Meihao Liao|Fusheng Jin|Guoren Wang

doi dblp

CausalMed: Causality-Based Personalized Medication Recommendation Centered on Patient Health State.

Xiang Li|Shunpan Liang|Yu Lei|Chen Li|Yulei Hou|Dashun Zheng|Tengfei Ma

doi dblp

Explainable and Coherent Complement Recommendation Based on Large Language Models.

Zelong Li|Yan Liang|Ming Wang|Sungro Yoon|Jiaying Shi|Xin Shen|Xiang He|Chenwei Zhang|Wenyi Wu|Hanbo Wang|Jin Li|Jim Chan|Yongfeng Zhang

doi dblp

Bridging Dynamic Factor Models and Neural Controlled Differential Equations for Nowcasting GDP.

Seonkyu Lim|Jeongwhan Choi|Noseong Park|Sang-Ha Yoon|ShinHyuck Kang|Young-Min Kim|Hyunjoong Kang

doi dblp

Towards Robust Vision Transformer via Masked Adaptive Ensemble.

Fudong Lin|Jiadong Lou|Xu Yuan|Nian-Feng Tzeng

doi dblp

GUME: Graphs and User Modalities Enhancement for Long-Tail Multimodal Recommendation.

Guojiao Lin|Zhen Meng|Dongjie Wang|Qingqing Long|Yuanchun Zhou|Meng Xiao

doi dblp

Enhancing Relevance of Embedding-based Retrieval at Walmart.

Juexin Lin|Sachin Yadav|Feng Liu|Nicholas Rossi|Praveen Reddy Suram|Satya Chembolu|Prijith Chandran|Hrushikesh Mohapatra|Tony Lee|Alessandro Magnani|Ciya Liao

doi dblp

PSNE: Efficient Spectral Sparsification Algorithms for Scaling Network Embedding.

Longlong Lin|Yunfeng Yu|Zihao Wang|Zeli Wang|Yuying Zhao|Jin Zhao|Tao Jia

doi dblp

Effective Job-market Mobility Prediction with Attentive Heterogeneous Knowledge Learning and Synergy.

Sida Lin|Zhouyi Zhang|Yankai Chen|Chenhao Ma|Yixiang Fang|Shan Dai|Guangli Lu

doi dblp

Beyond Aggregation: Efficient Federated Model Consolidation with Heterogeneity-Adaptive Weights Diffusion.

Jiaqi Li|Xiaoyang Qu|Wenbo Ding|Zihao Zhao|Jianzong Wang

doi dblp

MoTTo: Scalable Motif Counting with Time-aware Topology Constraint for Large-scale Temporal Graphs.

Jiantao Li|Jianpeng Qi|Yueling Huang|Lei Cao|Yanwei Yu|Junyu Dong

doi dblp

Confidence-aware Self-Semantic Distillation on Knowledge Graph Embedding.

Yichen Liu|Jiawei Chen|Defang Chen|Zhehui Zhou|Yan Feng|Can Wang

doi dblp

Collaborative Cross-modal Fusion with Large Language Model for Recommendation.

Zhongzhou Liu|Hao Zhang|Kuicai Dong|Yuan Fang

doi dblp

KMCT: k-Means Clustering of Trajectories Efficiently in Location-Based Services.

Yuanjun Liu|Shiting Wen|Ee-Peng Lim|Guanfeng Liu|Qingzhi Ma|Lei Zhao|Viet-An Nguyen|Zhixu Li|Aixin Sun|An Liu|Shiting Wen|Ee-Peng Lim|Lei Zhao|Viet-An Nguyen|An Liu|Aixin Sun

doi dblp

Retrieval-Oriented Knowledge for Click-Through Rate Prediction.

Huanshuo Liu|Bo Chen|Menghui Zhu|Jianghao Lin|Jiarui Qin|Hao Zhang|Yang Yang|Ruiming Tang

doi dblp

A Universal and Interpretable Method for Enhancing Stock Price Prediction.

Yuchen Liu|Shimin Di|Lei Chen|Xiaofang Zhou|Fei Lin

doi dblp

Collaborative Fraud Detection on Large Scale Graph Using Secure Multi-Party Computation.

Xin Liu|Xiaoyu Fan|Rong Ma|Kun Chen|Yi Li|Guosai Wang|Wei Xu

doi dblp

Boosting LLM-based Relevance Modeling with Distribution-Aware Robust Learning.

Hong Liu|Saisai Gong|Yixin Ji|Kaixin Wu|Jia Xu|Jinjie Gu

doi dblp

Multi-Behavior Generative Recommendation.

Zihan Liu|Yupeng Hou|Julian J. McAuley

doi dblp

Scalable and Adaptive Spectral Embedding for Attributed Graph Clustering.

Yunhui Liu|Tieke He|Qing Wu|Tao Zheng|Jianhua Zhao

doi dblp

Multi-DSI: Non-deterministic Identifier and Concept Alignment for Differentiable Search Index.

Yu-Ze Liu|Jyun-Yu Jiang|Pu-Jen Cheng

doi dblp

Enhanced Privacy Bound for Shuffle Model with Personalized Privacy.

Yixuan Liu|Yuhan Liu|Li Xiong|Yujie Gu|Hong Chen

doi dblp

Behavior-Dependent Linear Recurrent Units for Efficient Sequential Recommendation.

Chengkai Liu|Jianghao Lin|Hanzhou Liu|Jianling Wang|James Caverlee

doi dblp

A Universal Sets-level Optimization Framework for Next Set Recommendation.

Yuli Liu|Min Liu|Christian Walder|Lexing Xie

doi dblp

Efficient and Robust Regularized Federated Recommendation.

Langming Liu|Wanyu Wang|Xiangyu Zhao|Zijian Zhang|Chunxu Zhang|Shanru Lin|Yiqi Wang|Lixin Zou|Zitao Liu|Xuetao Wei|Hongzhi Yin|Qing Li

doi dblp

UniRec: A Dual Enhancement of Uniformity and Frequency in Sequential Recommendations.

Yang Liu|Yitong Wang|Chenyue Feng

doi dblp

A Self-Adaptive Fairness Constraint Framework for Industrial Recommender System.

Zhiqiang Liu|Xiaoxiao Xu|Jiaqi Yu|Han Xu|Lantao Hu|Han Li|Kun Gai

doi dblp

RecPrompt: A Self-tuning Prompting Framework for News Recommendation Using Large Language Models.

Dairui Liu|Boming Yang|Honghui Du|Derek Greene|Neil Hurley|Aonghus Lawlor|Ruihai Dong|Irene Li

doi dblp

Demonstrating PARS: A Decision Support System for Developing Vertical Partitioning Plans.

Pengju Liu|Kai Zhong|Cuiping Li|Hong Chen

doi dblp

LeDQA: A Chinese Legal Case Document-based Question Answering Dataset.

Bulou Liu|Zhenhao Zhu|Qingyao Ai|Yiqun Liu|Yueyue Wu

doi dblp

Two Heads are Better than One: Zero-shot Cognitive Reasoning via Multi-LLM Knowledge Fusion.

Liang Liu|Dong Zhang|Shoushan Li|Guodong Zhou|Erik Cambria

doi dblp

Integrating Structure and Text for Enhancing Hyper-relational Knowledge Graph Representation via Structure Soft Prompt Tuning.

Lijie Li|Hui Wang|Jiahang Li|Xiaodi Xu|Ye Wang|Tao Ren

doi dblp

Knowledge-enhanced Dynamic Modeling framework for Multi-Behavior Recommendation.

Xiujuan Li|Nan Wang|Jin Zeng|Yingli Zhong|Zhonghui Shen

doi dblp

RecDiff: Diffusion Model for Social Recommendation.

Zongwei Li|Lianghao Xia|Chao Huang

doi dblp

Spectral and Geometric Spaces Representation Regularization for Multi-Modal Sequential Recommendation.

Zihao Li|Xuekong Xu|Zuoli Tang|Lixin Zou|Qian Wang|Chenliang Li

doi dblp

LLM-PQA: LLM-enhanced Prediction Query Answering.

Ziyu Li|Wenjie Zhao|Asterios Katsifodimos|Rihan Hai

doi dblp

Learning from Novel Knowledge: Continual Few-shot Knowledge Graph Completion.

Zhuofeng Li|Haoxiang Zhang|Qiannan Zhang|Ziyi Kou|Shichao Pei

doi dblp

MOAT: Graph Prompting for 3D Molecular Graphs.

Qingqing Long|Yuchen Yan|Wentao Cui|Wei Ju|Zhihong Zhu|Yuanchun Zhou|Xuezhi Wang|Meng Xiao

doi dblp

DECO: Cooperative Order Dispatching for On-Demand Delivery with Real-Time Encounter Detection.

Omar U. Florez|Shuai Wang|Yao Lu|Omar U. Florez|Shuai Wang|Yu Yang|Hai Wang|Baoshen Guo|Desheng Zhang|Shuai Wang|Tian He

doi dblp

The Elusiveness of Detecting Political Bias in Language Models.

Riccardo Lunardi|David La Barbera|Kevin Roitero

doi dblp

Hierarchical Structure Construction on Hypergraphs.

Qi Luo|Wenjie Zhang|Zhengyi Yang|Dong Wen|Xiaoyang Wang|Dongxiao Yu|Xuemin Lin

doi dblp

A Knowledge-Enhanced Transformer-FL Method for Fault Root Cause Localization.

Zhe Lv|Yaqiong Liu|Xidian Wang|Peng Gao|Zhouyuan Li|Yuanzhen Jiang

doi dblp

Towards Advancing Text-Based User and Item Representation in Personalized Recommendation.

Hanjia Lyu

doi dblp

3rd International Workshop on Industrial Recommendation Systems (IRS).

Luyi Ma|Xiaohan Li|Kamilia Ahmadi|Jianpeng Xu|Philip S. Yu|George Karypis

doi dblp

Combat Greenwashing with GoalSpotter: Automatic Sustainability Objective Detection in Heterogeneous Reports.

Mohammad Mahdavi|Ramin Baghaei Mehr|Tom Debus

doi dblp

ToxVI: a Multimodal LLM-based Framework for Generating Intervention in Toxic Code-Mixed Videos.

Krishanu Maity|A. S. Poornash|Sriparna Saha|Kitsuchart Pasupa

doi dblp

Multi-view Causal Graph Fusion Based Anomaly Detection in Cyber-Physical Infrastructures.

Arun Vignesh Malarkkan|Dongjie Wang|Yanjie Fu

doi dblp

Unveiling Intellectual Property Vulnerabilities of GAN-Based Distributed Machine Learning through Model Extraction Attacks.

Mengyao Ma|Marcelo Mendoza|Shuofeng Liu|M. A. P. Chamikara|Mohan Baruwal Chhetri|Guangdong Bai

doi dblp

Building Natural Language Interface for Product Search.

Vijit Malik|Vinayak Puranik|Anirban Majumder|Vivek Sembium

doi dblp

Do We Really Need to Drop Items with Missing Modalities in Multimodal Recommendation?

Jun Wang|Daniele Malitesta|Shi Zhou|Emanuele Rossi|Dell Zhang|Claudio Pomo|Tommaso Di Noia|Fragkiskos D. Malliaros

doi dblp

Quantifying Uncertainty in Neural Networks through Residuals.

Dalavai Udbhav Mallanna|Rini Smita Thakur|Rajeev Ranjan Dwivedi|Vinod K. Kurmi

doi dblp

An Explainable Multi-atlas Fusion Model based on Spatial Overlap for ASD Diagnosis.

Yuefeng Ma|Xiaochen Mu|Tengfei Zhang

doi dblp

Workshop on Generative AI for E-commerce.

Mansi Ranjit Mane|Djordje Gligorijevic|Dingxian Wang|Behzad Shahrasbi|Topojoy Biswas|Evren Körpeoglu|Marios Savvides

doi dblp

Data Void Exploits: Tracking & Mitigation Strategies.

Miro Mannino|Junior Garcia|Reem Hazim|Azza Abouzied|Paolo Papotti

doi dblp

Mitigating Exposure Bias in Online Learning to Rank Recommendation: A Novel Reward Model for Cascading Bandits.

Masoud Mansoury|Bamshad Mobasher|Herke van Hoof

doi dblp

OpenTOS: Open-source System for Transfer Learning Bayesian Optimization.

Peili Mao|Ke Li

doi dblp

PIP: Prototypes-Injected Prompt for Federated Class Incremental Learning.

Muhammad Anwar Ma'sum|Mahardhika Pratama|Savitha Ramasamy|Lin Liu|Habibullah Habibullah|Ryszard Kowalczyk

doi dblp

CH-Mits: A Cross-Modal Dataset for User Sentiment Analysis on Chinese Social Media.

Juhao Ma|Shuai Xu|Yilin Liu|Xiaoming Fu

doi dblp

Modeling User Intent Beyond Trigger: Incorporating Uncertainty for Trigger-Induced Recommendation.

Jianxing Ma|Zhibo Xiao|Luwei Yang|Hansheng Xue|Xuanzhou Liu|Wen Jiang|Wei Ning|Guannan Zhang

doi dblp

Ask or Recommend: An Empirical Study on Conversational Product Search.

Heli Ma|Jie Zou|Mohammad Aliannejadi|Evangelos Kanoulas|Yi Bin|Yang Yang

doi dblp

SOUP: A Unified Shopping Query Suggestion Framework to Optimize Language Model with User Preference.

Xu Meng|Zhaohui Luo|Xinxin Wang|Wen Jiang|Wei Ning|Shuhan Qi

doi dblp

Semantic Prototypes: Enhancing Transparency without Black Boxes.

Orfeas Menis-Mastromichalakis|Giorgos Filandrianos|Jason Liartis|Edmund Dervakos|Giorgos Stamou

doi dblp

AI-safe Autocompletion with RAG and Relevance Curation.

Kilian Merkelbach|Ksenia Riabinova|Arnab Dutta

doi dblp

Link Polarity Prediction from Sparse and Noisy Labels via Multiscale Social Balance.

Marco Minici|Federico Cinus|Francesco Bonchi|Giuseppe Manco

doi dblp

Aligning Query Representation with Rewritten Query and Relevance Judgments in Conversational Search.

Fengran Mo|Chen Qu|Kelong Mao|Yihong Wu|Zhan Su|Kaiyu Huang|Jian-Yun Nie

doi dblp

Contrastive Learning on Medical Intents for Sequential Prescription Recommendation.

Arya Hadizadeh Moghaddam|Mohsen Nayebi Kerdabadi|Mei Liu|Zijun Yao

doi dblp

LLaVA-Chef: A Multi-modal Generative Model for Food Recipes.

Fnu Mohbat|Mohammed J. Zaki

doi dblp

How to Leverage Personal Textual Knowledge for Personalized Conversational Information Retrieval.

Fengran Mo|Longxiang Zhao|Kaiyu Huang|Yue Dong|Degen Huang|Jian-Yun Nie

doi dblp

Inductive Knowledge Graph Embedding via Exploring Interaction Patterns of Relations.

Chong Mu|Lizong Zhang|Jinchuan Zhang|Qian Huang|Zhiguo Wang

doi dblp

Let Silence Speak: Enhancing Fake News Detection with Generated Comments from Large Language Models.

Qiong Nan|Qiang Sheng|Juan Cao|Beizhe Hu|Danding Wang|Jintao Li

doi dblp

Saliency Detection in Educational Videos: Analyzing the Performance of Current Models, Identifying Limitations and Advancement Directions.

Evelyn Navarrete|Ralph Ewerth|Anett Hoppe

doi dblp

Towards Fair Graph Anomaly Detection: Problem, Benchmark Datasets, and Evaluation.

Neng Kai Nigel Neo|Yeon-Chang Lee|Yiqiao Jin|Sang-Wook Kim|Srijan Kumar

doi dblp

Cultural Commonsense Knowledge for Intercultural Dialogues.

Tuan-Phong Nguyen|Simon Razniewski|Gerhard Weikum

doi dblp

GLaD: Synergizing Molecular Graphs and Language Descriptors for Enhanced Power Conversion Efficiency Prediction in Organic Photovoltaic Devices.

Tiara Torres-Flores|Krisztian Balog|Thao Nguyen|Tiara Torres-Flores|Krisztian Balog|Carl Edwards|Kjetil Nørvåg|Changhyun Hwang|Carl Edwards|Kjetil Nørvåg|Ying Diao|Heng Ji

doi dblp

Reliable Knowledge Graph Reasoning with Uncertainty Quantification.

Bo Ni

doi dblp

Channel-Aware Low-Rank Adaptation in Time Series Forecasting.

Tong Nie|Yuewen Mei|Guoyang Qin|Jian Sun|Wei Ma

doi dblp

CADIF-OSN: Detecting Cloned Accounts with Missing Profile Attributes on Online Social Networks.

Dewei Ning|Yong-Feng Ge|Hua Wang|Changjun Zhou

doi dblp

Towards Better Seach Query Classification with Distribution-Diverse Multi-Expert Knowledge Distillation in JD Ads Search.

Kun-Peng Ning|Ming Pang|Zheng Fang|Xue Jiang|Xi-Wei Zhao|Changping Peng|Zhangang Lin|Jinghe Hu|Jingping Shao|Li Yuan

doi dblp

Exploring Robustness of GNN against Universal Injection Attack from a Worst-case Perspective.

Dandan Ni|Sheng Zhang|Cong Deng|Han Liu|Gang Chen|Minhao Cheng|Hongyang Chen

doi dblp

Extended Japanese Commonsense Morality Dataset with Masked Token and Label Enhancement.

Takumi Ohashi|Tsubasa Nakagawa|Hitoshi Iyatomi

doi dblp

Adversarial Text Rewriting for Text-aware Recommender Systems.

Sejoon Oh|Gaurav Verma|Srijan Kumar

doi dblp

Ericsogate: Advancing Analytics and Management of Data from Diverse Sources within Ericsson Using Knowledge Graphs.

Abdelghny Orogat|Sri Lakshmi Vadlamani|Dimple Thomas|Ahmed El-Roby

doi dblp

COKE: Causal Discovery with Chronological Order and Expert Knowledge in High Proportion of Missing Manufacturing Data.

Ting-Yun Ou|Ching Chang|Wen-Chih Peng

doi dblp

The Impact of External Sources on the Friedkin-Johnsen Model.

Charlotte Out|Sijing Tu|Stefan Neumann|Ahad N. Zehmakan

doi dblp

Reviving the Context: Camera Trap Species Classification as Link Prediction on Multimodal Knowledge Graphs.

Vardaan Pahuja|Weidi Luo|Yu Gu|Cheng-Hao Tu|Hong-You Chen|Tanya Y. Berger-Wolf|Charles V. Stewart|Song Gao|Wei-Lun Chao|Yu Su

doi dblp

Distilling Large Language Models for Text-Attributed Graph Learning.

Bo Pan|Zheng Zhang|Yifei Zhang|Yuntong Hu|Liang Zhao

doi dblp

Cross-contextual Sequential Optimization via Deep Reinforcement Learning for Algorithmic Trading.

Kaiming Pan|Yifan Hu|Li Han|Haoyu Sun|Dawei Cheng|Yuqi Liang

doi dblp

Graph-theoretical Approach to Enhance Accuracy of Financial Fraud Detection Using Synthetic Tabular Data Generation.

Dae-Young Park

doi dblp

Novelty-aware Graph Traversal and Expansion for Hierarchical Reinforcement Learning.

Jongchan Park|Seungjun Oh|Yusung Kim

doi dblp

Progressive Label Disambiguation for Partial Label Learning in Homogeneous Graphs.

Rajat Patel|Aakarsh Malhotra|Sudipta Modak|Siddharth Yerramsetty

doi dblp

Advancing Misinformation Awareness in Recommender Systems for Social Media Information Integrity.

Royal Pathak

doi dblp

Exploiting Pre-trained Models for Drug Target Affinity Prediction with Nearest Neighbors.

Qizhi Pei|Lijun Wu|Zhenyu He|Jinhua Zhu|Yingce Xia|Shufang Xie|Rui Yan

doi dblp

Towards Deconfounded Visual Question Answering via Dual-causal Intervention.

Daowan Peng|Wei Wei

doi dblp

Table-Filling via Mean Teacher for Cross-domain Aspect Sentiment Triplet Extraction.

Kun Peng|Lei Jiang|Qian Li|Haoran Li|Xiaoyan Yu|Li Sun|Shuo Sun|Yanxian Bi|Hao Peng

doi dblp

PTM-Mamba: A PTM-Aware Protein Language Model with Bidirectional Gated Mamba Blocks.

Zhangzhi Peng

doi dblp

Refining Wikidata Taxonomy using Large Language Models.

Yiwen Peng|Thomas Bonald|Mehwish Alam

doi dblp

GARF: A Self-supervised Data Cleaning System with SeqGAN.

Jinfeng Peng|Hanghai Cui|Derong Shen|Yue Kou|Tiezheng Nie|Tianlong Guo

doi dblp

Beyond Over-smoothing: Uncovering the Trainability Challenges in Deep Graph Neural Networks.

Jie Peng|Runlin Lei|Zhewei Wei

doi dblp

Improving German News Clustering with Contrastive Learning.

Piriyakorn Piriyatamwong|Saikishore Kalloori|Fabio Zünd

doi dblp

Unified Argument Retrieval System from German News Articles Using Large Language Models.

Piriyakorn Piriyatamwong|Saikishore Kalloori|Fabio Zünd

doi dblp

Hol-Light: A Holistic framework for Efficient and Dynamic Traffic Signal Management.

Siyao Qiao|Jia Wu

doi dblp

Bi-directional Learning of Logical Rules with Type Constraints for Knowledge Graph Completion.

Kunxun Qi|Jianfeng Du|Hai Wan

doi dblp

ILTS: Inducing Intention Propagation in Decentralized Multi-Agent Tasks with Large Language Models.

Xihe Qiu|Haoyu Wang|Xiaoyu Tan|Chao Qu

doi dblp

EASE: Learning Lightweight Semantic Feature Adapters from Large Language Models for CTR Prediction.

Zexuan Qiu|Jieming Zhu|Yankai Chen|Guohao Cai|Weiwen Liu|Zhenhua Dong|Irwin King

doi dblp

SGFL-Attack: A Similarity-Guidance Strategy for Hard-Label Textual Adversarial Attack Based on Feedback Learning.

Panjia Qiu|Guanghao Zhou|Mingyuan Fan|Cen Chen|Yaliang Li|Wenming Zhou

doi dblp

ExPrompt: Augmenting Prompts Using Examples as Modern Baseline for Stance Classification.

Umair Qudus|Michael Röder|Daniel Vollmers|Axel-Cyrille Ngonga Ngomo

doi dblp

Towards Completeness-Oriented Tool Retrieval for Large Language Models.

Changle Qu|Sunhao Dai|Xiaochi Wei|Hengyi Cai|Shuaiqiang Wang|Dawei Yin|Jun Xu|Ji-Rong Wen

doi dblp

Scalable Dynamic Embedding Size Search for Streaming Recommendation.

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

doi dblp

A Mixture of Experts in Forecasting Student Performance in Classroom Programming Activities.

Moqsadur Rahman|Monika Akbar|Justice T. Walker|Mahmud Shahriar Hossain

doi dblp

Compressed Models are NOT Miniature Versions of Large Models.

Rohit Raj Rai|Rishant Pal|Amit Awekar

doi dblp

No Query Left Behind: Query Refinement via Backtranslation.

Delaram Rajaei|Zahra Taheri|Hossein Fani

doi dblp

Low Carbon Footprint Training for 1D-CNNs with Temporal Max-Pooling.

Anandharaju Durai Raju|Ke Wang

doi dblp

Periormer: Periodic Transformer for Seasonal and Irregularly Sampled Time Series.

Xiaobin Ren|Kaiqi Zhao|Katerina Taskova|Patricia Riddle|Lianyan Li

doi dblp

LayerPlexRank: Exploring Node Centrality and Layer Influence through Algebraic Connectivity in Multiplex Networks.

Hao Ren|Jiaojiao Jiang

doi dblp

Generative AI for Energy: Multi-Horizon Power Consumption Forecasting using Large Language Models.

Kevin Roitero|Gianluca D'Abrosca|Andrea Zancola|Vincenzo Della Mea|Stefano Mizzaro

doi dblp

Relevance Filtering for Embedding-based Retrieval.

Nicholas Rossi|Juexin Lin|Feng Liu|Zhen Yang|Tony Lee|Alessandro Magnani|Ciya Liao

doi dblp

AnnoRank: A Comprehensive Web-Based Framework for Collecting Annotations and Assessing Rankings.

Clara Rus|Gabrielle Poerwawinata|Andrew Yates|Maarten de Rijke

doi dblp

CourtsightTV: An Interactive Visualization Software for Labeling Key Basketball Moments.

Alexander Russakoff|Kenny Miller|Vahid Mahzoon|Parsa Esmaeilkhani|Christine Cho|Jaffar Alzeidi|Sandro Hauri|Slobodan Vucetic

doi dblp

Product Retrieval and Ranking for Alphanumeric Queries.

Hadeel Saadany|Swapnil Bhosale|Samarth Agrawal|Zhe Wu|Constantin Orasan|Diptesh Kanojia

doi dblp

Scalable Expressiveness through Preprocessed Graph Perturbations.

Danial Saber|Amirali Salehi-Abari

doi dblp

EFfECT-RL: Enabling Framework for Establishing Causality and Triggering engagement through RL.

Debanjan Sadhukhan|Deepanshi Seth|Sanjay Agrawal|Tridib Mukherjee

doi dblp

SmartHash: Perceptual Hashing for Image Tampering Detection and Authentication.

Priyanka Samanta|Shweta Jain

doi dblp

EDGE: Evaluation Framework for Logical vs. Subgraph Explanations for Node Classifiers on Knowledge Graphs.

Rupesh Sapkota|Dominik Köhler|Stefan Heindorf

doi dblp

Mitigating Extreme Cold Start in Graph-based RecSys through Re-ranking.

Alessandro Sbandi|Federico Siciliano|Fabrizio Silvestri

doi dblp

Leveraging Trustworthy Node Attributes for Effective Network Alignment.

Dong-Hyuk Seo|Jae-Hwan Lim|Won-Yong Shin|Sang-Wook Kim

doi dblp

Empowering Traffic Speed Prediction with Auxiliary Feature-Aided Dependency Learning.

Dong-Hyuk Seo|Jiwon Son|Namhyuk Kim|Won-Yong Shin|Sang-Wook Kim

doi dblp

QuestGen: Effectiveness of Question Generation Methods for Fact-Checking Applications.

Ritvik Setty|Vinay Setty

doi dblp

STIR: Siamese Transformer for Image Retrieval Postprocessing.

Aleksei Shabanov|Aleksei Tarasov|Sergey I. Nikolenko

doi dblp

Structural Representation Learning and Disentanglement for Evidential Chinese Patent Approval Prediction.

Jinzhi Shan|Qi Zhang|Chongyang Shi|Mengting Gui|Shoujin Wang|Usman Naseem

doi dblp

M2IoU: A Min-Max Distance-based Loss Function for Bounding Box Regression in Medical Imaging.

Anurag Shandilya|Kalash Shah|Bhavik Kanekar|Akshat Gautam|Pavni Tandon|Ganesh Ramakrishnan|Kshitij S. Jadhav

doi dblp

Fast Human Action Recognition via Millimeter Wave Radar Point Cloud Sequences Learning.

Tongfei Shao|Zheyu Du|Chuanyou Li|Tianxing Wu|Meng Wang

doi dblp

A Scalable Tool for Democratizing Variant Calling on Human Genomes Using Commodity Clusters.

Khawar Shehzad|Ajay Kumar|Matthew Schutz|Chase Webb|Polycarp Nalela|Manas Jyoti Das|Praveen Rao

doi dblp

Robust Federated Unlearning.

Xinyi Sheng|Wei Bao|Liming Ge

doi dblp

Enhancing Taobao Display Advertising with Multimodal Representations: Challenges, Approaches and Insights.

Xiang-Rong Sheng|Feifan Yang|Litong Gong|Biao Wang|Zhangming Chan|Yujing Zhang|Yueyao Cheng|Yong-Nan Zhu|Tiezheng Ge|Han Zhu|Yuning Jiang|Jian Xu|Bo Zheng

doi dblp

Learning Links for Adaptable and Explainable Retrieval.

Jianqiang Shen|Yuchin Juan|Ping Liu|Wen Pu|Shaobo Zhang|Qianqi Shen|Liangjie Hong|Wenjing Zhang

doi dblp

Preliminary Study on Incremental Learning for Large Language Model-based Recommender Systems.

Tianhao Shi|Yang Zhang|Zhijian Xu|Chong Chen|Fuli Feng|Xiangnan He|Qi Tian

doi dblp

Ads Supply Personalization via Doubly Robust Learning.

Wei Shi|Chen Fu|Qi Xu|Sanjian Chen|Jizhe Zhang|Qinqin Zhu|Zhigang Hua|Shuang Yang

doi dblp

AgentRE: An Agent-Based Framework for Navigating Complex Information Landscapes in Relation Extraction.

Yuchen Shi|Guochao Jiang|Tian Qiu|Deqing Yang

doi dblp

Discovering Graph Generating Dependencies for Property Graph Profiling.

Larissa Capobianco Shimomura|Nikolay Yakovets|George Fletcher

doi dblp

Self-supervised One-Stage Learning for RF-based Multi-Person Pose Estimation.

Seunghwan Shin|Yusung Kim

doi dblp

CPFD: Confidence-aware Privileged Feature Distillation for Short Video Classification.

Jinghao Shi|Xiang Shen|Kaili Zhao|Xuedong Wang|Vera Wen|Zixuan Wang|Yifan Wu|Zhixin Zhang

doi dblp

Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering.

Yucheng Shi|Qiaoyu Tan|Xuansheng Wu|Shaochen Zhong|Kaixiong Zhou|Ninghao Liu

doi dblp

When LLM Meets Hypergraph: A Sociological Analysis on Personality via Online Social Networks.

Zhiyao Shu|Xiangguo Sun|Hong Cheng

doi dblp

LawLLM: Law Large Language Model for the US Legal System.

Dong Shu|Haoran Zhao|Xukun Liu|David Demeter|Mengnan Du|Yongfeng Zhang

doi dblp

Effectively Capturing Label Correlation for Tabular Multi-Label Classification.

Sajjad Kamali Siahroudi|Zahra Ahmadi|Daniel Kudenko

doi dblp

TWIN V2: Scaling Ultra-Long User Behavior Sequence Modeling for Enhanced CTR Prediction at Kuaishou.

Zihua Si|Lin Guan|Zhongxiang Sun|Xiaoxue Zang|Jing Lu|Yiqun Hui|Xingchao Cao|Zeyu Yang|Yichen Zheng|Dewei Leng|Kai Zheng|Chenbin Zhang|Yanan Niu|Yang Song|Kun Gai

doi dblp

Moving Region Representations on the Spread of a Forest Fire.

Henrique Macías da Silva|Tiago F. R. Ribeiro|Rogério Luís de C. Costa|José Manuel Moreira

doi dblp

Tabularis Revilio: Converting Text to Tables.

Mukul Singh|Gust Verbruggen|Vu Le|Sumit Gulwani

doi dblp

XCrowd: Combining Explainability and Crowdsourcing to Diagnose Models in Relation Extraction.

Alisa Smirnova|Jie Yang|Philippe Cudré-Mauroux

doi dblp

DFLStar: A Decentralized Federated Learning Framework with Self-Knowledge Distillation and Participant Selection.

Behnaz Soltani|Venus Haghighi|Yipeng Zhou|Quan Z. Sheng|Lina Yao

doi dblp

Breaking the Bottleneck on Graphs with Structured State Spaces.

Yunchong Song|Siyuan Huang|Jiacheng Cai|Xinbing Wang|Chenghu Zhou|Zhouhan Lin

doi dblp

MultiLoRA: Multi-Directional Low Rank Adaptation for Multi-Domain Recommendation.

Zijian Song|Wenhan Zhang|Lifang Deng|Jiandong Zhang|Kaigui Bian|Bin Cui

doi dblp

HTFabric: A Fast Re-ordering and Parallel Re-execution Method for a High-Throughput Blockchain.

Jaeyub Song|Juyeong Jeong|Jemin Lee|Inju Na|Min-Soo Kim

doi dblp

How Much Do Prompting Methods Help LLMs on Quantitative Reasoning with Irrelevant Information?

Seok Hwan Song|Wallapak Tavanapong

doi dblp

Improved Estimation of Ranks for Learning Item Recommenders with Negative Sampling.

Anushya Subbiah|Steffen Rendle|Vikram Aggarwal

doi dblp

Spatio-Temporal Sequence Modeling for Traffic Signal Control.

Qian Sun|Le Zhang|Jingbo Zhou|Rui Zha|Yu Mei|Chujie Tian|Hui Xiong

doi dblp

Dynamic Graph-based Deep Reinforcement Learning with Long and Short-term Relation Modeling for Portfolio Optimization.

Haoyu Sun|Yuxuan Bian|Li Han|Peng Zhu|Dawei Cheng|Yuqi Liang

doi dblp

Revealing the Power of Masked Autoencoders in Traffic Forecasting.

Jiarui Sun|Yujie Fan|Chin-Chia Michael Yeh|Wei Zhang|Girish Chowdhary

doi dblp

A Learning-path based Supervised Method for Concept Prerequisite Relations Extraction in Educational Data.

Jingwen Sun|Yu He|Yiyu Xu|Jingwei Sun|Guangzhong Sun

doi dblp

SurvReLU: Inherently Interpretable Survival Analysis via Deep ReLU Networks.

Xiaotong Sun|Peijie Qiu|Shengfan Zhang

doi dblp

A Real-Time Adaptive Multi-Stream GPU System For Online Approximate Nearest Neighborhood Search.

Yiping Sun|Yang Shi|Jiaolong Du

doi dblp

Large Language Models Enhanced Collaborative Filtering.

Zhongxiang Sun|Zihua Si|Xiaoxue Zang|Kai Zheng|Yang Song|Xiao Zhang|Jun Xu

doi dblp

FABLE: Approximate Butterfly Counting in Bipartite Graph Stream with Duplicate Edges.

Guozhang Sun|Yuhai Zhao|Yuan Li

doi dblp

Enhancing SPARQL Generation by Triplet-order-sensitive Pre-training.

He Yan|Vinay Deolalikar|Chang Su|Jiexing Qi|He Yan|Vinay Deolalikar|Kai Zou|Zhouhan Lin

doi dblp

Multimodal Misinformation Detection using Large Vision-Language Models.

Sahar Tahmasebi|Eric Müller-Budack|Ralph Ewerth

doi dblp

Towards Making Effective Machine Learning Decisions Against Out-of-Distribution Data.

Lakpa Dorje Tamang

doi dblp

LAMRec: Label-aware Multi-view Drug Recommendation.

Yunsen Tang|Ning Liu|Weixing Tan|Hwanjo Yu|Haitao Yuan|Yonghe Yan|Lei Liu|Hwanjo Yu|Weixing Tan|Lizhen Cui

doi dblp

EasyST: A Simple Framework for Spatio-Temporal Prediction.

Jiabin Tang|Wei Wei|Lianghao Xia|Chao Huang

doi dblp

TEXT CAN BE FAIR: Mitigating Popularity Bias with PLMs by Learning Relative Preference.

Zuoli Tang|Zhaoxin Huan|Zihao Li|Shirui Hu|Xiaolu Zhang|Jun Zhou|Lixin Zou|Chenliang Li

doi dblp

Natural Language-Assisted Multi-modal Medication Recommendation.

Jie Tan|Yu Rong|Kangfei Zhao|Tian Bian|Tingyang Xu|Junzhou Huang|Hong Cheng|Helen Meng

doi dblp

Embedding Knowledge Graphs in Function Spaces.

Louis Mozart Kamdem Teyou|Caglar Demir|Axel-Cyrille Ngonga Ngomo

doi dblp

MEDFuse: Multimodal EHR Data Fusion with Masked Lab-Test Modeling and Large Language Models.

Phan Nguyen Minh Thao|Cong-Tinh Dao|Chenwei Wu|Jian-Zhe Wang|Shun Liu|Jun-En Ding|David S. Restrepo|Feng Liu|Fang-Ming Hung|Wen-Chih Peng

doi dblp

Retrieval Augmented Deep Anomaly Detection for Tabular Data.

Hugo Thimonier|Fabrice Popineau|Arpad Rimmel|Bich-Liên Doan

doi dblp

MERLIN: Multimodal & Multilingual Embedding for Recommendations at Large-scale via Item Associations.

Sambeet Tiady|Arihant Jain|Dween Rabius Sanny|Khushi Gupta|Srinivas Virinchi|Swapnil Gupta|Anoop Saladi|Deepak Gupta

doi dblp

STAR: Sparse Text Approach for Recommendation.

Anna Tigunova|Ghazaleh Haratinezhad Torbati|Andrew Yates|Gerhard Weikum

doi dblp

Re-evaluating the Command-and-Control Paradigm in Conversational Search Interactions.

Johanne R. Trippas|Luke Gallagher|Joel Mackenzie

doi dblp

LTBoost: Boosted Hybrids of Ensemble Linear and Gradient Algorithms for the Long-term Time Series Forecasting.

Hubert Truchan|Christian Kalfar|Zahra Ahmadi

doi dblp

Multi-Graph Explorer: A Framework for Advanced Multi-Graph Analysis and Method Development.

Yorgos Tsitsikas|Evangelos E. Papalexakis

doi dblp

LINKin-PARK: Land Valuation Information and Knowledge in Predictive Analysis and Reporting Kit via Dual Attention-DCCNN.

Teng-Yuan Tsou|Matthew Lease|Shih-Yu Lai|Hsuan-Ching Chen|Jung-Tsang Yeh|Pei-Xuan Li|Tzu-Chang Lee|Hsun-Ping Hsieh

doi dblp

"Reasoning before Responding": Towards Legal Long-form Question Answering with Interpretability.

Utkarsh Ujwal|Sai Sri Harsha Surampudi|Sayantan Mitra|Tulika Saha

doi dblp

Harnessing Empathy and Ethics for Relevance Detection and Information Categorization in Climate and COVID-19 Tweets.

Apoorva Upadhyaya|Wolfgang Nejdl|Marco Fisichella

doi dblp

GAS-Norm: Score-Driven Adaptive Normalization for Non-Stationary Time Series Forecasting in Deep Learning.

Edoardo Urettini|Daniele Atzeni|Reshawn Ramjattan|Antonio Carta

doi dblp

Over-penalization for Extra Information in Neural IR Models.

Kota Usuha|Makoto P. Kato|Sumio Fujita

doi dblp

Knowledge Graphs for Responsible AI.

Grzegorz Drzadzewski|Edlira Vakaj|Manas Gaur|Nandana Mihindukulasooriya|Arijit Khan|Frank Wm. Tompa|Grzegorz Drzadzewski|Manas Gaur|Frank Wm. Tompa|Arijit Khan

doi dblp

Is the Search Engine of the Future a Chatbot?

Suzan Verberne

doi dblp

Osprey 🪶: A Reference Framework for Online Grooming Detection via Neural Models and Conversation Features.

Hamed Waezi|Reza Barzegar|Hossein Fani

doi dblp

Advertiser Content Understanding via LLMs for Google Ads Safety.

Joseph Wallace|Tushar Dogra|Wei Qiao|Yuan Wang

doi dblp

Causal Probing for Dual Encoders.

Jonas Wallat|Hauke Hinrichs|Avishek Anand

doi dblp

Behavior-aware Sparse Trajectory Recovery in Last-mile Delivery with Multi-scale Attention Fusion.

Hai Wang|Shuai Wang|Li Lin|Yu Yang|Shuai Wang|Hongkai Wen

doi dblp

DP-FedFace: Privacy-Preserving Facial Recognition in Real Federated Scenarios.

Wenjing Wang|Si Li

doi dblp

Why Misinformation is Created? Detecting them by Integrating Intent Features.

Bing Wang|Ximing Li|Changchun Li|Bo Fu|Songwen Pei|Shengsheng Wang

doi dblp

Learning to Differentiate Pairwise-Argument Representations for Implicit Discourse Relation Recognition.

Zhipang Wang|Yu Hong|Yuxiang Lu|Xiabing Zhou|Jianmin Yao|Guodong Zhou

doi dblp

The 'Path' to Clarity: Identifying False Claims Through a Knowledge Graph Exploration.

Wenbo Wang

doi dblp

Enhancing Click-through Rate Prediction in Recommendation Domain with Search Query Representation.

Yuening Wang|Man Chen|Yaochen Hu|Wei Guo|Yingxue Zhang|Huifeng Guo|Yong Liu|Mark Coates

doi dblp

On Causally Disentangled State Representation Learning for Reinforcement Learning based Recommender Systems.

Siyu Wang|Xiaocong Chen|Lina Yao

doi dblp

COIN: Chance-Constrained Imitation Learning for Safe and Adaptive Resource Oversubscription under Uncertainty.

Lu Wang|Mayukh Das|Fangkai Yang|Chao Du|Bo Qiao|Hang Dong|Chetan Bansal|Si Qin|Saravan Rajmohan|Qingwei Lin|Dongmei Zhang|Qi Zhang

doi dblp

MMPolymer: A Multimodal Multitask Pretraining Framework for Polymer Property Prediction.

Fanmeng Wang|Wentao Guo|Minjie Cheng|Shen Yuan|Hongteng Xu|Zhifeng Gao

doi dblp

Inferring Information Diffusion Networks without Timestamps.

Yuchen Wang|Dongpeng Hou|Chao Gao|Xianghua Li|Zhen Wang

doi dblp

FashionLOGO: Prompting Multimodal Large Language Models for Fashion Logo Embeddings.

Zhen Wang|Da Li|Yulin Su|Min Yang|Minghui Qiu|Walton Wang

doi dblp

Enhancing Temporal and Geographical Named Entity Recognition in Chinese Ancient Texts with External Time-series Knowledge Bases.

Xiaotong Wang|Xuanning Liu|Shuai Zhong|Xinming Chen|Bin Wu

doi dblp

RCAgent: Cloud Root Cause Analysis by Autonomous Agents with Tool-Augmented Large Language Models.

Zefan Wang|Zichuan Liu|Yingying Zhang|Aoxiao Zhong|Jihong Wang|Fengbin Yin|Lunting Fan|Lingfei Wu|Qingsong Wen

doi dblp

MANA-Net: Mitigating Aggregated Sentiment Homogenization with News Weighting for Enhanced Market Prediction.

Mengyu Wang|Tiejun Ma

doi dblp

Trojan Activation Attack: Red-Teaming Large Language Models using Steering Vectors for Safety-Alignment.

Haoran Wang|Kai Shu

doi dblp

Relative Contrastive Learning for Sequential Recommendation with Similarity-based Positive Sample Selection.

Zhikai Wang|Yanyan Shen|Zexi Zhang|Li He|Yichun Li|Hao Gu|Yinghua Zhang

doi dblp

Bots Shield Fake News: Adversarial Attack on User Engagement based Fake News Detection.

Lanjun Wang|Zehao Wang|Le Wu|An-An Liu

doi dblp

DDIPrompt: Drug-Drug Interaction Event Prediction based on Graph Prompt Learning.

Yingying Wang|Yun Xiong|Xixi Wu|Xiangguo Sun|Jiawei Zhang|Guangyong Zheng

doi dblp

HC-GST: Heterophily-aware Distribution Consistency based Graph Self-training.

Fali Wang|Tianxiang Zhao|Junjie Xu|Suhang Wang

doi dblp

A Mixed-Curvature Graph Diffusion Model.

Yujie Wang|Shuo Zhang|Junda Ye|Hao Peng|Li Sun

doi dblp

Empowering Shoppers with Event-focused Search.

Austin R. Ward|Omar Alonso

doi dblp

GAD: A Generalized Framework for Anomaly Detection at Different Risk Levels.

Rulan Wei|Zewei He|Martin Pavlovski|Fang Zhou

doi dblp

Does Knowledge Localization Hold True? Surprising Differences Between Entity and Relation Perspectives in Language Models.

Yifan Wei|Xiaoyan Yu|Yixuan Weng|Huanhuan Ma|Yuanzhe Zhang|Jun Zhao|Kang Liu

doi dblp

Process-Informed Deep Learning for Enhanced Order Fulfillment Cycle Time Prediction in On-Demand Grocery Retailing.

Jiawen Wei|Ziwen Ye|Chuan Yang|Chen Chen|Guangrui Ma

doi dblp

OptDist: Learning Optimal Distribution for Customer Lifetime Value Prediction.

Yunpeng Weng|Xing Tang|Zhenhao Xu|Fuyuan Lyu|Dugang Liu|Zexu Sun|Xiuqiang He

doi dblp

LLM-based Automated Web Retrieval and Text Classification of Food Sharing Initiatives.

Hao Wu|Hyunji Cho|Anna R. Davies|Gareth J. F. Jones

doi dblp

Identifying Contemporaneous and Lagged Dependence Structures by Promoting Sparsity in Continuous-time Neural Networks.

Fan Wu|Woojin Cho|David Korotky|Sanghyun Hong|Donsub Rim|Noseong Park|Kookjin Lee

doi dblp

StatioCL: Contrastive Learning for Time Series via Non-Stationary and Temporal Contrast.

Yu Wu|Ting Dang|Dimitris Spathis|Hong Jia|Cecilia Mascolo

doi dblp

Time-Sensitve Retrieval-Augmented Generation for Question Answering.

Feifan Wu|Lingyuan Liu|Wentao He|Ziqi Liu|Zhiqiang Zhang|Haofen Wang|Meng Wang

doi dblp

Teach Harder, Learn Poorer: Rethinking Hard Sample Distillation for GNN-to-MLP Knowledge Distillation.

Lirong Wu|Yunfan Liu|Haitao Lin|Yufei Huang|Stan Z. Li

doi dblp

G2PTL: A Geography-Graph Pre-trained Model.

Lixia Wu|Jianlin Liu|Junhong Lou|Minhui Deng|Jianbin Zheng|Haomin Wen|Chao Song|Shu He

doi dblp

Bridge the Gap between Past and Future: Siamese Model Optimization for Context-Aware Document Ranking.

Songhao Wu|Quan Tu|Mingjie Zhong|Hong Liu|Jia Xu|Jinjie Gu|Rui Yan

doi dblp

Advancing Certified Robustness of Explanation via Gradient Quantization.

Yang Xiao|Zijie Zhang|Yuchen Fang|Da Yan|Yang Zhou|Wei-Shinn Ku|Bo Hui

doi dblp

Attentional Neural Integral Equation for Temporal Knowledge Graph Forecasting.

Likang Xiao|Fotis Lazarinis|Zijie Chen|Richong Zhang|Zijie Chen|Fotis Lazarinis|Junfan Chen

doi dblp

DivNet: Diversity-Aware Self-Correcting Sequential Recommendation Networks.

Shuai Xiao|Zaifan Jiang

doi dblp

Federated Node Classification over Distributed Ego-Networks with Secure Contrastive Embedding Sharing.

Han Xie|Li Xiong|Carl Yang

doi dblp

DeliLaw: A Chinese Legal Counselling System Based on a Large Language Model.

Nan Xie|Yuelin Bai|Hengyuan Gao|Ziqiang Xue|Feiteng Fang|Qixuan Zhao|Zhijian Li|Liang Zhu|Shiwen Ni|Min Yang

doi dblp

UniMPC: Towards a Unified Framework for Multi-Party Conversations.

Yunhe Xie|Chengjie Sun|Yifan Liu|Zhenzhou Ji|Bingquan Liu

doi dblp

Image-text Retrieval with Main Semantics Consistency.

Yi Xie|Yangtao Wang|Yanzhao Xie|Xin Tan|Jingjing Li|Xiaocui Li|Weilong Peng|Maobin Tang|Meie Fang

doi dblp

Bridging User Dynamics: Transforming Sequential Recommendations with Schrödinger Bridge and Diffusion Models.

Wenjia Xie|Rui Zhou|Hao Wang|Tingjia Shen|Enhong Chen

doi dblp

MemoCRS: Memory-enhanced Sequential Conversational Recommender Systems with Large Language Models.

Yunjia Xi|Weiwen Liu|Jianghao Lin|Bo Chen|Ruiming Tang|Weinan Zhang|Yong Yu

doi dblp

GetCom: An Efficient and Generalizable Framework for Community Detection.

Kaiyu Xiong|Yucheng Jin|Yun Xiong|Jiawei Zhang

doi dblp

Transforming Digital Forensics with Large Language Models: Unlocking Automation, Insights, and Justice.

Eric Xu|Wenbin Zhang|Weifeng Xu

doi dblp

Towards Seamless User Query to REST API Conversion.

Han Xu

doi dblp

Post-Quantum Searchable Encryption Supporting User-Authorization for Outsourced Data Management.

Shiyuan Xu|Yibo Cao|Xue Chen|Yu Guo|Yuer Yang|Fangda Guo|Siu-Ming Yiu

doi dblp

AlignGroup: Learning and Aligning Group Consensus with Member Preferences for Group Recommendation.

Jinfeng Xu|Zheyu Chen|Jinze Li|Shuo Yang|Hewei Wang|Edith C. H. Ngai

doi dblp

Shape-aware Graph Spectral Learning.

Junjie Xu|Enyan Dai|Dongsheng Luo|Xiang Zhang|Suhang Wang

doi dblp

Enhancing the Completeness of Rationales for Multi-Step Question Answering.

Shangzi Xue|Zhenya Huang|Xin Lin|Jiayu Liu|Longhu Qin|Tianhuang Su|Haifeng Liu|Margaret O'Brien|Haifeng Liu|Margaret O'Brien|Qi Liu

doi dblp

Predicting Scientific Impact Through Diffusion, Conformity, and Contribution Disentanglement.

Zhikai Xue|Guoxiu He|Zhuoren Jiang|Sichen Gu|Yangyang Kang|Star Zhao|Wei Lu

doi dblp

CLR2G: Cross modal Contrastive Learning on Radiology Report Generation.

Hongchen Xue|Qingzhi Ma|Guanfeng Liu|Jianfeng Qu|Yuanjun Liu|An Liu

doi dblp

CrossPred: A Cross-City Mobility Prediction Framework for Long-Distance Travelers via POI Feature Matching.

Shuai Xu|Donghai Guan

doi dblp

Contrasformer: A Brain Network Contrastive Transformer for Neurodegenerative Condition Identification.

Jiaxing Xu|Kai He|Mengcheng Lan|Qingtian Bian|Wei Li|Tieying Li|Yiping Ke|Miao Qiao

doi dblp

scACT: Accurate Cross-modality Translation via Cycle-consistent Training from Unpaired Single-cell Data.

Siwei Xu|Junhao Liu|Jing Zhang

doi dblp

Source Prompt: Coordinated Pre-training of Language Models on Diverse Corpora from Multiple Sources.

Yipei Xu|Dakuan Lu|Jiaqing Liang|Jin Zhao|Xintao Wang|Hengkui Wu|Ken Chen|Liujiang Liu|Yingsi Xin|Xuepeng Liu|Yanghua Xiao|Zhixu Li

doi dblp

Advancing Re-Ranking with Multimodal Fusion and Target-Oriented Auxiliary Tasks in E-Commerce Search.

Enqiang Xu|Xinhui Li|Zhigong Zhou|Jiahao Ji|Jinyuan Zhao|Dadong Miao|Songlin Wang|Lin Liu|Sulong Xu

doi dblp

Deep Learning-Based Compressed Sensing for Mobile Device-Derived Sensor Data.

Liqiang Xu|Yuuki Nishiyama|Kota Tsubouchi|Kaoru Sezaki

doi dblp

SparseBF: Enhancing Scalability and Efficiency for Sparsely Filled Privacy-Preserving Record Linkage.

Han Xu|Yuhong Shao|Kareem Benaissa|Yutong Li

doi dblp

The 8th Workshop on Graph Techniques for Adversarial Activity Analytics (GTA3 2024).

Jiejun Xu|Hanghang Tong|Andrea L. Bertozzi

doi dblp

Sequence-level Semantic Representation Fusion for Recommender Systems.

Lanling Xu|Zhen Tian|Bingqian Li|Junjie Zhang|Daoyuan Wang|Hongyu Wang|Jinpeng Wang|Sheng Chen|Wayne Xin Zhao

doi dblp

Towards Real-Time and Personalized Code Generation.

Han Xu|Xingyuan Wang|Haipeng Chen

doi dblp

Towards Energy-Efficient Llama2 Architecture on Embedded FPGAs.

Han Xu|Xingyuan Wang|Shihao Ji

doi dblp

Identifying Disinformation from Online Social Media via Dynamic Modeling across Propagation Stages.

Shuai Xu|Jianqiu Xu|Shuo Yu|Bohan Li

doi dblp

Enhancing Content-based Recommendation via Large Language Model.

Wentao Xu|Qianqian Xie|Shuo Yang|Jiangxia Cao|Shuchao Pang

doi dblp

Generative AI and Retrieval-Augmented Generation (RAG) Systems for Enterprise.

Anbang Xu|Tan Yu|Min Du|Pritam Gundecha|Yufan Guo|Xinliang Zhu|May Wang|Ping Li|Xinyun Chen

doi dblp

Exploring High-Order User Preference with Knowledge Graph for Recommendation.

Caijun Xu|Fuwei Zhang|Zhao Zhang|Fuzhen Zhuang|Rui Liu

doi dblp

Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models.

Derong Xu|Ziheng Zhang|Zhihong Zhu|Zhenxi Lin|Qidong Liu|Xian Wu|Tong Xu|Wanyu Wang|Yuyang Ye|Xiangyu Zhao|Enhong Chen|Yefeng Zheng

doi dblp

Tutorial on Landing Generative AI in Industrial Social and E-commerce Recsys.

Da Xu|Danqing Zhang|Lingling Zheng|Bo Yang|Guangyu Yang|Shuyuan Xu|Cindy Liang

doi dblp

Learning Counterfactual Explanations with Intervals for Time-series Classification.

Akihiro Yamaguchi|Ken Ueno|Ryusei Shingaki|Hisashi Kashima

doi dblp

Buffalo: Biomedical Vision-Language Understanding with Cross-Modal Prototype and Federated Foundation Model Collaboration.

Bingjie Yan|Qian Chen|Yiqiang Chen|Xinlong Jiang|Wuliang Huang|Bingyu Wang|Zhirui Wang|Chenlong Gao|Teng Zhang

doi dblp

Multi-Task Recommendation with Task Information Decoupling.

Ruiran Yan|Rui Fan|Defu Lian

doi dblp

Attacking Visually-aware Recommender Systems with Transferable and Imperceptible Adversarial Styles.

Shiyi Yang|Chen Wang|Xiwei Xu|Liming Zhu|Lina Yao

doi dblp

Breaking State-of-the-Art Poisoning Defenses to Federated Learning: An Optimization-Based Attack Framework.

Yuxin Yang|Qiang Li|Chenfei Nie|Yuan Hong|Binghui Wang

doi dblp

Robust Heterophily Graph Learning via Uniformity Augmentation.

Xusheng Yang|Zhengyu Chen|Yuexian Zou

doi dblp

BART-based Hierarchical Attentional Network for Sentence Ordering.

Yiping Yang|Baiyun Cui|Yingming Li

doi dblp

Hyperbolic Contrastive Learning for Cross-Domain Recommendation.

Xin Yang|Heng Chang|Zhijian Lai|Jinze Yang|Xingrun Li|Yu Lu|Shuaiqiang Wang|Dawei Yin|Erxue Min

doi dblp

CAG: A Consistency-Adaptive Text-Image Alignment Generation for Joint Multimodal Entity-Relation Extraction.

Xinjie Yang|Xiaocheng Gong|Binghao Tang|Yang Lei|Yayue Deng|Huan Ouyang|Gang Zhao|Lei Luo|Yunling Feng|Bin Duan|Si Li|Yajing Xu

doi dblp

Spectral-Aware Augmentation for Enhanced Graph Representation Learning.

Kaiqi Yang|Haoyu Han|Wei Jin|Hui Liu

doi dblp

A New Framework for Evaluating Faithfulness of Video Moment Retrieval against Multiple Distractors.

Nakyeong Yang|Minsung Kim|Seunghyun Yoon|Joongbo Shin|Kyomin Jung

doi dblp

SGES: A General and Space-efficient Framework for Graphlet Counting in Graph Streams.

Chen Yang|Lailong Luo|Yuliang Lu|Chu Huang|Qianzhen Zhang|Guozheng Yang|Deke Guo

doi dblp

Contrastive Disentangled Representation Learning for Debiasing Recommendation with Uniform Data.

Fang Li|Xinxin Yang|Zhen Liu|Fang Li|Xiaoman Lu|Xinxin Yang|Yafan Yuan|Sibo Lu|Yibo Gao

doi dblp

You Can't Ignore Either: Unifying Structure and Feature Denoising for Robust Graph Learning.

Tianmeng Yang|Jiahao Meng|Min Zhou|Yaming Yang|Yujing Wang|Xiangtai Li|Yunhai Tong

doi dblp

Enhancing Playback Performance in Video Recommender Systems with an On-Device Gating and Ranking Framework.

Yunfei Yang|Hao Li|Muath Alzghool|Yimin Tu|Diana Zaiu Inkpen|Zhenghao Qi|Honghuan Wu|Qi Song|Tieyao Zhang|Muath Alzghool|Hao Li|Diana Zaiu Inkpen|Yimin Tu|Kaiqiao Zhan|Ben Wang

doi dblp

TrafCL: Robust Encrypted Malicious Traffic Detection via Contrastive Learning.

Xiaodu Yang|Sijie Ruan|Jinyu Li|Yinliang Yue|Bo Sun

doi dblp

Behavior-Aware Hypergraph Convolutional Network for Illegal Parking Prediction with Multi-Source Contextual Information.

Guang Yang|Meiqi Tu|Zelong Li|Jinquan Hang|Taichi Liu|Ruofeng Liu|Yi Ding|Yu Yang|Desheng Zhang

doi dblp

Leveraging Local Structure for Improving Model Explanations: An Information Propagation Approach.

Ruo Yang|Binghui Wang|Mustafa Bilgic

doi dblp

Adaptive Differentially Private Structural Entropy Minimization for Unsupervised Social Event Detection.

Zhiwei Yang|Yuecen Wei|Haoran Li|Qian Li|Lei Jiang|Li Sun|Xiaoyan Yu|Chunming Hu|Hao Peng

doi dblp

The Effect of Icon Semantic Distance on Preschool Children's Information Search: Evidence from an Eye-Tracking Study.

Jiaqi Yang|Pianran Wang

doi dblp

ST-ECP: A Novel Spatial-Temporal Framework for Energy Consumption Prediction of Vehicle Trajectory.

Biao Yang|Yun Xiong|Xi Chen|Xuejing Feng|Meng Wang|Jun Ma

doi dblp

MalLight: Influence-Aware Coordinated Traffic Signal Control for Traffic Signal Malfunctions.

Mustafa Jarrar|Qinchen Yang|Desheng Zhang|Zejun Xie|Marios D. Dikaiakos|Hua Wei|Desheng Zhang|Marios D. Dikaiakos|Yu Yang

doi dblp

What a Surprise! Computing Rewritten Modules Can Be as Efficient as Computing Subset Modules.

Zhihao Yang|Yizheng Zhao

doi dblp

Efficient Pruned Top-K Subgraph Matching with Topology-Aware Bounds.

Linglin Yang|Yuqi Zhou|Yue Pang|Lei Zou

doi dblp

Decoupled Behavior-based Contrastive Recommendation.

Mengduo Yang|Jie Zhou|Meng Xi|Xiaohua Pan|Yi Yuan|Ying Li|Yangyang Wu|Jinshan Zhang|Jianwei Yin

doi dblp

Topological Anonymous Walk Embedding: A New Structural Node Embedding Approach.

Yuchen Yan|Yongyi Hu|Qinghai Zhou|Shurang Wu|Dingsu Wang|Hanghang Tong

doi dblp

GeoReasoner: Reasoning On Geospatially Grounded Context For Natural Language Understanding.

Yibo Yan|Joey Lee

doi dblp

Distilling Multi-Scale Knowledge for Event Temporal Relation Extraction.

Hao-Ren Yao|Luke Breitfeller|Aakanksha Naik|Chunxiao Zhou|Carolyn P. Rosé

doi dblp

Combining Incomplete Observational and Randomized Data for Heterogeneous Treatment Effects.

Dong Yao|Caizhi Tang|Qing Cui|Longfei Li

doi dblp

Towards a Zero-Day Anomaly Detector in Cyber Physical Systems Using a Hybrid VAE-LSTM-OCSVM Model.

Romarick Yatagha|Betelhem Nebebe|Karl Waedt|Christoph Ruland

doi dblp

Guaranteeing Accuracy and Fairness under Fluctuating User Traffic: A Bankruptcy-Inspired Re-ranking Approach.

Xiaopeng Ye|Chen Xu|Jun Xu|Xuyang Xie|Gang Wang|Zhenhua Dong

doi dblp

Automation of Text-Based Economic Indicator Construction: A Pilot Exploration on Economic Policy Uncertainty Index.

Hsiu-Hsuan Yeh|Yu-Lieh Huang|Ziho Park|Chung-Chi Chen

doi dblp

Span Confusion is All You Need for Chinese Spelling Correction.

Dezhi Ye|Haomei Jia|Bowen Tian|Jie Liu|Haijin Liang|Jin Ma|Wenmin Wang

doi dblp

A Cause-Focused Query Optimizer Alert System.

Runfan Ye|Zibo Liang|Xu Chen|Shuncheng Liu|Kai Zheng

doi dblp

myCADI: my Contextual Anomaly Detection using Isolation.

Véronne Yepmo|Grégory Smits

doi dblp

Prioritized Binary Transformation Method for Efficient Multi-label Classification of Data Streams with Many Labels.

Onur Yildirim|Sepehr Bakhshi|Fazli Can

doi dblp

Voting with Generative AI for German Compound Splitting in E-commerce Search.

Ümit Yilmaz|Kilian Merkelbach|Daniel Stein|Hasan Oezkan

doi dblp

Revolutionizing Biomarker Discovery: Leveraging Generative AI for Bio-Knowledge-Embedded Continuous Space Exploration.

Wangyang Ying|Dongjie Wang|Xuanming Hu|Ji Qiu|Jin Park|Yanjie Fu

doi dblp

CKNN: Cleansed k-Nearest Neighbor for Unsupervised Video Anomaly Detection.

Jihun Yi|Sungroh Yoon

doi dblp

Debiased Graph Poisoning Attack via Contrastive Surrogate Objective.

Kanghoon Yoon|Yeonjun In|Namkyeong Lee|Kibum Kim|Chanyoung Park

doi dblp

Forecasting Live Chat Intent from Browsing History.

Se-eun Yoon|Ahmad Bin Rabiah|Zaid Alibadi|Surya Kallumadi|Julian J. McAuley

doi dblp

GaQR: An Efficient Generation-augmented Question Rewriter.

Oliver Young|Yixing Fan|Ruqing Zhang|Jiafeng Guo|Maarten de Rijke|Xueqi Cheng

doi dblp

GraphCBAL: Class-Balanced Active Learning for Graph Neural Networks via Reinforcement Learning.

Chengcheng Yu|Jiapeng Zhu|Xiang Li

doi dblp

MMLRec: A Unified Multi-Task and Multi-Scenario Learning Benchmark for Recommendation.

Guanghu Yuan|Jieyu Yang|Shujie Li|Mingjie Zhong|Ang Li|Ke Ding|Yong He|Min Yang|Liang Zhang|Xiaolu Zhang|Linjian Mo

doi dblp

Rethinking Attention Mechanism for Spatio-Temporal Modeling: A Decoupling Perspective in Traffic Flow Prediction.

Qi Yu|Weilong Ding|Hao Zhang|Yang Yang|Tianpu Zhang

doi dblp

An End-to-End Reinforcement Learning Based Approach for Micro-View Order-Dispatching in Ride-Hailing.

Xinlang Yue|Yiran Liu|Fangzhou Shi|Sihong Luo|Chen Zhong|Min Lu|Zhe Xu

doi dblp

Transformer Based Bayesian Network Embedding for Efficient Multiple Probabilistic Inferences.

Kun Yue|Zhiwei Qi|Liang Duan

doi dblp

Time-Series Representation Learning via Dual Reference Contrasting.

Rui Yu|Yongshun Gong|Shoujin Wang|Jiasheng Si|Xueping Peng|Bing Xu|Wenpeng Lu

doi dblp

XRDMamba: Large-scale Crystal Material Space Group Identification with Selective State Space Model.

Liheng Yu|Pengkun Wang|Zhe Zhao|Zhongchao Yi|Sun Nan|Di Wu|Yang Wang

doi dblp

DAMe: Personalized Federated Social Event Detection with Dual Aggregation Mechanism.

Xiaoyan Yu|Yifan Wei|Pu Li|Shuaishuai Zhou|Hao Peng|Li Sun|Liehuang Zhu|Philip S. Yu

doi dblp

Using Distributed Ledgers To Build Knowledge Graphs For Decentralized Computing Ecosystems.

Tarek Zaarour|Ahmed Khalid|Preeja Pradeep|Ahmed H. Zahran

doi dblp

Causal Discovery from Heterogenous Multivariate Time Series.

Lei Zan

doi dblp

On the Fly Detection of Root Causes from Observed Data with Application to IT Systems.

Lei Zan|Charles K. Assaad|Emilie Devijver|Éric Gaussier|Ali Aït-Bachir

doi dblp

Dual-level Intents Modeling for Knowledge-aware Recommendation.

Jin Zeng|Nan Wang|Jinbao Li

doi dblp

Benchmarking Challenges for Temporal Knowledge Graph Alignment.

Weixin Zeng|Jie Zhou|Xiang Zhao

doi dblp

Learn From Mistakes: Guidance on Zero-shot Conversational Text-to-SQL.

Wenshuo Zhai|Xiang Zhao|Jinzhi Liao|Ziyang Chen

doi dblp

Watermarking Recommender Systems.

Sixiao Zhang|Cheng Long|Wei Yuan|Hongxu Chen|Hongzhi Yin

doi dblp

Meta-Prompt Tuning Vision-Language Model for Multi-Label Few-Shot Image Recognition.

Feng Zhang|Wei Chen|Fei Ding|Tengjiao Wang|Dawei Lu|Jiabin Zheng

doi dblp

ELF-Gym: Evaluating Large Language Models Generated Features for Tabular Prediction.

Yanlin Zhang|Ning Li|Quan Gan|Weinan Zhang|David Wipf|Minjie Wang

doi dblp

Revisit Orthogonality in Graph-Regularized MLPs.

Hengrui Zhang|Shen Wang|Vassilis N. Ioannidis|Soji Adeshina|Jiani Zhang|Xiao Qin|Christos Faloutsos|Da Zheng|George Karypis|Philip S. Yu

doi dblp

DPCAG: A Community Affiliation Graph Generation Model for Preserving Group Relationships.

Xinjian Zhang|Bo Ning|Chengfei Liu

doi dblp

VIER: Visual Imagination Enhanced Retrieval in Sponsored Search.

Yadong Zhang|Yuqing Song|Siyu Lu|Qiang Liu|Xingxing Wang

doi dblp

Mamba Retriever: Utilizing Mamba for Effective and Efficient Dense Retrieval.

Hanqi Zhang|Chong Chen|Lang Mei|Qi Liu|Jiaxin Mao

doi dblp

Multi-view Temporal Knowledge Graph Reasoning.

Fuwei Zhang|Zhao Zhang|Fuzhen Zhuang|Zhiqiang Zhang|Jun Zhou|Deqing Wang

doi dblp

Cost-Effective Framework with Optimized Task Decomposition and Batch Prompting for Medical Dialogue Summary.

Chi Zhang|Tao Chen|Jiehao Chen|Hao Wang|Jiyun Shi|Zhaojing Luo|Meihui Zhang

doi dblp

CYCLE: Cross-Year Contrastive Learning in Entity-Linking.

Pengyu Zhang|Congfeng Cao|Klim Zaporojets|Paul Groth

doi dblp

Reformulating Conversational Recommender Systems as Tri-Phase Offline Policy Learning.

Gangyi Zhang|Chongming Gao|Hang Pan|Runzhe Teng|Ruizhe Li

doi dblp

Evolving to the Future: Unseen Event Adaptive Fake News Detection on Social Media.

Jiajun Zhang|Zhixun Li|Qiang Liu|Shu Wu|Zilei Wang|Liang Wang

doi dblp

Distilling Knowledge Based on Curriculum Learning for Temporal Knowledge Graph Embeddings.

Bin Zhang|Jiayin Li|Yuanfei Dai

doi dblp

Data Imputation from the Perspective of Graph Dirichlet Energy.

Weiqi Zhang|Guanlue Li|Jianheng Tang|Jia Li|Fugee Tsung

doi dblp

AI Agent for Information Retrieval: Generating and Ranking.

Yongfeng Zhang|Zhiwei Liu|Qingsong Wen|Linsey Pang|Wei Liu|Philip S. Yu

doi dblp

MSKR: Advancing Multi-modal Structured Knowledge Representation with Synergistic Hard Negative Samples.

Shuili Zhang|Hongzhang Mu|Tingwen Liu|Qianqian Tong|Jiawei Sheng

doi dblp

ROLeR: Effective Reward Shaping in Offline Reinforcement Learning for Recommender Systems.

Yi Zhang|Ruihong Qiu|Jiajun Liu|Sen Wang

doi dblp

EFVAE: Efficient Federated Variational Autoencoder for Collaborative Filtering.

Lu Zhang|Qian Rong|Xuanang Ding|Guohui Li|Ling Yuan

doi dblp

SAQRec: Aligning Recommender Systems to User Satisfaction via Questionnaire Feedback.

Kepu Zhang|Teng Shi|Sunhao Dai|Xiao Zhang|Yinfeng Li|Jing Lu|Xiaoxue Zang|Yang Song|Jun Xu

doi dblp

GongBu: Easily Fine-tuning LLMs for Domain-specific Adaptation.

Bolin Zhang|Yimin Tian|Shengwei Wang|Zhiying Tu|Dianhui Chu|Zhiqi Shen

doi dblp

An Enhanced Batch Query Architecture in Real-time Recommendation.

Qiang Zhang|Zhipeng Teng|Disheng Wu|Jiayin Wang

doi dblp

HGCH: A Hyperbolic Graph Convolution Network Model for Heterogeneous Collaborative Graph Recommendation.

Lu Zhang|Ning Wu

doi dblp

Momentum Contrastive Bidirectional Encoding with Self-Distillation for Sequential Recommendation.

Dingyi Zhang|Haoyu Wenren|Yue Wang|Yingming Li

doi dblp

InfoMLP: Unlocking the Potential of MLPs for Semi-Supervised Learning with Structured Data.

Hengrui Zhang|Qitian Wu|Chenxiao Yang|Philip S. Yu

doi dblp

A GAIL Fine-Tuned LLM Enhanced Framework for Low-Resource Knowledge Graph Question Answering.

Zhiqiang Zhang|Liqiang Wen|Wen Zhao

doi dblp

Effective Utilization of Large-scale Unobserved Data in Recommendation Systems.

Feng Zhang|Yulin Xu|Hongjie Chen|Xu Yuan|Qingwen Liu|Yuning Jiang

doi dblp

P-Rank+: A Scalable Efficient P-Rank Search Algorithm.

Maoyin Zhang|Weiren Yu

doi dblp

Learning the Dynamics in Sequential Recommendation by Exploiting Real-time Information.

Rujiao Zhang|Hao Zhang|Yucong Luo|Zhiding Liu|Mingyue Cheng|Qi Liu|Enhong Chen

doi dblp

Advancing Multivariate Time Series Anomaly Detection: A Comprehensive Benchmark with Real-World Data from Alibaba Cloud.

Zhana Bao|Chaoli Zhang|Yingying Zhang|Zhana Bao|Yingying Zhang|Lanshu Peng|Qingsong Wen|Yiyuan Yang|Chong-Jiong Fan|Minqi Jiang|Lunting Fan|Liang Sun

doi dblp

M3: A Multi-Image Multi-Modal Entity Alignment Dataset.

Shiqi Zhang|Weixin Zeng|Zhen Tan|Xiang Zhao|Weidong Xiao

doi dblp

Preference Prototype-Aware Learning for Universal Cross-Domain Recommendation.

Yuxi Zhang|Ji Zhang|Feiyang Xu|Lvying Chen|Bohan Li|Lei Guo|Hongzhi Yin

doi dblp

Language Models-enhanced Semantic Topology Representation Learning For Temporal Knowledge Graph Extrapolation.

Tianli Zhang|Tongya Zheng|Zhenbang Xiao|Zulong Chen|Liangyue Li|Zunlei Feng|Dongxiang Zhang|Mingli Song

doi dblp

Multi-modal Food Recommendation with Health-aware Knowledge Distillation.

Yixin Zhang|Xin Zhou|Fanglin Zhu|Ning Liu|Wei Guo|Yonghui Xu|Zhiqi Shen|Lizhen Cui

doi dblp

HiMTM: Hierarchical Multi-Scale Masked Time Series Modeling with Self-Distillation for Long-Term Forecasting.

Shubao Zhao|Ming Jin|Zhaoxiang Hou|Chengyi Yang|Zengxiang Li|Qingsong Wen|Yi Wang

doi dblp

Generating Intent-aware Clarifying Questions in Conversational Information Retrieval Systems.

Ziliang Zhao|Zhicheng Dou|Yujia Zhou

doi dblp

NeutronCache: An Efficient Cache-Enhanced Distributed Graph Neural Network Training System.

Chu Zhao|Shengjie Dong|Yuhai Zhao|Yuan Li

doi dblp

Breaking the Barrier: Utilizing Large Language Models for Industrial Recommendation Systems through an Inferential Knowledge Graph.

Qian Zhao|Hao Qian|Ziqi Liu|Gong-Duo Zhang|Lihong Gu

doi dblp

Multi-Task Modeling of Student Knowledge and Behavior.

Siqian Zhao|Sherry Sahebi

doi dblp

Aligning Explanations for Recommendation with Rating and Feature via Maximizing Mutual Information.

Yurou Zhao|Yiding Sun|Ruidong Han|Fei Jiang|Lu Guan|Xiang Li|Wei Lin|Weizhi Ma|Jiaxin Mao

doi dblp

Towards Coarse-grained Visual Language Navigation Task Planning Enhanced by Event Knowledge Graph.

Kaichen Zhao|Yaoxian Song|Haiquan Zhao|Haoyu Liu|Tiefeng Li|Zhixu Li

doi dblp

Zero-shot Knowledge Graph Question Generation via Multi-agent LLMs and Small Models Synthesis.

Runhao Zhao|Jiuyang Tang|Weixin Zeng|Ziyang Chen|Xiang Zhao

doi dblp

Confidence-Aware Multi-Field Model Calibration.

Yuang Zhao|Chuhan Wu|Qinglin Jia|Hong Zhu|Jia Yan|Libin Zong|Linxuan Zhang|Zhenhua Dong|Muyu Zhang

doi dblp

ECRT: Flexible Sequence Enhancement Framework for Cross-Domain Information Reuse in Recommendation.

Weiqiang Zhao|Zi-Yuan Wu|Yatao Yang|Lifeng Hua|Hao Xiong

doi dblp

Correcting Biases of Shapley Value Attributions for Informative Machine Learning Model Explanations.

Ningsheng Zhao|Jia Yuan Yu|Trang Bui|Krzysztof Dzieciolowski

doi dblp

Scaling Vison-Language Foundation Model to 12 Billion Parameters in Baidu Dynamic Image Advertising.

Xinyu Zhao|Kang Zhao|Zhipeng Jin|Yi Yang|Wen Tao|Xiaodong Chen|Cong Han|Shuanglong Li|Lin Liu

doi dblp

M2ConceptBase: A Fine-Grained Aligned Concept-Centric Multimodal Knowledge Base.

Zhiwei Zha|Jiaan Wang|Zhixu Li|Xiangru Zhu|Wei Song|Yanghua Xiao

doi dblp

FGITrans: Cross-City Transformer for Fine-grained Urban Flow Inference.

Yuhao Zheng|Yishuo Cai|Zihao Cai|Changjun Fan|Senzhang Wang|Jianxin Wang

doi dblp

Devil in the Tail: A Multi-Modal Framework for Drug-Drug Interaction Prediction in Long Tail Distinction.

Liangwei Nathan Zheng|Chang George Dong|Wei Emma Zhang|Xin Chen|Lin Yue|Weitong Chen

doi dblp

Irregularity-Informed Time Series Analysis: Adaptive Modelling of Spatial and Temporal Dynamics.

Liangwei Nathan Zheng|Zhengyang Li|Chang George Dong|Wei Emma Zhang|Lin Yue|Miao Xu|Olaf Maennel|Weitong Chen

doi dblp

AdaTM: Fine-grained Urban Flow Inference with Adaptive Knowledge Transfer across Multiple Cities.

Yuhao Zheng|Jinyang Wu|Zihao Cai|Senzhang Wang|Jianxin Wang

doi dblp

AdaTrans: Adaptive Transfer Time Prediction for Multi-modal Transportation Modes.

Shuxin Zhong|Hua Wei|Wenjun Lyu|Guang Yang|Zhiqing Hong|Guang Wang|Yu Yang|Desheng Zhang

doi dblp

A Behavior-aware Cause Identification Framework for Order Cancellation in Logistics Service.

Shuxin Zhong|Yahan Gu|Wenjun Lyu|Hongyu Lin|Guang Yang|Yao Lu|Guang Wang|Yu Yang|Desheng Zhang

doi dblp

Adaptive Cross-platform Transportation Time Prediction for Logistics.

Shuxin Zhong|Wenjun Lyu|Zhiqing Hong|Guang Yang|Weijian Zuo|Haotian Wang|Guang Wang|Yu Yang|Desheng Zhang

doi dblp

Interaction-level Membership Inference Attack against Recommender Systems with Long-tailed Distribution.

Da Zhong|Xiuling Wang|Zhichao Xu|Jun Xu|Wendy Hui Wang

doi dblp

Long-Term Hydrologic Time Series Prediction with LSPM.

Sicheng Zhou|David C. Anastasiu

doi dblp

Graph Anomaly Detection with Adaptive Node Mixup.

Qinghai Zhou|Yuzhong Chen|Zhe Xu|Yuhang Wu|Menghai Pan|Mahashweta Das|Hao Yang|Hanghang Tong

doi dblp

A Power Method to Alleviate Over-smoothing for Recommendation.

Peng Zhou|Yachao Cui|Han Cao

doi dblp

REDI: Recurrent Diffusion Model for Probabilistic Time Series Forecasting.

Shiyang Zhou|Zehao Gu|Yun Xiong|Yang Luo|Qiang Wang|Xiaofeng Gao

doi dblp

GLFNet: Global and Local Frequency-domain Network for Long-term Time Series Forecasting.

Xucheng Zhou|Yuwen Liu|Lianyong Qi|Xiaolong Xu|Wanchun Dou|Xuyun Zhang|Yang Zhang|Xiaokang Zhou

doi dblp

Learning Cross-modal Knowledge Reasoning and Heuristic-prompt for Visual-language Navigation.

Dongming Zhou|Zhengbin Pang|Wei Li

doi dblp

LST2A: Lexical-Syntactic Targeted Adversarial Attack for Texts.

Guanghao Zhou|Panjia Qiu|Mingyuan Fan|Cen Chen|Yaliang Li|Wenmeng Zhou

doi dblp

Regularized Unconstrained Weakly Submodular Maximization.

Yanhui Zhu|Samik Basu|A. Pavan

doi dblp

Understanding and Modeling Job Marketplace with Pretrained Language Models.

Yaochen Zhu|Liang Wu|Binchi Zhang|Song Wang|Qi Guo|Liangjie Hong|Luke Simon|Jundong Li

doi dblp

Submodular Optimization: Variants, Theory and Applications.

Yanhui Zhu

doi dblp

Not All Negatives are Equally Negative: Soft Contrastive Learning for Unsupervised Sentence Representations.

Haojie Zhuang|Wei Emma Zhang|Jian Yang|Weitong Chen|Quan Z. Sheng

doi dblp

MV-BART: Multi-view BART for Multi-modal Sarcasm Detection.

Xingjie Zhuang|Fengling Zhou|Zhixin Li

doi dblp

SaLa: Scenario-aware Label Graph Interaction for Multi-intent Spoken Language Understanding.

Zhihong Zhu|Xuxin Cheng|Zhanpeng Chen|Zhichang Wang|Zhiqi Huang|Yuexian Zou

doi dblp

Collaborative Scope: Encountering the Substitution Effect within the Delivery Scope in Online Food Delivery Platform.

Yida Zhu|Liying Chen|Chen Zheng|Jia Shi|Daping Xiong|Zewen Huang|Shihao Ren|Shuiping Chen|Jinghua Hao|Renqing He

doi dblp

LSR-IGRU: Stock Trend Prediction Based on Long Short-Term Relationships and Improved GRU.

Peng Zhu|Yuante Li|Yifan Hu|Qinyuan Liu|Dawei Cheng|Yuqi Liang

doi dblp

L-APPLE: Language-agnostic Prototype Prefix Learning for Cross-lingual Event Detection.

Ziqin Zhu|Xutan Peng|Qian Li|Cheng Ji|Qingyun Sun|Jianxin Li

doi dblp

EMERGE: Enhancing Multimodal Electronic Health Records Predictive Modeling with Retrieval-Augmented Generation.

Yinghao Zhu|Changyu Ren|Zixiang Wang|Xiaochen Zheng|Shiyun Xie|Junlan Feng|Xi Zhu|Zhoujun Li|Liantao Ma|Chengwei Pan

doi dblp

PRISM: Mitigating EHR Data Sparsity via Learning from Missing Feature Calibrated Prototype Patient Representations.

Yinghao Zhu|Zixiang Wang|Long He|Shiyun Xie|Xiaochen Zheng|Liantao Ma|Chengwei Pan

doi dblp

Mastodoner: A Command-line Tool and Python Library for Public Data Collection from Mastodon.

Haris Bin Zia|Ignacio Castro|Gareth Tyson

doi dblp

Collecting and Analyzing Public Data from Mastodon.

Haris Bin Zia|Ignacio Castro|Gareth Tyson

doi dblp

A Structural Information Guided Hierarchical Reconstruction for Graph Anomaly Detection.

Dongcheng Zou|Hao Peng|Chunyang Liu

doi dblp

DetCat: Detecting Categorical Outliers in Relational Datasets.

Arthur Zylinski|Abdulhakim Ali Qahtan