International Conference on Information and Knowledge Management (CIKM) (2023)

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Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

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Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
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Interpretable Natural Language Understanding.
Yulan He
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FCT-GAN: Enhancing Global Correlation of Table Synthesis via Fourier Transform.
Zilong Zhao|Robert Birke|Lydia Y. Chen
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Unleashing the Power of Shared Label Structures for Human Activity Recognition.
Xiyuan Zhang|Ranak Roy Chowdhury|Jiayun Zhang|Dezhi Hong|Rajesh K. Gupta|Jingbo Shang
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GranCATs: Cross-Lingual Enhancement through Granularity-Specific Contrastive Adapters.
Meizhen Liu|Jiakai He|Xu Guo|Jianye Chen|Siu Cheung Hui|Fengyu Zhou
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Exploring Low-Dimensional Manifolds of Deep Neural Network Parameters for Improved Model Optimization.
Ke Lu|Xiaotong He|Ze Qin|Xinyao Li|Zhekai Du
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AutoSeqRec: Autoencoder for Efficient Sequential Recommendation.
Sijia Liu|Jiahao Liu|Hansu Gu|Dongsheng Li|Tun Lu|Peng Zhang|Ning Gu
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How Discriminative Are Your Qrels? How To Study the Statistical Significance of Document Adjudication Methods.
David Otero|Javier Parapar|Nicola Ferro
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MORPHER: Structural Transformation of Ill-formed Rows.
Mazhar Hameed|Suhyun Ha|Hojung Nam|Gerardo Vitagliano|Mazhar Hameed|Suhyun Ha|Felix Naumann|Hojung Nam|Gerardo Vitagliano
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HEProto: A Hierarchical Enhancing ProtoNet based on Multi-Task Learning for Few-shot Named Entity Recognition.
Wei Chen|Lili Zhao|Pengfei Luo|Tong Xu|Yi Zheng|Enhong Chen
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Simulating Users in Interactive Web Table Retrieval.
Björn Engelmann|Timo Breuer|Philipp Schaer
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Ontology Enrichment from Texts: A Biomedical Dataset for Concept Discovery and Placement.
Hang Dong|Jiaoyan Chen|Yuan He|Ian Horrocks
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ITA-ELECTION-2022: A Multi-Platform Dataset of Social Media Conversations Around the 2022 Italian General Election.
Francesco Pierri|Geng Liu|Stefano Ceri
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AKE-GNN: Effective Graph Learning with Adaptive Knowledge Exchange.
Liang Zeng|Jin Xu|Zijun Yao|Yanqiao Zhu|Jian Li
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Iteratively Learning Representations for Unseen Entities with Inter-Rule Correlations.
Zihan Wang|Kai Zhao|Yongquan He|Zhumin Chen|Pengjie Ren|Maarten de Rijke|Zhaochun Ren
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Diving into a Sea of Opinions: Multi-modal Abstractive Summarization with Comment Sensitivity.
Raghvendra Kumar|Ratul Chakraborty|Abhishek Tiwari|Sriparna Saha|Naveen Saini
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Contrastive Learning for Rumor Detection via Fitting Beta Mixture Model.
Jiachen Ma|Jing Dai|Yong Liu|Meng Han|Chunyu Ai
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Simplifying Temporal Heterogeneous Network for Continuous-Time Link prediction.
Ce Li|Rongpei Hong|Xovee Xu|Goce Trajcevski|Fan Zhou
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SHARK: A Lightweight Model Compression Approach for Large-scale Recommender Systems.
Beichuan Zhang|Chenggen Sun|Jianchao Tan|Xinjun Cai|Jun Zhao|Mengqi Miao|Kang Yin|Chengru Song|Na Mou|Yang Song
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WOT-Class: Weakly Supervised Open-world Text Classification.
Tianle Wang|Zihan Wang|Weitang Liu|Jingbo Shang
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DRL4IR: 4th Workshop on Deep Reinforcement Learning for Information Retrieval.
Xin Xin|Xiangyu Zhao|Jin Huang|Weinan Zhang|Li Zhao|Dawei Yin|Grace Hui Yang
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Forward Creation, Reverse Selection: Achieving Highly Pertinent Multimodal Responses in Dialogue Contexts.
Ge Luo|Manman Zhang|Yuchen Ma|Sheng Li|Zhenxing Qian|Xinpeng Zhang
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PopDCL: Popularity-aware Debiased Contrastive Loss for Collaborative Filtering.
Zhuang Liu|Haoxuan Li|Guanming Chen|Yuanxin Ouyang|Wenge Rong|Zhang Xiong
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A Two-tier Shared Embedding Method for Review-based Recommender Systems.
Zhen Yang|Junrui Liu|Tong Li|Di Wu|Shiqiu Yang|Huan Liu
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Low-bit Quantization for Deep Graph Neural Networks with Smoothness-aware Message Propagation.
Shuang Wang|Bahaeddin Eravci|Rustam Guliyev|Hakan Ferhatosmanoglu
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Assessing Student Performance with Multi-granularity Attention from Online Classroom Dialogue.
Jiahao Chen|Zitao Liu|Shuyan Huang|Yaying Huang|Xiangyu Zhao|Boyu Gao|Weiqi Luo
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FINRule: Feature Interactive Neural Rule Learning.
Lu Yu|Meng Li|Ya-Lin Zhang|Longfei Li|Jun Zhou
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A Mix-up Strategy to Enhance Adversarial Training with Imbalanced Data.
Wentao Wang|Harry Shomer|Yuxuan Wan|Yaxin Li|Jiangtao Huang|Hui Liu
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Toward a Better Understanding of Loss Functions for Collaborative Filtering.
Seongmin Park|Mincheol Yoon|Jae-woong Lee|Hogun Park|Jongwuk Lee
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On Root Cause Localization and Anomaly Mitigation through Causal Inference.
Xiao Han|Lu Zhang|Yongkai Wu|Shuhan Yuan
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PyABSA: A Modularized Framework for Reproducible Aspect-based Sentiment Analysis.
Heng Yang|Chen Zhang|Ke Li
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Tutorial: Data Denoising Metrics in Recommender Systems.
Pengfei Wang|Chenliang Li|Lixin Zou|Zhichao Feng|Kaiyuan Li|Xiaochen Li|Xialong Liu|Shangguang Wang
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The First Workshop on Personalized Generative AI @ CIKM 2023: Personalization Meets Large Language Models.
Zheng Chen|Ziyan Jiang|Fan Yang|Zhankui He|Yupeng Hou|Eunah Cho|Julian J. McAuley|Aram Galstyan|Xiaohua Hu|Jie Yang
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Knowledge Graph Error Detection with Hierarchical Path Structure.
Zhao Zhang|Fuwei Zhang|Fuzhen Zhuang|Yongjun Xu
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Incorporating Constituent Syntax into Grammatical Error Correction with Multi-Task Learning.
Chen Chen|Bo He|Jing Yuan|Chunyan Hou|Xiaojie Yuan
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Towards Communication-Efficient Model Updating for On-Device Session-Based Recommendation.
Laure Soulier|Xin Xia|Lynda Tamine|Junliang Yu|Guandong Xu|Hongzhi Yin|Laure Soulier|Xin Xia|Lynda Tamine|Junliang Yu
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Geometry Interaction Augmented Graph Collaborative Filtering.
Jie Xu|Chaozhuo Li
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An Incremental Update Framework for Online Recommenders with Data-Driven Prior.
Chen Yang|Jin Chen|Qian Yu|Xiangdong Wu|Kui Ma|Zihao Zhao|Zhiwei Fang|Wenlong Chen|Chaosheng Fan|Jie He|Changping Peng|Zhangang Lin|Jingping Shao
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FARA: Future-aware Ranking Algorithm for Fairness Optimization.
Tao Yang|Zhichao Xu|Zhenduo Wang|Qingyao Ai
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DynED: Dynamic Ensemble Diversification in Data Stream Classification.
Soheil Abadifard|Sepehr Bakhshi|Sanaz Gheibuni|Fazli Can
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Product Entity Matching via Tabular Data.
Ali Naeim abadi|Mir Tafseer Nayeem|Davood Rafiei
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Retrievability Bias Estimation Using Synthetically Generated Queries.
Amin Abolghasemi|Suzan Verberne|Arian Askari|Leif Azzopardi
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Towards Effective Modeling and Exploitation of Search and User Context in Conversational Information Retrieval.
Praveen Acharya
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Optimizing for Member Value in an Edge Building Marketplace.
Ayan Acharya|Siyuan Gao|Ankan Saha|Borja Ocejo|Kinjal Basu|Sathiya Keerthi Selvaraj|Rahul Mazumder|Aman Gupta|Parag Agrawal
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Enhancing E-commerce Product Search through Reinforcement Learning-Powered Query Reformulation.
Sanjay Agrawal|Srujana Merugu|Vivek Sembium
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Fine-Grained Socioeconomic Prediction from Satellite Images with Distributional Adjustment.
Sam G. B. Roberts|Donghyun Ahn|Minhyuk Song|Tammy M. K. Cheng|Sam G. B. Roberts|Donghyun Ahn|Tammy M. K. Cheng|Robin Dunbar|SeungEon Lee|Minhyuk Song|Yubin Choi|SeungEon Lee|Robin Dunbar|Jon Crowcroft|Jihee Kim|Jon Crowcroft|Yubin Choi|Sangyoon Park|Hyunjoo Yang|Meeyoung Cha
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SNAKE Challenge: Sanitization Algorithms under Attack.
Tristan Allard|Louis Béziaud|Sébastien Gambs
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Some Useful Things to Know When Combining IR and NLP: the Easy, the Hard and the Ugly.
Omar Alonso|Kenneth Church
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Nowcast-to-Forecast: Token-Based Multiple Remote Sensing Data Fusion for Precipitation Forecast.
Sojung An
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Combining Inductive and Deductive Reasoning for Query Answering over Incomplete Knowledge Graphs.
Medina Andresel|Trung-Kien Tran|Csaba Domokos|Pasquale Minervini|Daria Stepanova
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Noisy Perturbations for Estimating Query Difficulty in Dense Retrievers.
Negar Arabzadeh|Radin Hamidi Rad|Maryam Khodabakhsh|Ebrahim Bagheri
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HOVER: Homophilic Oversampling via Edge Removal for Class-Imbalanced Bot Detection on Graphs.
Bradley Ashmore|Lingwei Chen
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CLosER: Conversational Legal Longformer with Expertise-Aware Passage Response Ranker for Long Contexts.
Arian Askari|Mohammad Aliannejadi|Amin Abolghasemi|Evangelos Kanoulas|Suzan Verberne
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A Test Collection of Synthetic Documents for Training Rankers: ChatGPT vs. Human Experts.
Arian Askari|Mohammad Aliannejadi|Evangelos Kanoulas|Suzan Verberne
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MODIMO: Workshop on Multi-Omics Data Integration for Modelling Biological Systems.
Simone Avesani|Vincenzo Bonnici|Simone Pernice|Marco Beccuti|Rosalba Giugno
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Towards Improving Accuracy and Computation Cost Optimization of Recommendation Systems.
Abdelghani Azri
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Accelerating Concept Learning via Sampling.
Alkid Baci|Stefan Heindorf
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Logarithmic Dimension Reduction for Quantum Neural Networks.
Hankyul Baek|Soohyun Park|Joongheon Kim
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GripRank: Bridging the Gap between Retrieval and Generation via the Generative Knowledge Improved Passage Ranking.
Jiaqi Bai|Hongcheng Guo|Jiaheng Liu|Jian Yang|Xinnian Liang|Zhao Yan|Zhoujun Li
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A Comparative Study of Reference Reliability in Multiple Language Editions of Wikipedia.
Aitolkyn Baigutanova|Diego Sáez-Trumper|Miriam Redi|Meeyoung Cha|Pablo Aragón
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Regression Compatible Listwise Objectives for Calibrated Ranking with Binary Relevance.
Aijun Bai|Rolf Jagerman|Zhen Qin|Le Yan|Pratyush Kar|Bing-Rong Lin|Xuanhui Wang|Michael Bendersky|Marc Najork
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Comparative Analysis of Open Source and Commercial Embedding Models for Question Answering.
Georgios Balikas
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Tutorial on User Simulation for Evaluating Information Access Systems.
Krisztian Balog|ChengXiang Zhai
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MPMRC-MNER: A Unified MRC framework for Multimodal Named Entity Recognition based Multimodal Prompt.
Xigang Bao|Mengyuan Tian|Zhiyuan Zha|Biao Qin
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Deep Integrated Explanations.
Oren Barkan|Yehonatan Elisha|Jonathan Weill|Yuval Asher|Amit Eshel|Noam Koenigstein
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Non-Recursive Cluster-Scale Graph Interacted Model for Click-Through Rate Prediction.
Yuanchen Bei|Hao Chen|Shengyuan Chen|Xiao Huang|Sheng Zhou|Feiran Huang
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GraphERT- Transformers-based Temporal Dynamic Graph Embedding.
Moran Beladev|Gilad Katz|Lior Rokach|Uriel Singer|Kira Radinsky
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Faster Approximation Algorithms for Parameterized Graph Clustering and Edge Labeling.
Vedangi Bengali|Nate Veldt
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Relevance-based Infilling for Natural Language Counterfactuals.
Lorenzo Betti|Carlo Abrate|Francesco Bonchi|Andreas Kaltenbrunner
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Data and Decision Fusion with Uncertainty Quantification for ML-based Healthcare Decision Systems.
Grigor Bezirganyan
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RT2S: A Framework for Learning with Noisy Labels.
Indranil Bhattacharya|Ze Ye|Kaushik Pavani|Sunny Dasgupta
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Multi-modal Mixture of Experts Represetation Learning for Sequential Recommendation.
Shuqing Bian|Xingyu Pan|Wayne Xin Zhao|Jinpeng Wang|Chuyuan Wang|Ji-Rong Wen
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CPMR: Context-Aware Incremental Sequential Recommendation with Pseudo-Multi-Task Learning.
Qingtian Bian|Jiaxing Xu|Hui Fang|Yiping Ke
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Bridged-GNN: Knowledge Bridge Learning for Effective Knowledge Transfer.
Wendong Bi|Xueqi Cheng|Bingbing Xu|Xiaoqian Sun|Easton Li Xu|Huawei Shen
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Enabling Health Data Sharing with Fine-Grained Privacy.
Luca Bonomi|Sepand Gousheh|Liyue Fan
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Counterfactual Graph Augmentation for Consumer Unfairness Mitigation in Recommender Systems.
Ludovico Boratto|Francesco Fabbri|Gianni Fenu|Mirko Marras|Giacomo Medda
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From User Activity Traces to Navigation Graph for Software Enhancement: An Application of Graph Neural Network (GNN) on a Real-World Non-Attributed Graph.
Ikram Boukharouba|Florence Sèdes|Christophe Bortolaso|Florent Mouysset
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Beyond Trading Data: The Hidden Influence of Public Awareness and Interest on Cryptocurrency Volatility.
Zeyd Boukhers|Azeddine Bouabdallah|Cong Yang|Jan Jürjens
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AQUAPLANE: The Argument Quality Explainer App.
Sebastian Britner|Lorik Dumani|Ralf Schenkel
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Fair&Share: Fast and Fair Multi-Criteria Selections.
Kathleen Cachel|Elke A. Rundensteiner
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L2R: Lifelong Learning for First-stage Retrieval with Backward-Compatible Representations.
Yinqiong Cai|Keping Bi|Yixing Fan|Jiafeng Guo|Wei Chen|Xueqi Cheng
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MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation.
Zekun Cai|Renhe Jiang|Xinyu Yang|Zhaonan Wang|Diansheng Guo|Hill Hiroki Kobayashi|Xuan Song|Ryosuke Shibasaki
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How Expressive are Graph Neural Networks in Recommendation?
Xuheng Cai|Lianghao Xia|Xubin Ren|Chao Huang
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Generalization Bound for Estimating Causal Effects from Observational Network Data.
Ruichu Cai|Zeqin Yang|Weilin Chen|Yuguang Yan|Zhifeng Hao
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Linkage Attack on Skeleton-based Motion Visualization.
Thomas Carr|Aidong Lu|Depeng Xu
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CallMine: Fraud Detection and Visualization of Million-Scale Call Graphs.
Mirela Teixeira Cazzolato|Saranya Vijayakumar|Meng-Chieh Lee|Catalina Vajiac|Namyong Park|Pedro Fidalgo|Agma J. M. Traina|Christos Faloutsos
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'Choose your Data Wisely': Active Learning based Selection with Multi-Objective Optimisation for Mitigating Stereotypes.
Manish Chandra|Debasis Ganguly|Tulika Saha|Iadh Ounis
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Region-Wise Attentive Multi-View Representation Learning For Urban Region Embedding.
Weiliang Chen|Qianqian Ren
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MUWS'2023: The 2nd International Workshop on Multimodal Human Understanding for the Web and Social Media.
Gullal S. Cheema|Sherzod Hakimov|Marc A. Kastner|Noa Garcia
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Continual Learning for Generative Retrieval over Dynamic Corpora.
Laura Dietz|Jiangui Chen|Michael Schuhmacher|Ruqing Zhang|Jiafeng Guo|Maarten de Rijke|Wei Chen|Yixing Fan|Xueqi Cheng
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Inducing Causal Structure for Abstractive Text Summarization.
Lu Chen|Ruqing Zhang|Wei Huang|Wei Chen|Jiafeng Guo|Xueqi Cheng
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Beyond Semantics: Learning a Behavior Augmented Relevance Model with Self-supervised Learning.
Zeyuan Chen|Wei Chen|Jia Xu|Zhongyi Liu|Wei Zhang
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Monotonic Neural Ordinary Differential Equation: Time-series Forecasting for Cumulative Data.
Zhichao Chen|Leilei Ding|Zhixuan Chu|Yucheng Qi|Jianmin Huang|Hao Wang
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Learning Pair-Centric Representation for Link Sign Prediction with Subgraph.
Jushuo Chen|Feifei Dai|Xiaoyan Gu|Haihui Fan|Jiang Zhou|Bo Li|Weiping Wang
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Unsupervised Anomaly Detection & Diagnosis: A Stein Variational Gradient Descent Approach.
Zhichao Chen|Leilei Ding|Jianmin Huang|Zhixuan Chu|Qingyang Dai|Hao Wang
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Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models.
Yuyan Chen|Qiang Fu|Ge Fan|Lun Du|Jian-Guang Lou|Shi Han|Dongmei Zhang|Zhixu Li|Yanghua Xiao
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Hallucination Detection: Robustly Discerning Reliable Answers in Large Language Models.
Yuyan Chen|Qiang Fu|Yichen Yuan|Zhihao Wen|Ge Fan|Dayiheng Liu|Dongmei Zhang|Zhixu Li|Yanghua Xiao
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Identify Risky Rules to Reduce Side Effects in Association Rule Hiding.
Peng Cheng
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MI-DPG: Decomposable Parameter Generation Network Based on Mutual Information for Multi-Scenario Recommendation.
Wenzhuo Cheng|Ke Ding|Xin Dong|Yong He|Liang Zhang|Linjian Mo
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Towards Spoken Language Understanding via Multi-level Multi-grained Contrastive Learning.
Xuxin Cheng|Wanshi Xu|Zhihong Zhu|Hongxiang Li|Yuexian Zou
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Enhancing Information Diffusion Prediction with Self-Supervised Disentangled User and Cascade Representations.
Zhangtao Cheng|Wenxue Ye|Leyuan Liu|Wenxin Tai|Fan Zhou
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DAS-CL: Towards Multimodal Machine Translation via Dual-Level Asymmetric Contrastive Learning.
Xuxin Cheng|Zhihong Zhu|Yaowei Li|Hongxiang Li|Yuexian Zou
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Meta-Transfer-Learning for Time Series Data with Extreme Events: An Application to Water Temperature Prediction.
Shengyu Chen|Nasrin Kalanat|Simon N. Topp|Jeffrey M. Sadler|Yiqun Xie|Zhe Jiang|Xiaowei Jia
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Semi-supervised Curriculum Ensemble Learning for Financial Precision Marketing.
Hsin-Yu Chen|Cheng-Te Li|Ting-Yu Chen
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Segment Augmentation and Prediction Consistency Neural Network for Multi-label Unknown Intent Detection.
Miaoxin Chen|Cao Liu|Boqi Dai|Hai-Tao Zheng|Ting Song|Jiansong Chen|Guanglu Wan|Rui Xie
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Attribute-enhanced Dual Channel Representation Learning for Session-based Recommendation.
Qian Chen|Jianjun Li|Zhiqiang Guo|Guohui Li|Zhiying Deng
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Region Profile Enhanced Urban Spatio-Temporal Prediction via Adaptive Meta-Learning.
Jie Chen|Tong Liu|Ruiyuan Li
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Causality and Independence Enhancement for Biased Node Classification.
Guoxin Chen|Yongqing Wang|Fangda Guo|Qinglang Guo|Jiangli Shao|Huawei Shen|Xueqi Cheng
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Knowledge-inspired Subdomain Adaptation for Cross-Domain Knowledge Transfer.
Liyue Chen|Linian Wang|Jinyu Xu|Shuai Chen|Weiqiang Wang|Wenbiao Zhao|Qiyu Li|Leye Wang
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Deep Generative Imputation Model for Missing Not At Random Data.
Jialei Chen|Yuanbo Xu|Pengyang Wang|Yongjian Yang
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TCCM: Time and Content-Aware Causal Model for Unbiased News Recommendation.
Yewang Chen|Weiyao Ye|Guipeng Xv|Chen Lin|Xiaomin Zhu
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ParkFlow: Intelligent Dispersal for Mitigating Parking Shortages Using Multi-Granular Spatial-Temporal Analysis.
Yang Fan Chiang|Chun-Wei Shen|Jhe-Wei Tsai|Pei-Xuan Li|Tzu-Chang Lee|Hsun-Ping Hsieh
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PCT-CycleGAN: Paired Complementary Temporal Cycle-Consistent Adversarial Networks for Radar-Based Precipitation Nowcasting.
Jaeho Choi|Yura Kim|Kwang-Ho Kim|Sung-Hwa Jung|Ikhyun Cho
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Patient Clustering via Integrated Profiling of Clinical and Digital Data.
Dongjin Choi|Andy Xiang|Ozgur Ozturk|Deep Shrestha|Barry L. Drake|Hamid Haidarian|Faizan Javed|Haesun Park
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Towards Understanding of Deepfake Videos in the Wild.
Beomsang Cho|Binh Minh Le|Jiwon Kim|Simon S. Woo|Shahroz Tariq|Alsharif Abuadbba|Kristen Moore
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Delivery Optimized Discovery in Behavioral User Segmentation under Budget Constraint.
Harshita Chopra|Atanu R. Sinha|Sunav Choudhary|Ryan A. Rossi|Paavan Kumar Indela|Veda Pranav Parwatala|Srinjayee Paul|Aurghya Maiti
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Incorporating Co-purchase Correlation for Next-basket Recommendation.
Yu Hao Chou|Pu-Jen Cheng
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Continually-Adaptive Representation Learning Framework for Time-Sensitive Healthcare Applications.
Akash Choudhuri|Hankyu Jang|Alberto M. Segre|Philip M. Polgreen|Kishlay Jha|Bijaya Adhikari
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DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research.
Yu-Neng Chuang|Sunwon Lee|Guanchu Wang|Chia-Yuan Chang|Yu-Neng Chuang|Sunwon Lee|Kwei-Herng Lai|Daochen Zha|Ruixiang Tang|Fan Yang|Alfredo Costilla-Reyes|Kaixiong Zhou|Xiaoqian Jiang|Xia Hu
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Learning Invariant Representations for New Product Sales Forecasting via Multi-Granularity Adversarial Learning.
Zhenzhen Chu|Chengyu Wang|Cen Chen|Dawei Cheng|Yuqi Liang|Weining Qian
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Rebalancing Social Feed to Minimize Polarization and Disagreement.
Federico Cinus|Aristides Gionis|Francesco Bonchi
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Reconciling Training and Evaluation Objectives in Location Agnostic Surrogate Explainers.
Matthew Clifford|Jonathan Erskine|Alexander Hepburn|Peter A. Flach|Raúl Santos-Rodríguez
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Can Knowledge Graphs Simplify Text?
Anthony M. Colas|Haodi Ma|Xuanli He|Yang Bai|Daisy Zhe Wang
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DPAN: Dynamic Preference-based and Attribute-aware Network for Relevant Recommendations.
Wei Dai|Yingmin Su|Xiaofeng Pan|Yufeng Wang|Zhenyu Zhu|Nan Xu|Chengjun Mao|Bo Cao
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Dually Enhanced Delayed Feedback Modeling for Streaming Conversion Rate Prediction.
Sunhao Dai|Yuqi Zhou|Jun Xu|Ji-Rong Wen
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Efficient Variant Calling on Human Genome Sequences Using a GPU-Enabled Commodity Cluster.
Manas Jyoti Das|Khawar Shehzad|Praveen Rao
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NeoMaPy: A Parametric Framework for Reasoning with MAP Inference on Temporal Markov Logic Networks.
Victor David|Raphaël Fournier-S'niehotta|Nicolas Travers
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Cross-heterogeneity Graph Few-shot Learning.
Pengfei Ding|Yan Wang|Guanfeng Liu
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TPUF: Enhancing Cross-domain Sequential Recommendation via Transferring Pre-trained User Features.
Yujia Ding|Huan Li|Ke Chen|Lidan Shou
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Self-supervised Learning and Graph Classification under Heterophily.
Yilin Ding|Zhen Liu|Hao Hao
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Reveal the Unknown: Out-of-Knowledge-Base Mention Discovery with Entity Linking.
Hang Dong|Jiaoyan Chen|Yuan He|Yinan Liu|Ian Horrocks
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I3 Retriever: Incorporating Implicit Interaction in Pre-trained Language Models for Passage Retrieval.
Qian Dong|Yiding Liu|Qingyao Ai|Haitao Li|Shuaiqiang Wang|Yiqun Liu|Dawei Yin|Shaoping Ma
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Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQA.
Guanting Dong|Rumei Li|Sirui Wang|Yupeng Zhang|Yunsen Xian|Weiran Xu
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A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NER.
Guanting Dong|Zechen Wang|Jinxu Zhao|Gang Zhao|Daichi Guo|Dayuan Fu|Tingfeng Hui|Chen Zeng|Keqing He|Xuefeng Li|Liwen Wang|Xinyue Cui|Weiran Xu
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Type Theory as a Unifying Paradigm for Modern Databases.
Christoph Dorn|Haikal Pribadi
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Optimal Linear Subspace Search: Learning to Construct Fast and High-Quality Schedulers for Diffusion Models.
Zhongjie Duan|Chengyu Wang|Cen Chen|Jun Huang|Weining Qian
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CLSPRec: Contrastive Learning of Long and Short-term Preferences for Next POI Recommendation.
Chenghua Duan|Wei Fan|Wei Zhou|Hu Liu|Junhao Wen
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Enhancing Catalog Relationship Problems with Heterogeneous Graphs and Graph Neural Networks Distillation.
Boxin Du|Robert A. Barton|Grant Galloway|Junzhou Huang|Shioulin Sam|Ismail B. Tutar|Changhe Yuan
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Learning Sparse Lexical Representations Over Specified Vocabularies for Retrieval.
Jeffrey M. Dudek|Weize Kong|Cheng Li|Mingyang Zhang|Michael Bendersky
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DoRA: Domain-Based Self-Supervised Learning Framework for Low-Resource Real Estate Appraisal.
Wei-Wei Du|Wei-Yao Wang|Wen-Chih Peng
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Geometric Matrix Completion via Sylvester Multi-Graph Neural Network.
Boxin Du|Changhe Yuan|Fei Wang|Hanghang Tong
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FlaCGEC: A Chinese Grammatical Error Correction Dataset with Fine-grained Linguistic Annotation.
Hanyue Du|Yike Zhao|Qingyuan Tian|Jiani Wang|Lei Wang|Yunshi Lan|Xuesong Lu
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Content-Based Email Classification at Scale.
Kirstin Early|Neil O'Hare|Christopher LuVogt
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Contrastive Keyword Extraction from Versioned Documents.
Lukas Eder|Ricardo Campos|Adam Jatowt
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Comparing Fine-Tuned Transformers and Large Language Models for Sales Call Classification: A Case Study.
Roy Eisenstadt|Abedelkader Asi|Royi Ronen
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Learning What to Ask: Mining Product Attributes for E-commerce Sales from Massive Dialogue Corpora.
Yan Fan|Chengyu Wang|Fan Feng|Hengbin Cui|Yuchuan Wu|Yongbin Li
doi dblp
Batch-Mix Negative Sampling for Learning Recommendation Retrievers.
Yongfu Fan|Jin Chen|Yongquan Jiang|Defu Lian|Fangda Guo|Kai Zheng
doi dblp
BOMGraph: Boosting Multi-scenario E-commerce Search with a Unified Graph Neural Network.
Shuai Fan|Jinping Gou|Yang Li|Jiaxing Bai|Chen Lin|Wanxian Guan|Xubin Li|Hongbo Deng|Jian Xu|Bo Zheng
doi dblp
KGPR: Knowledge Graph Enhanced Passage Ranking.
Jinyuan Fang|Zaiqiao Meng|Craig Macdonald
doi dblp
Zero-shot Item-based Recommendation via Multi-task Product Knowledge Graph Pre-Training.
Ziwei Fan|Zhiwei Liu|Shelby Heinecke|Jianguo Zhang|Huan Wang|Caiming Xiong|Philip S. Yu
doi dblp
Spatial-Temporal Graph Boosting Networks: Enhancing Spatial-Temporal Graph Neural Networks via Gradient Boosting.
Yujie Fan|Leslie F. Sikos|David M. W. Powers|Liang Wang|Sang-Wook Kim|Chin-Chia Michael Yeh|Huiyuan Chen|Junpeng Wang|Sunju Park|Yan Zheng|Sang-Wook Kim|Liang Wang|Junpeng Wang|Sunju Park|Xin Dai|Zhongfang Zhuang|Wei Zhang
doi dblp
The µ-RA System for Recursive Path Queries over Graphs.
Amela Fejza|Pierre Genevès|Nabil Layaïda|Sarah Chlyah
doi dblp
Multi-step Prompting for Few-shot Emotion-Grounded Conversations.
Mauajama Firdaus|Gopendra Vikram Singh|Asif Ekbal|Pushpak Bhattacharyya
doi dblp
Cross-Scenario Maneuver Decision with Adaptive Perception for Autonomous Driving.
Yuan Fu|Shuncheng Liu|Yuyang Xia|Fangda Guo|Kai Zheng
doi dblp
Investigating Natural and Artificial Dynamics in Graph Data Mining and Machine Learning.
Dongqi Fu
doi dblp
Cognitive-inspired Graph Redundancy Networks for Multi-source Information Fusion.
Yao Fu|Junhong Wan|Junlan Yu|Weihao Jiang|Shiliang Pu
doi dblp
Robust User Behavioral Sequence Representation via Multi-scale Stochastic Distribution Prediction.
Chilin Fu|Weichang Wu|Xiaolu Zhang|Jun Hu|Jing Wang|Jun Zhou
doi dblp
Rec4Ad: A Free Lunch to Mitigate Sample Selection Bias for Ads CTR Prediction in Taobao.
Jingyue Gao|Shuguang Han|Han Zhu|Siran Yang|Yuning Jiang|Jian Xu|Bo Zheng
doi dblp
Synergistic Disease Similarity Measurement via Unifying Hierarchical Relation Perception and Association Capturing.
Zihao Gao|Huifang Ma|Yike Wang|Zhixin Li|Liang Chang
doi dblp
Predicting Interaction Quality of Conversational Assistants With Spoken Language Understanding Model Confidences.
Yue Gao|Enrico Piovano|Tamer Soliman|Monir Moniruzzaman|Anoop Kumar|Melanie Bradford|Subhrangshu Nandi
doi dblp
Semantic-aware Node Synthesis for Imbalanced Heterogeneous Information Networks.
Xinyi Gao|Wentao Zhang|Tong Chen|Junliang Yu|Nguyen Quoc Viet Hung|Hongzhi Yin
doi dblp
AI in the Gray: Exploring Moderation Policies in Dialogic Large Language Models vs. Human Answers in Controversial Topics.
Vahid Ghafouri|Vibhor Agarwal|Yong Zhang|Nishanth Sastry|Jose M. Such|Guillermo Suarez-Tangil
doi dblp
Extracting Methodology Components from AI Research Papers: A Data-driven Factored Sequence Labeling Approach.
Madhusudan Ghosh|Debasis Ganguly|Partha Basuchowdhuri|Sudip Kumar Naskar
doi dblp
Proactive Streaming Analytics at Scale: A Journey from the State-of-the-art to a Production Platform.
Nikos Giatrakos|Elias Alevizos|Antonios Deligiannakis|Ralf Klinkenberg|Alexander Artikis
doi dblp
DataDoc Analyzer: A Tool for Analyzing the Documentation of Scientific Datasets.
Joan Giner-Miguelez|Judita Preiss|Mark Stevenson|Abel Gómez|Jordi Cabot
doi dblp
On the Trade-off between Over-smoothing and Over-squashing in Deep Graph Neural Networks.
Jhony H. Giraldo|Konstantinos Skianis|Thierry Bouwmans|Fragkiskos D. Malliaros
doi dblp
Knowledge-Enhanced Multi-Label Few-Shot Product Attribute-Value Extraction.
Jiaying Gong|Wei-Te Chen|Hoda Eldardiry
doi dblp
An Unified Search and Recommendation Foundation Model for Cold-Start Scenario.
Yuqi Gong|Xichen Ding|Yehui Su|Kaiming Shen|Zhongyi Liu|Guannan Zhang
doi dblp
MEBS: Multi-task End-to-end Bid Shading for Multi-slot Display Advertising.
Zhen Gong|Lvyin Niu|Yang Zhao|Miao Xu|Haoqi Zhang|Zhenzhe Zheng|Zhilin Zhang|Rongquan Bai|Chuan Yu|Jian Xu|Bo Zheng|Fan Wu
doi dblp
Neighborhood Homophily-based Graph Convolutional Network.
Shengbo Gong|Jiajun Zhou|Chenxuan Xie|Qi Xuan
doi dblp
Attacking Neural Networks with Neural Networks: Towards Deep Synchronization for Backdoor Attacks.
Zihan Guan|Lichao Sun|Mengnan Du|Ninghao Liu
doi dblp
Hierarchical Meta-Learning with Hyper-Tasks for Few-Shot Learning.
Yunchuan Guan|Yu Liu|Ke Zhou|Junyuan Huang
doi dblp
KG4Ex: An Explainable Knowledge Graph-Based Approach for Exercise Recommendation.
Quanlong Guan|Fang Xiao|Xinghe Cheng|Liangda Fang|Ziliang Chen|Guanliang Chen|Weiqi Luo
doi dblp
Explainable and Accurate Natural Language Understanding for Voice Assistants and Beyond.
Kalpa Gunaratna|Vijay Srinivasan|Hongxia Jin
doi dblp
Leveraging Post-Click User Behaviors for Calibrated Conversion Rate Prediction Under Delayed Feedback in Online Advertising.
Yuyao Guo|Xiang Ao|Qiming Liu|Qing He
doi dblp
MGICL: Multi-Grained Interaction Contrastive Learning for Multimodal Named Entity Recognition.
Aibo Guo|Xiang Zhao|Zhen Tan|Weidong Xiao
doi dblp
Towards Fair Graph Neural Networks via Graph Counterfactual.
Zhimeng Guo|Jialiang Li|Teng Xiao|Yao Ma|Suhang Wang
doi dblp
Targeted Shilling Attacks on GNN-based Recommender Systems.
Sihan Guo|Ting Bai|Weihong Deng
doi dblp
RoCourseNet: Robust Training of a Prediction Aware Recourse Model.
Hangzhi Guo|Feiran Jia|Jinghui Chen|Anna Cinzia Squicciarini|Amulya Yadav
doi dblp
Query-dominant User Interest Network for Large-Scale Search Ranking.
Tong Guo|Xuanping Li|Haitao Yang|Xiao Liang|Yong Yuan|Jingyou Hou|Bingqing Ke|Chao Zhang|Junlin He|Shunyu Zhang|Enyun Yu|Wenwu Ou
doi dblp
Interpretable Fake News Detection with Graph Evidence.
Hao Guo|Weixin Zeng|Jiuyang Tang|Xiang Zhao
doi dblp
DFFM: Domain Facilitated Feature Modeling for CTR Prediction.
Wei Guo|Chenxu Zhu|Fan Yan|Bo Chen|Weiwen Liu|Huifeng Guo|Hongkun Zheng|Yong Liu|Ruiming Tang
doi dblp
Hateful Comment Detection and Hate Target Type Prediction for Video Comments.
Shrey Gupta|Pratyush Priyadarshi|Manish Gupta
doi dblp
Workshop on Enterprise Knowledge Graphs using Large Language Models.
Rajeev Gupta|Srinath Srinivasa
doi dblp
James ate 5 oranges = Steve bought 5 pencils: Structure-Aware Denoising for Paraphrasing Word Problems.
Rishabh Gupta|Venktesh V|Mukesh K. Mohania|Vikram Goyal
doi dblp
Homophily-enhanced Structure Learning for Graph Clustering.
Ming Gu|Gaoming Yang|Sheng Zhou|Ning Ma|Jiawei Chen|Qiaoyu Tan|Meihan Liu|Jiajun Bu
doi dblp
Learning To Rank Diversely At Airbnb.
Malay Haldar|Mustafa Abdool|Liwei He|Dillon Davis|Huiji Gao|Sanjeev Katariya
doi dblp
ELTRA: An Embedding Method based on Learning-to-Rank to Preserve Asymmetric Information in Directed Graphs.
Masoud Reyhani Hamedani|Jin-Su Ryu|Sang-Wook Kim
doi dblp
Workshop on Document Intelligence Understanding.
Soyeon Caren Han|Yihao Ding|Siwen Luo|Josiah Poon|Hee-Guen Yoon|Zhe Huang|Paul Duuring|Eun-Jung Holden
doi dblp
Enhancing Spatio-temporal Traffic Prediction through Urban Human Activity Analysis.
Sumin Han|Youngjun Park|Minji Lee|Jisun An|Dongman Lee
doi dblp
Continual Learning in Predictive Autoscaling.
Hongyan Hao|Zhixuan Chu|Shiyi Zhu|Gangwei Jiang|Yan Wang|Caigao Jiang|James Y. Zhang|Wei Jiang|Siqiao Xue|Jun Zhou
doi dblp
A Deep Conditional Generative Approach for Constrained Community Detection.
Chaobo He|Junwei Cheng|Quanlong Guan|Xiang Fei|Hanchao Li|Yong Tang
doi dblp
Perturbation-Based Two-Stage Multi-Domain Active Learning.
Rui He|Zeyu Dai|Shan He|Ke Tang
doi dblp
Dynamic Embedding Size Search with Minimum Regret for Streaming Recommender System.
Bowei He|Xu He|Renrui Zhang|Yingxue Zhang|Ruiming Tang|Chen Ma
doi dblp
KGrEaT: A Framework to Evaluate Knowledge Graphs via Downstream Tasks.
Nicolas Heist|Sven Hertling|Heiko Paulheim
doi dblp
Latent Aspect Detection via Backtranslation Augmentation.
Farinam Hemmatizadeh|Christine Wong|Alice Yu|Hossein Fani
doi dblp
Designing and Evaluating Presentation Strategies for Fact-Checked Content.
Danula Hettiachchi|Kaixin Ji|Jenny Kennedy|Anthony McCosker|Flora D. Salim|Mark Sanderson|Falk Scholer|Damiano Spina
doi dblp
Predictive Uncertainty-based Bias Mitigation in Ranking.
Maria Heuss|Daniel Cohen|Masoud Mansoury|Maarten de Rijke|Carsten Eickhoff
doi dblp
Robust Basket Recommendation via Noise-tolerated Graph Contrastive Learning.
Xinrui He|Tianxin Wei|Jingrui He
doi dblp
Large Language Models as Zero-Shot Conversational Recommenders.
Zhankui He|Zhouhang Xie|Rahul Jha|Harald Steck|Dawen Liang|Yesu Feng|Bodhisattwa Prasad Majumder|Nathan Kallus|Julian J. McAuley
doi dblp
Understanding User Immersion in Online Short Video Interaction.
Zhiyu He|Shaorun Zhang|Peijie Sun|Jiayu Li|Xiaohui Xie|Min Zhang|Yiqun Liu
doi dblp
AutoBuild: Automatic Community Building Labeling for Last-mile Delivery.
Zhiqing Hong|Dongjiang Cao|Haotian Wang|Guang Wang|Tian He|Desheng Zhang
doi dblp
Search-Efficient Computerized Adaptive Testing.
Yuting Hong|Shiwei Tong|Wei Huang|Yan Zhuang|Qi Liu|Enhong Chen|Xin Li|Yuanjing He
doi dblp
Urban-scale POI Updating with Crowd Intelligence.
Zhiqing Hong|Haotian Wang|Wenjun Lyu|Hai Wang|Yunhuai Liu|Guang Wang|Tian He|Desheng Zhang
doi dblp
SANN: Programming Code Representation Using Attention Neural Network with Optimized Subtree Extraction.
Muntasir Hoq|Sushanth Reddy Chilla|Melika Ahmadi Ranjbar|Peter Brusilovsky|Bita Akram
doi dblp
SEDAR: A Semantic Data Reservoir for Heterogeneous Datasets.
Sayed Hoseini|Ahmed Ali|Haron Shaker|Christoph Quix
doi dblp
Deep Context Interest Network for Click-Through Rate Prediction.
Xuyang Hou|Zhe Wang|Qi Liu|Tan Qu|Jia Cheng|Jun Lei
doi dblp
STAMINA (Spatial-Temporal Aligned Meteorological INformation Attention) and FPL (Focal Precip Loss): Advancements in Precipitation Nowcasting for Heavy Rainfall Events.
Ping-Chia Huang|Yueh-Li Chen|Yi-Syuan Liou|Bing-Chen Tsai|Chun-Chieh Wu|Winston H. Hsu
doi dblp
Single-User Injection for Invisible Shilling Attack against Recommender Systems.
Chengzhi Huang|Hui Li
doi dblp
Safe-NORA: Safe Reinforcement Learning-based Mobile Network Resource Allocation for Diverse User Demands.
Wenzhen Huang|Tong Li|Yuting Cao|Zhe Lyu|Yanping Liang|Li Yu|Depeng Jin|Junge Zhang|Yong Li
doi dblp
Spans, Not Tokens: A Span-Centric Model for Multi-Span Reading Comprehension.
Zixian Huang|Jiaying Zhou|Chenxu Niu|Gong Cheng
doi dblp
PS-SA: An Efficient Self-Attention via Progressive Sampling for User Behavior Sequence Modeling.
Jiacen Hu|Zhangming Chan|Yu Zhang|Shuguang Han|Siyuan Lou|Baolin Liu|Han Zhu|Yuning Jiang|Jian Xu|Bo Zheng
doi dblp
Unlocking the Potential of User Feedback: Leveraging Large Language Model as User Simulators to Enhance Dialogue System.
Zhiyuan Hu|Yue Feng|Aldo Lipani|Stefan Bordag|Anh Tuan Luu|Bryan Hooi|Stefan Bordag|Aldo Lipani
doi dblp
Liberate Pseudo Labels from Over-Dependence: Label Information Migration on Sparsely Labeled Graphs.
Zhihui Hu|Yao Fu|Hong Zhao|Xiaoyu Cai|Weihao Jiang|Shiliang Pu
doi dblp
Adaptive Multi-Modalities Fusion in Sequential Recommendation Systems.
Hengchang Hu|Wei Guo|Yong Liu|Min-Yen Kan
doi dblp
HyperFormer: Enhancing Entity and Relation Interaction for Hyper-Relational Knowledge Graph Completion.
Zhiwei Hu|Víctor Gutiérrez-Basulto|Zhiliang Xiang|Ru Li|Jeff Z. Pan
doi dblp
Enhanced Template-Free Reaction Prediction with Molecular Graphs and Sequence-based Data Augmentation.
Haozhe Hu|Yongquan Jiang|Yan Yang|Jim X. Chen
doi dblp
Celebrity-aware Graph Contrastive Learning Framework for Social Recommendation.
Zheng Hu|Satoshi Nakagawa|Liang Luo|Yu Gu|Fuji Ren
doi dblp
Independent Distribution Regularization for Private Graph Embedding.
Qi Hu|Yangqiu Song
doi dblp
EFFECTS: Explorable and Explainable Feature Extraction Framework for Multivariate Time-Series Classification.
Ido Ikar|Amit Somech
doi dblp
Forgetting-aware Linear Bias for Attentive Knowledge Tracing.
Yoonjin Im|Eunseong Choi|Heejin Kook|Jongwuk Lee
doi dblp
Deep Variational Bayesian Modeling of Haze Degradation Process.
Eun Woo Im|Junsung Shin|Sungyong Baik|Tae Hyun Kim
doi dblp
Stochastic Subgraph Neighborhood Pooling for Subgraph Classification.
Shweta Ann Jacob|Paul Louis|Amirali Salehi-Abari
doi dblp
Lightweight Adaptation of Neural Language Models via Subspace Embedding.
Amit Kumar Jaiswal|Haiming Liu
doi dblp
SAGE: A Storage-Based Approach for Scalable and Efficient Sparse Generalized Matrix-Matrix Multiplication.
Myung-Hwan Jang|Yun-Yong Ko|Hyuck-Moo Gwon|Ikhyeon Jo|Yongjun Park|Sang-Wook Kim
doi dblp
Relevant Entity Selection: Knowledge Graph Bootstrapping via Zero-Shot Analogical Pruning.
Lucas Jarnac|Miguel Couceiro|Pierre Monnin
doi dblp
Proactive and Automatic Detection of Product Misclassifications at Massive Scale.
Ling Jiang|Xiaoyu Chu|Saaransh Gulati|Pulkit Garg|Andrew Borthwick|Gang Luo
doi dblp
A Momentum Loss Reweighting Method for Improving Recall.
Chenzhi Jiang|Yin Jin|Ningtao Wang|Ruofan Wu|Xing Fu|Weiqiang Wang
doi dblp
Self-supervised Contrastive Enhancement with Symmetric Few-shot Learning Towers for Cold-start News Recommendation.
Hao Jiang|Chuanzhen Li|Juanjuan Cai|Runyu Tian|Jingling Wang
doi dblp
CSPM: A Contrastive Spatiotemporal Preference Model for CTR Prediction in On-Demand Food Delivery Services.
Guyu Jiang|Désiré Kompaoré|Xiaoyun Li|Xiaoyun Li|Désiré Kompaoré|Josiane Mothe|Rongrong Jing|Rongrong Jing|Josiane Mothe|Ruoqi Zhao|Xingliang Ni|Guodong Cao|Ning Hu
doi dblp
Enhancing the Robustness via Adversarial Learning and Joint Spatial-Temporal Embeddings in Traffic Forecasting.
Juyong Jiang|Binqing Wu|Ling Chen|Kai Zhang|Sunghun Kim
doi dblp
A Stochastic Online Forecast-and-Optimize Framework for Real-Time Energy Dispatch in Virtual Power Plants under Uncertainty.
Wei Jiang|Zhongkai Yi|Li Wang|Hanwei Zhang|Jihai Zhang|Fangquan Lin|Cheng Yang
doi dblp
Knowledge-Aware Cross-Semantic Alignment for Domain-Level Zero-Shot Recommendation.
Junji Jiang|Hongke Zhao|Ming He|Likang Wu|Kai Zhang|Jianping Fan
doi dblp
AdaMCT: Adaptive Mixture of CNN-Transformer for Sequential Recommendation.
Juyong Jiang|Peiyan Zhang|Yingtao Luo|Chaozhuo Li|Jae Boum Kim|Kai Zhang|Senzhang Wang|Xing Xie|Sunghun Kim
doi dblp
PriSHAP: Prior-guided Shapley Value Explanations for Correlated Features.
Guanyu Jiang|Fuzhen Zhuang|Bowen Song|Tianyi Zhang|Deqing Wang
doi dblp
Uncertainty Quantification via Spatial-Temporal Tweedie Model for Zero-inflated and Long-tail Travel Demand Prediction.
Xinke Jiang|Dingyi Zhuang|Xianghui Zhang|Hao Chen|Jiayuan Luo|Xiaowei Gao
doi dblp
Replace Scoring with Arrangement: A Contextual Set-to-Arrangement Framework for Learning-to-Rank.
Jiarui Jin|Xianyu Chen|Weinan Zhang|Mengyue Yang|Yang Wang|Yali Du|Yong Yu|Jun Wang
doi dblp
Capturing Popularity Trends: A Simplistic Non-Personalized Approach for Enhanced Item Recommendation.
Jiazheng Jing|Yinan Zhang|Xin Zhou|Zhiqi Shen
doi dblp
MSRA: A Multi-Aspect Semantic Relevance Approach for E-Commerce via Multimodal Pre-Training.
Hanqi Jin|Jiwei Tan|Lixin Liu|Lisong Qiu|Shaowei Yao|Xi Chen|Xiaoyi Zeng
doi dblp
Multi-Granularity Attention Model for Group Recommendation.
Jianye Ji|Jiayan Pei|Shaochuan Lin|Taotao Zhou|Hengxu He|Jia Jia|Ning Hu
doi dblp
Robust Graph Clustering via Meta Weighting for Noisy Graphs.
Hyeonsoo Jo|Fanchen Bu|Kijung Shin
doi dblp
Hierarchical Multi-Label Classification with Partial Labels and Unknown Hierarchy.
Suhyeon Jo|DongHyeok Shin|Byeonghu Na|JoonHo Jang|Il-Chul Moon
doi dblp
SAFE: Sequential Attentive Face Embedding with Contrastive Learning for Deepfake Video Detection.
Juho Jung|Chaewon Kang|Jeewoo Yoon|Simon S. Woo|Jinyoung Han
doi dblp
Real-time Emotion Pre-Recognition in Conversations with Contrastive Multi-modal Dialogue Pre-training.
Xincheng Ju|Dong Zhang|Suyang Zhu|Junhui Li|Shoushan Li|Guodong Zhou
doi dblp
CFOM: Lead Optimization For Drug Discovery With Limited Data.
Natan Kaminsky|Uriel Singer|Kira Radinsky
doi dblp
Contrastive Learning of Temporal Distinctiveness for Survival Analysis in Electronic Health Records.
Mohsen Nayebi Kerdabadi|Arya Hadizadeh Moghaddam|Bin Liu|Mei Liu|Zijun Yao
doi dblp
Can a Chatbot be Useful in Childhood Cancer Survivorship? Development of a Chatbot for Survivors of Childhood Cancer.
Mirae Kim|Kyubum Hwang|Hayoung Oh|Heejin Kim|Min-Ah Kim
doi dblp
Class Label-aware Graph Anomaly Detection.
Junghoon Kim|Yeonjun In|Kanghoon Yoon|Junmo Lee|Chanyoung Park
doi dblp
Effective Slogan Generation with Noise Perturbation.
Jongeun Kim|MinChung Kim|Taehwan Kim
doi dblp
Exploring Cohesive Subgraphs in Hypergraphs: The (k, g)-core Approach.
Dahee Kim|Junghoon Kim|Sungsu Lim|Hyun Ji Jeong
doi dblp
Test-Time Embedding Normalization for Popularity Bias Mitigation.
Dain Kim|Jinhyeok Park|Dongwoo Kim
doi dblp
Climate Intervention Analysis using AI Model Guided by Statistical Physics Principles.
Soo Kyung Kim|Kalai Ramea|Salva Rühling Cachay|Haruki Hirasawa|Subhashis Hazarika|Dipti Hingmire|Peetak Mitra|Philip J. Rasch|Hansi A. Singh
doi dblp
S-Mixup: Structural Mixup for Graph Neural Networks.
Junghurn Kim|Sukwon Yun|Chanyoung Park
doi dblp
Meta-Learning with Adaptive Weighted Loss for Imbalanced Cold-Start Recommendation.
Minchang Kim|Yongjin Yang|Jung Hyun Ryu|Taesup Kim
doi dblp
Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction.
Kelvin J. L. Koa|Yunshan Ma|Ritchie Ng|Tat-Seng Chua
doi dblp
AmpliBias: Mitigating Dataset Bias through Bias Amplification in Few-shot Learning for Generative Models.
Donggeun Ko|Dongjun Lee|Namjun Park|Kyoungrae Noh|Hyeonjin Park|Jaekwang Kim
doi dblp
LARCH: Large Language Model-based Automatic Readme Creation with Heuristics.
Yuta Koreeda|Terufumi Morishita|Osamu Imaichi|Yasuhiro Sogawa
doi dblp
Modeling Sequential Collaborative User Behaviors For Seller-Aware Next Basket Recommendation.
Ziyi Kou|Saurav Manchanda|Shih-Ting Lin|Min Xie|Haixun Wang|Xiangliang Zhang
doi dblp
A Model-Agnostic Method to Interpret Link Prediction Evaluation of Knowledge Graph Embeddings.
Narayanan Asuri Krishnan|Carlos R. Rivero
doi dblp
Generating Product Insights from Community Q&A.
Lital Kuchy|Ran Levy|Avihai Mejer|Noam Segev|Shunit Agmon|Miriam Farber
doi dblp
Practical Lessons Learned From Detecting, Preventing and Mitigating Harmful Experiences on Facebook.
Prathyusha Senthil Kumar
doi dblp
Unsupervised Multi-Modal Representation Learning for High Quality Retrieval of Similar Products at E-commerce Scale.
Kushal Kumar|Tarik Arici|Tal Neiman|Jinyu Yang|Shioulin Sam|Yi Xu|Hakan Ferhatosmanoglu|Ismail B. Tutar
doi dblp
Prompting Strategies for Citation Classification.
Petr Knoth|Tomás Kliegr|Suchetha N. Kunnath|David Pride|Tomás Kliegr|Petr Knoth
doi dblp
CRUISE-Screening: Living Literature Reviews Toolbox.
Wojciech Kusa|Petr Knoth|Allan Hanbury
doi dblp
Non-Compliant Bandits.
Branislav Kveton|Yi Liu|Johan Matteo Kruijssen|Yisu Nie
doi dblp
Addressing Selection Bias in Computerized Adaptive Testing: A User-Wise Aggregate Influence Function Approach.
Soonwoo Kwon|Sojung Kim|Seunghyun Lee|Jin-Young Kim|Suyeong An|Kyuseok Kim
doi dblp
A Re-evaluation of Deep Learning Methods for Attributed Graph Clustering.
Xinying Lai|Dingming Wu|Christian S. Jensen|Kezhong Lu
doi dblp
VFedAD: A Defense Method Based on the Information Mechanism Behind the Vertical Federated Data Poisoning Attack.
Jinrong Lai|Tong Wang|Chuan Chen|Yihao Li|Zibin Zheng
doi dblp
Learning the Co-evolution Process on Live Stream Platforms with Dual Self-attention for Next-topic Recommendations.
Noriko Kando|Hsu-Chao Lai|Hsu-Chao Lai|Philip S. Yu|Noriko Kando|Jiun-Long Huang
doi dblp
Tackling Diverse Minorities in Imbalanced Classification.
Kwei-Herng Lai|Daochen Zha|Huiyuan Chen|Mangesh Bendre|Yuzhong Chen|Mahashweta Das|Hao Yang|Xia Hu
doi dblp
Towards Filling the Gap in Conversational Search: From Passage Retrieval to Conversational Response Generation.
Weronika Lajewska|Krisztian Balog
doi dblp
The Price is Right: Removing A/B Test Bias in a Marketplace of Expirable Goods.
Thu Le|Alex Deng
doi dblp
PGB: A PubMed Graph Benchmark for Heterogeneous Network Representation Learning.
Eric Wonhee Lee|Joyce C. Ho
doi dblp
ST-RAP: A Spatio-Temporal Framework for Real Estate Appraisal.
Hojoon Lee|Hawon Jeong|Byungkun Lee|Kyungyup Daniel Lee|Jaegul Choo
doi dblp
MvFS: Multi-view Feature Selection for Recommender System.
Youngjune Lee|Yeongjong Jeong|Keunchan Park|SeongKu Kang
doi dblp
You're Not Alone in Battle: Combat Threat Analysis Using Attention Networks and a New Open Benchmark.
Soo Yong Lee|Juwon Kim|Kiwoong Park|Dong Kuk Ryu|Sang Heun Shim|Kijung Shin
doi dblp
DuoGAT: Dual Time-oriented Graph Attention Networks for Accurate, Efficient and Explainable Anomaly Detection on Time-series.
Jongsoo Lee|Byeongtae Park|Dong-Kyu Chae
doi dblp
UNDO: Effective and Accurate Unlearning Method for Deep Neural Networks.
Sangyong Lee|Simon S. Woo
doi dblp
Look At Me, No Replay! SurpriseNet: Anomaly Detection Inspired Class Incremental Learning.
Anton Lee|Yaqian Zhang|Heitor Murilo Gomes|Albert Bifet|Bernhard Pfahringer
doi dblp
Application of Deep Clustering Algorithms.
Collin Leiber|Lukas Miklautz|Claudia Plant|Christian Böhm
doi dblp
Harnessing the Power of Pre-trained Vision-Language Models for Efficient Medical Report Generation.
Qi Li
doi dblp
A Hierarchical Imitation Learning-based Decision Framework for Autonomous Driving.
Hebin Liang|Zibin Dong|Yi Ma|Xiaotian Hao|Yan Zheng|Jianye Hao
doi dblp
Enhancing Dynamic On-demand Food Order Dispatching via Future-informed and Spatial-temporal Extended Decisions.
Yile Liang|Donghui Li|Jiuxia Zhao|Xuetao Ding|Huanjia Lian|Jinghua Hao|Renqing He
doi dblp
Retrieving GNN Architecture for Collaborative Filtering.
Fengqi Liang|Huan Zhao|Zhenyi Wang|Wei Fang|Chuan Shi
doi dblp
SAILOR: Structural Augmentation Based Tail Node Representation Learning.
Jie Liao|Jintang Li|Liang Chen|Bingzhe Wu|Yatao Bian|Zibin Zheng
doi dblp
Bias Invariant Approaches for Improving Word Embedding Fairness.
Siyu Liao|Rongting Zhang|Barbara Poblete|Vanessa Murdock
doi dblp
ST-MoE: Spatio-Temporal Mixture-of-Experts for Debiasing in Traffic Prediction.
Shuhao Li|Yue Cui|Yan Zhao|Weidong Yang|Ruiyuan Zhang|Xiaofang Zhou
doi dblp
CORD: A Three-Stage Coarse-to-Fine Framework for Relation Detection in Knowledge Base Question Answering.
Yanzeng Li|Sen Hu|Wenjuan Han|Lei Zou
doi dblp
MUSER: A Multi-View Similar Case Retrieval Dataset.
Qingquan Li|Yiran Hu|Feng Yao|Chaojun Xiao|Zhiyuan Liu|Maosong Sun|Weixing Shen
doi dblp
HEPT Attack: Heuristic Perpendicular Trial for Hard-label Attacks under Limited Query Budgets.
Qi Li|Xingyu Li|Xiaodong Cui|Keke Tang|Peican Zhu
doi dblp
Relation-Aware Diffusion Model for Controllable Poster Layout Generation.
Fengheng Li|An Liu|Wei Feng|Honghe Zhu|Yaoyu Li|Zheng Zhang|Jingjing Lv|Xin Zhu|Junjie Shen|Zhangang Lin|Jingping Shao
doi dblp
GUARD: Graph Universal Adversarial Defense.
Jintang Li|Jie Liao|Ruofan Wu|Liang Chen|Zibin Zheng|Jiawang Dan|Changhua Meng|Weiqiang Wang
doi dblp
MadSGM: Multivariate Anomaly Detection with Score-based Generative Models.
Haksoo Lim|Sewon Park|Minjung Kim|Jaehoon Lee|Seonkyu Lim|Noseong Park
doi dblp
Causal Discovery in Temporal Domain from Interventional Data.
Peiwen Li|Yuan Meng|Xin Wang|Fang Shen|Yue Li|Jialong Wang|Wenwu Zhu
doi dblp
printf: Preference Modeling Based on User Reviews with Item Images and Textual Information via Graph Learning.
Hao-Lun Lin|Jyun-Yu Jiang|Ming-Hao Juan|Pu-Jen Cheng
doi dblp
On the Thresholding Strategy for Infrequent Labels in Multi-label Classification.
Yu-Jen Lin|Chih-Jen Lin
doi dblp
CTCam: Enhancing Transportation Evaluation through Fusion of Cellular Traffic and Camera-Based Vehicle Flows.
ChungYi Lin|Shen-Lung Tung|Hung-Ting Su|Winston H. Hsu
doi dblp
Adaptation Speed Analysis for Fairness-aware Causal Models.
Yujie Lin|Chen Zhao|Minglai Shao|Xujiang Zhao|Haifeng Chen
doi dblp
Pseudo Triplet Networks for Classification Tasks with Cross-Source Feature Incompleteness.
Cayon Liow|Cheng-Te Li|Chun-Pai Yang|Shou-De Lin
doi dblp
Tight-Sketch: A High-Performance Sketch for Heavy Item-Oriented Data Stream Mining with Limited Memory Size.
Weihe Li|Paul Patras
doi dblp
AutoMRM: A Model Retrieval Method Based on Multimodal Query and Meta-learning.
Zhaotian Li|Binhang Qi|Hailong Sun|Xiang Gao
doi dblp
REST: Drug-Drug Interaction Prediction via Reinforced Student-Teacher Curriculum Learning.
Xinhang Li|Zhaopeng Qiu|Xiangyu Zhao|Yong Zhang|Chunxiao Xing|Xian Wu
doi dblp
Multi-Order Relations Hyperbolic Fusion for Heterogeneous Graphs.
Junlin Li|Yueheng Sun|Minglai Shao
doi dblp
Temporal and Topological Augmentation-based Cross-view Contrastive Learning Model for Temporal Link Prediction.
Dongyuan Li|Shiyin Tan|Yusong Wang|Kotaro Funakoshi|Manabu Okumura
doi dblp
Personalized Differentially Private Federated Learning without Exposing Privacy Budgets.
Junxu Liu|Jian Lou|Li Xiong|Xiaofeng Meng
doi dblp
MATA*: Combining Learnable Node Matching with A* Algorithm for Approximate Graph Edit Distance Computation.
Junfeng Liu|Min Zhou|Shuai Ma|Lujia Pan
doi dblp
Black-box Adversarial Attacks against Dense Retrieval Models: A Multi-view Contrastive Learning Method.
Yu-An Liu|Ruqing Zhang|Jiafeng Guo|Maarten de Rijke|Wei Chen|Yixing Fan|Xueqi Cheng
doi dblp
Multitask Ranking System for Immersive Feed and No More Clicks: A Case Study of Short-Form Video Recommendation.
Qingyun Liu|Zhe Zhao|Liang Liu|Zhen Zhang|Junjie Shan|Yuening Li|Shuchao Bi|Lichan Hong|Ed H. Chi
doi dblp
FairGraph: Automated Graph Debiasing with Gradient Matching.
Yezi Liu
doi dblp
Online Efficient Secure Logistic Regression based on Function Secret Sharing.
Jing Liu|Jamie Cui|Cen Chen
doi dblp
Towards Trustworthy Rumor Detection with Interpretable Graph Structural Learning.
Leyuan Liu|Junyi Chen|Zhangtao Cheng|Wenxin Tai|Fan Zhou
doi dblp
Hierarchical Prompt Tuning for Few-Shot Multi-Task Learning.
Jingping Liu|Tao Chen|Zujie Liang|Haiyun Jiang|Yanghua Xiao|Feng Wei|Yuxi Qian|Zhenghong Hao|Bing Han
doi dblp
Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting.
Hangchen Liu|Zheng Dong|Renhe Jiang|Jiewen Deng|Jinliang Deng|Quanjun Chen|Xuan Song
doi dblp
UniTE: A Unified Treatment Effect Estimation Method for One-sided and Two-sided Marketing.
Runshi Liu|Zhipeng Hou
doi dblp
Leveraging Event Schema to Ask Clarifying Questions for Conversational Legal Case Retrieval.
Bulou Liu|Yiran Hu|Qingyao Ai|Yiqun Liu|Yueyue Wu|Chenliang Li|Weixing Shen
doi dblp
ForeSeer: Product Aspect Forecasting Using Temporal Graph Embedding.
Sheng Wang|Zixuan Liu|Sangwoo Kim|Gaurush Hiranandani|Kun Qian|Edward W. Huang|Yi Xu|Belinda Zeng|Karthik Subbian|Sangwoo Kim|Sheng Wang
doi dblp
Epidemiology-aware Deep Learning for Infectious Disease Dynamics Prediction.
Mutong Liu|Yang Liu|Jiming Liu
doi dblp
Neural Personalized Topic Modeling for Mining User Preferences on Social Media.
Luyang Liu|Qunyang Lin|Haonan Tong|Hongyin Zhu|Ke Liu|Min Wang|Chuang Zhang
doi dblp
Boosting Meta-Learning Cold-Start Recommendation with Graph Neural Network.
Han Liu|Hongxiang Lin|Xiaotong Zhang|Fenglong Ma|Hongyang Chen|Lei Wang|Hong Yu|Xianchao Zhang
doi dblp
Understanding the Multi-vector Dense Retrieval Models.
Qi Liu|Jiaxin Mao
doi dblp
SMEF: Social-aware Multi-dimensional Edge Features-based Graph Representation Learning for Recommendation.
Xiao Liu|Shunmei Meng|Qianmu Li|Lianyong Qi|Xiaolong Xu|Wanchun Dou|Xuyun Zhang
doi dblp
Text Matching Improves Sequential Recommendation by Reducing Popularity Biases.
Zhenghao Liu|Sen Mei|Chenyan Xiong|Xiaohua Li|Shi Yu|Zhiyuan Liu|Yu Gu|Ge Yu
doi dblp
STGIN: Spatial-Temporal Graph Interaction Network for Large-scale POI Recommendation.
Shaohua Liu|Yu Qi|Gen Li|Mingjian Chen|Teng Zhang|Jia Cheng|Jun Lei
doi dblp
TemDep: Temporal Dependency Priority for Multivariate Time Series Prediction.
Shu Liu|Jiaheng Wang|Jiamin Chen|Jianliang Gao|Yuhui Zhong
doi dblp
Weak Regression Enhanced Lifelong Learning for Improved Performance and Reduced Training Data.
Tong Liu|Xulong Wang|He Huang|Po Yang
doi dblp
Khronos: A Real-Time Indexing Framework for Time Series Databases on Large-Scale Performance Monitoring Systems.
Xinyu Liu|Zijing Wei|Wenqing Yu|Shaozhi Liu|Gang Wang|Xiaoguang Liu|Yusen Li
doi dblp
Self-Supervised Dynamic Hypergraph Recommendation based on Hyper-Relational Knowledge Graph.
Yi Liu|Hongrui Xuan|Bohan Li|Meng Wang|Tong Chen|Hongzhi Yin
doi dblp
ContributionSum: Generating Disentangled Contributions for Scientific Papers.
Meng-Huan Liu|An-Zi Yen|Hen-Hsen Huang|Hsin-Hsi Chen
doi dblp
Quantifying the Effectiveness of Advertising: A Bootstrap Proportion Test for Brand Lift Testing.
Wanjun Liu|Xiufan Yu|Jialiang Mao|Xiaoxu Wu|Justin Dyer
doi dblp
Homogeneous Cohort-Aware Group Cognitive Diagnosis: A Multi-grained Modeling Perspective.
Shuhuan Liu|Xiaoshan Yu|Haiping Ma|Ziwen Wang|Chuan Qin|Xingyi Zhang
doi dblp
Retrieval-Based Unsupervised Noisy Label Detection on Text Data.
Peiyang Liu|Jinyu Yang|Lin Wang|Sen Wang|Yunlai Hao|Huihui Bai
doi dblp
Diffusion Augmentation for Sequential Recommendation.
Qidong Liu|Fan Yan|Xiangyu Zhao|Zhaocheng Du|Huifeng Guo|Ruiming Tang|Feng Tian
doi dblp
Deep Task-specific Bottom Representation Network for Multi-Task Recommendation.
Qi Liu|Zhilong Zhou|Gangwei Jiang|Tiezheng Ge|Defu Lian
doi dblp
Cross-city Few-Shot Traffic Forecasting via Traffic Pattern Bank.
Zhanyu Liu|Guanjie Zheng|Yanwei Yu
doi dblp
Datasets and Interfaces for Benchmarking Heterogeneous Graph Neural Networks.
George Tsatsaronis|Yijian Liu|Chuan Shi|Hongyi Zhang|Cheng Yang|Ao Li|Yugang Ji|Luhao Zhang|Tao Li|Jinyu Yang|Tianyu Zhao|Juan Yang|Hai Huang|Chuan Shi|George Tsatsaronis
doi dblp
Counterfactual Adversarial Learning for Recommendation.
Jialin Liu|Zijian Zhang|Xiangyu Zhao|Jun Li
doi dblp
Contrastive Representation Learning Based on Multiple Node-centered Subgraphs.
Dong Li|Wenjun Wang|Minglai Shao|Chen Zhao
doi dblp
Graph Enhanced Hierarchical Reinforcement Learning for Goal-oriented Learning Path Recommendation.
Qingyao Li|Wei Xia|Li'ang Yin|Jian Shen|Renting Rui|Weinan Zhang|Xianyu Chen|Ruiming Tang|Yong Yu
doi dblp
Class-Specific Word Sense Aware Topic Modeling via Soft Orthogonalized Topics.
Wenbo Li|Yao Yang|Einoshin Suzuki
doi dblp
HAMUR: Hyper Adapter for Multi-Domain Recommendation.
Xiaopeng Li|Fan Yan|Xiangyu Zhao|Yichao Wang|Bo Chen|Huifeng Guo|Ruiming Tang
doi dblp
Fragment and Integrate Network (FIN): A Novel Spatial-Temporal Modeling Based on Long Sequential Behavior for Online Food Ordering Click-Through Rate Prediction.
Jun Li|Ge Zhang
doi dblp
Prompt Distillation for Efficient LLM-based Recommendation.
Lei Li|Yongfeng Zhang|Li Chen
doi dblp
ACGAN-GNNExplainer: Auxiliary Conditional Generative Explainer for Graph Neural Networks.
Yiqiao Li|Jianlong Zhou|Yifei Dong|Niusha Shafiabady|Fang Chen
doi dblp
Heterogeneous Temporal Graph Neural Network Explainer.
Jiazheng Li|Chunhui Zhang|Chuxu Zhang
doi dblp
Towards Automatic ICD Coding via Knowledge Enhanced Multi-Task Learning.
Xinhang Li|Xiangyu Zhao|Yong Zhang|Chunxiao Xing
doi dblp
THGNN: An Embedding-based Model for Anomaly Detection in Dynamic Heterogeneous Social Networks.
Yilin Li|Jiaqi Zhu|Congcong Zhang|Yi Yang|Jiawen Zhang|Ying Qiao|Hongan Wang
doi dblp
Personalized Interest Sustainability Modeling for Sequential POI Recommendation.
Zewen Long|Liang Wang|Qiang Liu|Shu Wu
doi dblp
BRep-BERT: Pre-training Boundary Representation BERT with Sub-graph Node Contrastive Learning.
Yunzhong Lou|Xueyang Li|Haotian Chen|Xiangdong Zhou
doi dblp
Selecting Walk Schemes for Database Embedding.
Yuval Lev Lubarsky|Jan Tönshoff|Martin Grohe|Benny Kimelfeld
doi dblp
Can Embeddings Analysis Explain Large Language Model Ranking?
Claudio Lucchese|Giorgia Minello|Franco Maria Nardini|Salvatore Orlando|Raffaele Perego|Alberto Veneri
doi dblp
ClinicalRisk: A New Therapy-related Clinical Trial Dataset for Predicting Trial Status and Failure Reasons.
Junyu Luo|Zhi Qiao|Lucas Glass|Cao Xiao|Fenglong Ma
doi dblp
Timestamps as Prompts for Geography-Aware Location Recommendation.
Yan Luo|Haoyi Duan|Ye Liu|Fu-Lai Chung
doi dblp
Improving Long-Tail Item Recommendation with Graph Augmentation.
Sichun Luo|Chen Ma|Yuanzhang Xiao|Linqi Song
doi dblp
pADR: Towards Personalized Adverse Drug Reaction Prediction by Modeling Multi-sourced Data.
Junyu Luo|Cheng Qian|Xiaochen Wang|Lucas Glass|Fenglong Ma
doi dblp
FAF: A Risk Detection Framework on Industry-Scale Graphs.
Yice Luo|Guannan Wang|Yongchao Liu|Jiaxin Yue|Weihong Cheng|Binjie Fei
doi dblp
Context-Aware Prompt for Generation-based Event Argument Extraction with Diffusion Models.
Lei Luo|Yajing Xu
doi dblp
Integrating Priors into Domain Adaptation Based on Evidence Theory.
Ying Lv|Jianpeng Ma|Yiqiu Zhang|Gang Xu
doi dblp
Multi-scale Graph Pooling Approach with Adaptive Key Subgraph for Graph Representations.
Yiqin Lv|Zhiliang Tian|Zheng Xie|Yiping Song
doi dblp
Commonsense Temporal Action Knowledge (CoTAK) Dataset.
Steven J. Lynden|Hailemariam Mehari Yohannes|Kyoung-Sook Kim|Adam Jatowt|Akiyoshi Matono|Haitao Yu|Xin Liu|Yijun Duan
doi dblp
DCGNN: Dual-Channel Graph Neural Network for Social Bot Detection.
Nuoyan Lyu|Bingbing Xu|Fangda Guo|Huawei Shen
doi dblp
A Principled Decomposition of Pointwise Mutual Information for Intention Template Discovery.
Denghao Ma|Kevin Chen-Chuan Chang|Yueguo Chen|Xueqiang Lv|Liang Shen
doi dblp
Age-Aware Guidance via Masking-Based Attention in Face Aging.
Junyeong Maeng|Kwanseok Oh|Heung-Il Suk
doi dblp
Application and Evaluation of Large Language Models for the Generation of Survey Questions.
Antonio Maiorino|Zoe Padgett|Chun Wang|Misha Yakubovskiy|Peng Jiang
doi dblp
Generating News-Centric Crossword Puzzles As A Constraint Satisfaction and Optimization Problem.
Kaito Majima|Shotaro Ishihara
doi dblp
The 3rd International Workshop on Mining and Learning in the Legal Domain.
Masoud Makrehchi|Dell Zhang|Alina Petrova|John Armour
doi dblp
Harnessing GPT for Topic-Based Call Segmentation in Microsoft Dynamics 365 Sales.
Itzik Malkiel|Uri Alon|Yakir Yehuda|Shahar Keren|Oren Barkan|Royi Ronen|Noam Koenigstein
doi dblp
Metapath-Guided Data-Augmentation For Knowledge Graphs.
Saurav Manchanda
doi dblp
Learning Visibility Attention Graph Representation for Time Series Forecasting.
Shengzhong Mao|Xiao-Jun Zeng
doi dblp
LambdaRank Gradients are Incoherent.
Federico Marcuzzi|Claudio Lucchese|Salvatore Orlando
doi dblp
On the Reliability of User Feedback for Evaluating the Quality of Conversational Agents.
Jordan Massiah|Emine Yilmaz|Yunlong Jiao|Gabriella Kazai
doi dblp
Anserini Gets Dense Retrieval: Integration of Lucene's HNSW Indexes.
Xueguang Ma|Tommaso Teofili|Jimmy Lin
doi dblp
A Robust Backward Compatibility Metric for Model Retraining.
Ryuta Matsuno|Keita Sakuma
doi dblp
Dynamic Group Parameter Modeling for Click-Through-Rate Prediction.
Xuan Ma|Jian Wang|Zhiyuan Chen|Zehua Zhang|Jie He|Changping Peng|Zhangang Lin|Jingping Shao
doi dblp
MultiCAD: Contrastive Representation Learning for Multi-modal 3D Computer-Aided Design Models.
Weijian Ma|Minyang Xu|Xueyang Li|Xiangdong Zhou
doi dblp
A Graph Neural Network Model for Concept Prerequisite Relation Extraction.
Debjani Mazumder|Jiaul H. Paik|Anupam Basu
doi dblp
Rethinking Sensors Modeling: Hierarchical Information Enhanced Traffic Forecasting.
Qian Ma|Zijian Zhang|Xiangyu Zhao|Haoliang Li|Hongwei Zhao|Yiqi Wang|Zitao Liu|Wanyu Wang
doi dblp
BOLT: An Automated Deep Learning Framework for Training and Deploying Large-Scale Search and Recommendation Models on Commodity CPU Hardware.
Nicholas Meisburger|Vihan Lakshman|Benito Geordie|Joshua Engels|David Torres Ramos|Pratik Pranav|Benjamin Coleman|Benjamin Meisburger|Shubh Gupta|Yashwanth Adunukota|Siddharth Jain|Tharun Medini|Anshumali Shrivastava
doi dblp
System Initiative Prediction for Multi-turn Conversational Information Seeking.
Chuan Meng|Mohammad Aliannejadi|Maarten de Rijke
doi dblp
Graph Contrastive Learning with Graph Info-Min.
En Meng|Yong Liu
doi dblp
Generative Graph Augmentation for Minority Class in Fraud Detection.
Lin Meng|Hesham Mostafa|Marcel Nassar|Xiaonan Zhang|Jiawei Zhang
doi dblp
Parallel Knowledge Enhancement based Framework for Multi-behavior Recommendation.
Chang Meng|Chenhao Zhai|Yu Yang|Hengyu Zhang|Xiu Li
doi dblp
Disparity, Inequality, and Accuracy Tradeoffs in Graph Neural Networks for Node Classification.
Arpit Merchant|Carlos Castillo
doi dblp
DebCSE: Rethinking Unsupervised Contrastive Sentence Embedding Learning in the Debiasing Perspective.
Pu Miao|Zeyao Du|Junlin Zhang
doi dblp
Astrolabe: Visual Graph Database Queries with Tabular Output.
Michael Miller
doi dblp
SeqGen: A Sequence Generator via User Side Information for Behavior Sparsity in Recommendation.
Xu Min|Takehiro Yamamoto|Yong He|Xiaolu Zhang|Changsheng Li|Mitsuo Yamamoto|Bin Shen|Katsumi Tanaka|Jun Zhou|Shuhan Wang|Takehiro Yamamoto|Yong He|Changsheng Li|Mitsuo Yamamoto|Katsumi Tanaka|Jun Zhou
doi dblp
Info-Wild: Knowledge Extraction and Management for Wildlife Conservation.
Prasenjit Mitra|Shreya Ghosh|Bistra Dilkina|Thomas Müller
doi dblp
Unified Generative & Dense Retrieval for Query Rewriting in Sponsored Search.
Akash Kumar Mohankumar|Bhargav Dodla|Gururaj K|Amit Singh
doi dblp
Retention is All You Need.
Karishma Mohiuddin|Mirza Ariful Alam|Mirza Mohtashim Alam|Pascal Welke|Michael Martin|Jens Lehmann|Sahar Vahdati
doi dblp
Exploiting Sequential Music Preferences via Optimisation-Based Sequencing.
Dmitrii Moor|Ankit Agrawal|Mounia Lalmas|Yi Yuan|Rishabh Mehrotra|Zhenwen Dai|Ankit Agrawal|Mounia Lalmas
doi dblp
Uplift Modeling: From Causal Inference to Personalization.
Felipe Moraes|Hugo Manuel Proença|Anastasiia Kornilova|Javier Albert|Dmitri Goldenberg
doi dblp
ThyExp: An explainable AI-assisted Decision Making Toolkit for Thyroid Nodule Diagnosis based on Ultra-sound Images.
Jamie Morris|Zehao Liu|Huizhi Liang|Sidhartha Nagala|Xia Hong
doi dblp
A Flash Attention Transformer for Multi-Behaviour Recommendation.
Tendai Mukande|Esraa Ali|Annalina Caputo|Ruihai Dong|Noel E. O'Connor
doi dblp
Unlocking the Potential of Non-PSD Kernel Matrices: A Polar Decomposition-based Transformation for Improved Prediction Models.
Maximilian Münch|Manuel Röder|Frank-Michael Schleif
doi dblp
Hybrid Contrastive Constraints for Multi-Scenario Ad Ranking.
Shanlei Mu|Penghui Wei|Wayne Xin Zhao|Shaoguo Liu|Liang Wang|Bo Zheng
doi dblp
Joint Link Prediction Via Inference from a Model.
Parmis Naddaf|Erfaneh Mahmoudzaheh Ahmadi Nejad|Kiarash Zahirnia|Manfred Jaeger|Oliver Schulte
doi dblp
Efficient Differencing of System-level Provenance Graphs.
Yuta Nakamura|Iyad Kanj|Tanu Malik
doi dblp
STREAMER 3.0: Towards Online Monitoring and Distributed Learning.
Baudouin Naline|Sandra Garcia-Rodriguez|Karine Zeitouni
doi dblp
Non-Uniform Adversarial Perturbations for Discrete Tabular Datasets.
Jay Nandy|Jatin Chauhan|Rishi Saket|Aravindan Raghuveer
doi dblp
RePair: An Extensible Toolkit to Generate Large-Scale Datasets for Query Refinement via Transformers.
Yogeswar Lakshmi Narayanan|Hossein Fani
doi dblp
Differential Privacy in HyperNetworks for Personalized Federated Learning.
Vaisnavi Nemala|Phung Lai|NhatHai Phan
doi dblp
Measuring the Effect of Causal Disentanglement on the Adversarial Robustness of Neural Network Models.
Preben M. Ness|Dusica Marijan|Sunanda Bose
doi dblp
Multi-domain Recommendation with Embedding Disentangling and Domain Alignment.
Wentao Ning|Xiao Yan|Weiwen Liu|Reynold Cheng|Rui Zhang|Bo Tang
doi dblp
Dual-Oriented Contrast for Recommendation with A Stop-Gradient Operation.
Byungkook Oh|Yul Kim|Bumky Min
doi dblp
MUSE: Music Recommender System with Shuffle Play Recommendation Enhancement.
Yunhak Oh|Sukwon Yun|Dongmin Hyun|Sein Kim|Chanyoung Park
doi dblp
Quad-Tier Entity Fusion Contrastive Representation Learning for Knowledge Aware Recommendation System.
Rongqing Kenneth Ong|Wei Qiu|Andy W. H. Khong
doi dblp
Rule-based Knowledge Graph Completion with Canonical Models.
Simon Ott|Patrick Betz|Daria Stepanova|Mohamed H. Gad-Elrab|Christian Meilicke|Heiner Stuckenschmidt
doi dblp
Optimal Real-Time Bidding Strategy for Position Auctions in Online Advertising.
Weitong Ou|Bo Chen|Weiwen Liu|Xinyi Dai|Weinan Zhang|Wei Xia|Xuan Li|Ruiming Tang|Yong Yu
doi dblp
Unsupervised Aspect Term Extraction by Integrating Sentence-level Curriculum Learning with Token-level Self-paced Learning.
Jihong Ouyang|Zhiyao Yang|Chang Xuan|Bing Wang|Yiyuan Wang|Ximing Li
doi dblp
Masked Multi-Domain Network: Multi-Type and Multi-Scenario Conversion Rate Prediction with a Single Model.
Wentao Ouyang|Xiuwu Zhang|Chaofeng Guo|Shukui Ren|Yupei Sui|Kun Zhang|Jinmei Luo|Yunfeng Chen|Dongbo Xu|Xiangzheng Liu|Yanlong Du
doi dblp
Camaraderie: Content-based Knowledge Transfer for Medical Image Labelling using Supervised Autoencoders in a Decentralized Setting.
Advait Padhye|Shreeja Bhakat|Humaira Firdowse|Atharv Savarkar|Ganesh Ramakrishnan|Kshitij S. Jadhav
doi dblp
A Retrieve-and-Read Framework for Knowledge Graph Link Prediction.
Vardaan Pahuja|Boshi Wang|Hugo Latapie|Jayanth Srinivasa|Yu Su
doi dblp
Graph Learning for Exploratory Query Suggestions in an Instant Search System.
Enrico Palumbo|Andreas Damianou|Alice Wang|Alva Liu|Ghazal Fazelnia|Francesco Fabbri|Rui Ferreira|Fabrizio Silvestri|Hugues Bouchard|Claudia Hauff|Mounia Lalmas|Ben Carterette|Praveen Chandar|David Nyhan
doi dblp
gFOV: A Full-Stack SPARQL Query Optimizer & Plan Visualizer.
Yue Pang|Linglin Yang|Lei Zou|M. Tamer Özsu
doi dblp
Learning and Optimization of Implicit Negative Feedback for Industrial Short-video Recommender System.
Yunzhu Pan|Nian Li|Chen Gao|Jianxin Chang|Yanan Niu|Yang Song|Depeng Jin|Yong Li
doi dblp
Satisfaction-Aware User Interest Network for Click-Through Rate Prediction.
Mao Pan|Wen Shi|Kun Zhou|Zheng Li|Dongyue Wang|Zhuoye Ding|Xiwei Zhao|Sulong Xu
doi dblp
IUI: Intent-Enhanced User Interest Modeling for Click-Through Rate Prediction.
Mao Pan|Tao Yu|Kun Zhou|Zheng Li|Dongyue Wang|Zhuoye Ding|Xiwei Zhao|Sulong Xu
doi dblp
Post-hoc Selection of Pareto-Optimal Solutions in Search and Recommendation.
Vincenzo Paparella|Vito Walter Anelli|Franco Maria Nardini|Raffaele Perego|Tommaso Di Noia
doi dblp
KID34K: A Dataset for Online Identity Card Fraud Detection.
Eun-Ju Park|Seung-Yeon Back|Jeongho Kim|Simon S. Woo
doi dblp
Quantum Split Learning for Privacy-Preserving Information Management.
Soohyun Park|Hankyul Baek|Joongheon Kim
doi dblp
Cracking the Code of Negative Transfer: A Cooperative Game Theoretic Approach for Cross-Domain Sequential Recommendation.
Chung Park|Taesan Kim|Taekyoon Choi|Junui Hong|Yelim Yu|Mincheol Cho|Kyunam Lee|Sungil Ryu|Hyungjun Yoon|Minsung Choi|Jaegul Choo
doi dblp
Concept Evolution in Deep Learning Training: A Unified Interpretation Framework and Discoveries.
Haekyu Park|Seongmin Lee|Benjamin Hoover|Austin P. Wright|Omar Shaikh|Rahul Duggal|Nilaksh Das|Kevin Li|Judy Hoffman|Duen Horng Chau
doi dblp
A Data-Driven Index Recommendation System for Slow Queries.
Gan Peng|Peng Cai|Kaikai Ye|Kai Li|Jinlong Cai|Yufeng Shen|Han Su
doi dblp
Evaluating and Optimizing the Effectiveness of Neural Machine Translation in Supporting Code Retrieval Models: A Study on the CAT Benchmark.
Hung Phan|Ali Jannesari
doi dblp
Leveraging Graph Neural Networks for User Profiling: Recent Advances and Open Challenges.
Erasmo Purificato|Ludovico Boratto|Ernesto William De Luca
doi dblp
RotDiff: A Hyperbolic Rotation Representation Model for Information Diffusion Prediction.
Hongliang Qiao|Shanshan Feng|Xutao Li|Huiwei Lin|Han Hu|Wei Wei|Yunming Ye
doi dblp
Bi-channel Multiple Sparse Graph Attention Networks for Session-based Recommendation.
Shutong Qiao|Wei Zhou|Junhao Wen|Hongyu Zhang|Min Gao
doi dblp
GOAL: A Challenging Knowledge-grounded Video Captioning Benchmark for Real-time Soccer Commentary Generation.
Ji Qi|Jifan Yu|Teng Tu|Kunyu Gao|Yifan Xu|Xinyu Guan|Xiaozhi Wang|Bin Xu|Lei Hou|Juanzi Li|Jie Tang
doi dblp
IoTBDH-2023: The 5th International Workshop on Internet of Things of Big Data for Healthcare.
Jun Qi|Hongqing Yu|Po Yang|Yun Yang|Zhibo Pang
doi dblp
International Workshop on Edge-Cloud Intelligence (ECI@CIKM2023).
Lianyong Qi|Xuyun Zhang|Xiaolong Xu|Wenwen Gong
doi dblp
Enhancing Repeat-Aware Recommendation from a Temporal-Sequential Perspective.
Shigang Quan|Shui Liu|Zhenzhe Zheng|Fan Wu
doi dblp
MERIT: A Merchant Incentive Ranking Model for Hotel Search & Ranking.
Shigang Quan|Hailong Tan|Shui Liu|Zhenzhe Zheng|Ruihao Zhu|Liangyue Li|Quan Lu|Fan Wu
doi dblp
Federated Competing Risk Analysis.
Md Mahmudur Rahman|Sanjay Purushotham
doi dblp
A Neuro-symbolic Approach to Enhance Interpretability of Graph Neural Network through the Integration of External Knowledge.
Kislay Raj
doi dblp
Incremental Graph Classification by Class Prototype Construction and Augmentation.
Yixin Ren|Li Ke|Dong Li|Hui Xue|Zhao Li|Shuigeng Zhou
doi dblp
Dual-Process Graph Neural Network for Diversified Recommendation.
Yuanyi Ren|Hang Ni|Yingxue Zhang|Xi Wang|Guojie Song|Dong Li|Jianye Hao
doi dblp
Dual-view Contrastive Learning for Auction Recommendation.
Dan Ni Ren|Leong Hou U|Wei Liu
doi dblp
Good Intentions: Adaptive Parameter Management via Intent Signaling.
Alexander Renz-Wieland|Andreas Kieslinger|Robert Gericke|Rainer Gemulla|Zoi Kaoudi|Volker Markl
doi dblp
T-SaS: Toward Shift-aware Dynamic Adaptation for Streaming Data.
Weijieying Ren|Tianxiang Zhao|Wei Qin|Kunpeng Liu
doi dblp
GBTTE: Graph Attention Network Based Bus Travel Time Estimation.
Yuecheng Rong|Juntao Yao|Jun Liu|Yifan Fang|Wei Luo|Hao Liu|Jie Ma|Zepeng Dan|Jinzhu Lin|Zhi Wu|Yan Zhang|Chuanming Zhang
doi dblp
Deep Query Rewriting For Geocoding.
Pravakar Roy|Chirag Sharma|Chao Gao|Kumarswamy Valegerepura
doi dblp
TrendSpotter: Forecasting E-commerce Product Trends.
Gayatri Ryali|Shreyas S|Sivaramakrishnan Kaveri|Prakash Mandayam Comar
doi dblp
A Self-Learning Resource-Efficient Re-Ranking Method for Clinical Trials Search.
Maciej Rybinski|Vincent Nguyen|Sarvnaz Karimi
doi dblp
Workshop On Large Language Models' Interpretability and Trustworthiness (LLMIT).
Tulika Saha|Debasis Ganguly|Sriparna Saha|Prasenjit Mitra
doi dblp
Seq-HyGAN: Sequence Classification via Hypergraph Attention Network.
Khaled Mohammed Saifuddin|Corey May|Farhan Tanvir|Muhammad Ifte Khairul Islam|Esra Akbas
doi dblp
Quantitative Decomposition of Prediction Errors Revealing Multi-Cause Impacts: An Insightful Framework for MLOps.
Keita Sakuma|Ryuta Matsuno|Yoshio Kameda
doi dblp
Neural Disentanglement of Query Difficulty and Semantics.
Sara Salamat|Negar Arabzadeh|Shirin Seyedsalehi|Amin Bigdeli|Morteza Zihayat|Ebrahim Bagheri
doi dblp
VN-Solver: Vision-based Neural Solver for Combinatorial Optimization over Graphs.
Mina Samizadeh|Guangmo Tong
doi dblp
Vigil: Effective End-to-end Monitoring for Large-scale Recommender Systems at Glance.
Priyansh Saxena|Manisha R
doi dblp
Adversarial Density Ratio Estimation for Change Point Detection.
Shreyas S|Prakash Mandayam Comar|Sivaramakrishnan Kaveri
doi dblp
Generative AI and the Future of Information Access.
Chirag Shah
doi dblp
Transferable Structure-based Adversarial Attack of Heterogeneous Graph Neural Network.
Yu Shang|Yudong Zhang|Jiansheng Chen|Depeng Jin|Yong Li
doi dblp
Automatic and Precise Data Validation for Machine Learning.
Shreya Shankar|Labib Fawaz|Karl Gyllstrom|Aditya G. Parameswaran
doi dblp
PaperLM: A Pre-trained Model for Hierarchical Examination Paper Representation Learning.
Minghui Shan|Yixiao Ma|Shulan Ruan|Zhi Cao|Shiwei Tong|Qi Liu|Yu Su|Shijin Wang
doi dblp
TOAK: A Topology-oriented Attack Strategy for Degrading User Identity Linkage in Cross-network Learning.
Jiangli Shao|Yongqing Wang|Fangda Guo|Boshen Shi|Huawei Shen|Xueqi Cheng
doi dblp
CANA: Causal-enhanced Social Network Alignment.
Jiangli Shao|Yongqing Wang|Fangda Guo|Boshen Shi|Huawei Shen|Xueqi Cheng
doi dblp
Misinformation Concierge: A Proof-of-Concept with Curated Twitter Dataset on COVID-19 Vaccination.
Shakshi Sharma|Anwitaman Datta|Vigneshwaran Shankaran|Rajesh Sharma
doi dblp
Representation Learning in Continuous-Time Dynamic Signed Networks.
Kartik Sharma|Mohit Raghavendra|Yeon-Chang Lee|Anand Kumar M|Srijan Kumar
doi dblp
OnlineAutoClust: A Framework for Online Automated Clustering.
Radwa El Shawi|Min Song|Min Song|Radwa El Shawi|Dmitri Rozgonjuk
doi dblp
EdgeNet : Encoder-decoder generative Network for Auction Design in E-commerce Online Advertising.
Shengjie Sun|Doheon Lee|Guangyuan Shen|Dehong Gao|Min Song|Shengjie Sun|Doheon Lee|Min Song|Duanxiao Song|Dehong Gao|Karin Verspoor|Karin Verspoor|Duanxiao Song|Libin Yang|Zhen Wang|Yongping Shi|Wei Ning
doi dblp
DAE: Distribution-Aware Embedding for Numerical Features in Click-Through Rate Prediction.
Bin Shen|Jingran Xu|Xu Min|Zeyu Ke|Yong He|Liang Zhang|Xin Dong|Linjian Mo
doi dblp
HyperBandit: Contextual Bandit with Hypernewtork for Time-Varying User Preferences in Streaming Recommendation.
Chenglei Shen|Xiao Zhang|Wei Wei|Jun Xu
doi dblp
STREAMS: Towards Spatio-Temporal Causal Discovery with Reinforcement Learning for Streamflow Rate Prediction.
Paras Sheth|Ahmadreza Mosallanezhad|Kaize Ding|Reepal Shah|John Sabo|Huan Liu|K. Selçuk Candan
doi dblp
GiGaMAE: Generalizable Graph Masked Autoencoder via Collaborative Latent Space Reconstruction.
Yucheng Shi|Yushun Dong|Qiaoyu Tan|Jundong Li|Ninghao Liu
doi dblp
Learning to Simulate Complex Physical Systems: A Case Study.
Jiasheng Shi|Fu Lin|Weixiong Rao
doi dblp
Improving Graph Domain Adaptation with Network Hierarchy.
Boshen Shi|Yongqing Wang|Fangda Guo|Jiangli Shao|Huawei Shen|Xueqi Cheng
doi dblp
OpenGDA: Graph Domain Adaptation Benchmark for Cross-network Learning.
Boshen Shi|Yongqing Wang|Fangda Guo|Jiangli Shao|Huawei Shen|Xueqi Cheng
doi dblp
Calibrate Graph Neural Networks under Out-of-Distribution Nodes via Deep Q-learning.
Weili Shi|Xueying Yang|Xujiang Zhao|Haifeng Chen|Zhiqiang Tao|Sheng Li
doi dblp
Intersectional Bias Mitigation in Pre-trained Language Models: A Quantum-Inspired Approach.
Omid Shokrollahi
doi dblp
Combating Ad Fatigue via Frequency-Recency Features in Online Advertising Systems.
Natalia Silberstein|Or Shoham|Assaf Klein
doi dblp
EmFore: Online Learning of Email Folder Classification Rules.
Mukul Singh|José Cambronero|Sumit Gulwani|Vu Le|Gust Verbruggen
doi dblp
GraphFC: Customs Fraud Detection with Label Scarcity.
Karandeep Singh|Yu-Che Tsai|Cheng-Te Li|Meeyoung Cha|Shou-De Lin
doi dblp
Investigating the Impact of Multimodality and External Knowledge in Aspect-level Complaint and Sentiment Analysis.
Apoorva Singh|Apoorv Verma|Raghav Jain|Sriparna Saha
doi dblp
The Role of Unattributed Behavior Logs in Predictive User Segmentation.
Atanu R. Sinha|Harshita Chopra|Aurghya Maiti|Atishay Ganesh|Sarthak Kapoor|Saili Myana|Saurabh Mahapatra
doi dblp
Findability: A Novel Measure of Information Accessibility.
Aman Sinha|Priyanshu Raj Mall|Dwaipayan Roy
doi dblp
CDR: Conservative Doubly Robust Learning for Debiased Recommendation.
Zijie Song|Jiawei Chen|Sheng Zhou|Qihao Shi|Yan Feng|Chun Chen|Can Wang
doi dblp
Improving Diversity in Unsupervised Keyphrase Extraction with Determinantal Point Process.
Mingyang Song|Huafeng Liu|Liping Jing
doi dblp
Follow the Will of the Market: A Context-Informed Drift-Aware Method for Stock Prediction.
Chen-Hui Song|Xi Xiao|Bin Zhang|Shu-Tao Xia
doi dblp
Towards Fair Financial Services for All: A Temporal GNN Approach for Individual Fairness on Transaction Networks.
Zixing Song|Yuji Zhang|Irwin King
doi dblp
Data Augmentation for Conversational AI.
Heydar Soudani|Evangelos Kanoulas|Faegheh Hasibi
doi dblp
TEI2GO: A Multilingual Approach for Fast Temporal Expression Identification.
Hugo O. Sousa|Ricardo Campos|Alípio Jorge
doi dblp
Knowledge Graphs for Knowing More and Knowing for Sure.
Steffen Staab
doi dblp
NumJoin: Discovering Numeric Joinable Tables with Semantically Related Columns.
Pranav Subramaniam|Udayan Khurana|Kavitha Srinivas|Horst Samulowitz
doi dblp
Pre-training with Aspect-Content Text Mutual Prediction for Multi-Aspect Dense Retrieval.
Xiaojie Sun|Keping Bi|Jiafeng Guo|Xinyu Ma|Yixing Fan|Hongyu Shan|Qishen Zhang|Zhongyi Liu
doi dblp
Sequential Text-based Knowledge Update with Self-Supervised Learning for Generative Language Models.
Hao-Ru Sung|Ying-Jhe Tang|Yu-Chung Cheng|Pai-Lin Chen|Tsai-Yen Li|Hen-Hsen Huang
doi dblp
Topic-Aware Contrastive Learning and K-Nearest Neighbor Mechanism for Stance Detection.
Yepeng Sun|Jicang Lu|Ling Wang|Shunhang Li|Ningbo Huang
doi dblp
KuaiSAR: A Unified Search And Recommendation Dataset.
Zhongxiang Sun|Zihua Si|Xiaoxue Zang|Dewei Leng|Yanan Niu|Yang Song|Xiao Zhang|Jun Xu
doi dblp
Treatment Effect Estimation across Domains.
Yi-Xuan Sun|Ya-Lin Zhang|Wei Wang|Longfei Li|Jun Zhou
doi dblp
SAND: Semantic Annotation of Numeric Data in Web Tables.
Yuchen Su|Davood Rafiei|Behrad Khorram Nazari
doi dblp
Fairness through Aleatoric Uncertainty.
Anique Tahir|Lu Cheng|Huan Liu
doi dblp
Exposing Model Theft: A Robust and Transferable Watermark for Thwarting Model Extraction Attacks.
Ruixiang Tang|Hongye Jin|Mengnan Du|Curtis Wigington|Rajiv Jain|Xia Hu
doi dblp
Single-Cell Multimodal Prediction via Transformers.
Wenzhuo Tang|Hongzhi Wen|Renming Liu|Jiayuan Ding|Wei Jin|Yuying Xie|Hui Liu|Jiliang Tang
doi dblp
Spatio-Temporal Meta Contrastive Learning.
Jiabin Tang|Lianghao Xia|Jie Hu|Chao Huang
doi dblp
Explainable Spatio-Temporal Graph Neural Networks.
Jiabin Tang|Lianghao Xia|Chao Huang
doi dblp
EAGLE: Enhance Target-Oriented Dialogs by Global Planning and Topic Flow Integration.
Zee Hen Tang|Mi-Yen Yeh
doi dblp
Nudging Neural Click Prediction Models to Pay Attention to Position.
Efi Karra Taniskidou|Wenjie Zhao|Iain Murray|Roberto Pellegrini
doi dblp
Higher-Order Peak Decomposition.
Xingyu Tan|Jingya Qian|Chen Chen|Sima Qing|Yanping Wu|Xiaoyang Wang|Wenjie Zhang
doi dblp
Graph Inference via the Energy-efficient Dynamic Precision Matrix Estimation with One-bit Data.
Xiao Tan|Yangyang Shen|Meng Wang|Beilun Wang
doi dblp
Joint Rebalancing and Charging for Shared Electric Micromobility Vehicles with Energy-informed Demand.
Heng Tan|Yukun Yuan|Shuxin Zhong|Yu Yang
doi dblp
Anomaly and Novelty detection for Satellite and Drone systems (ANSD '23).
Shahroz Tariq|Daewon Chung|Simon S. Woo|Youjin Shin
doi dblp
IMinimize: A System for Negative Influence Minimization via Vertex Blocking.
Siyi Teng|Jiadong Xie|Alexandre G. Evsukoff|Mingkai Zhang|Beatriz Souza Leite Pires de Lima|Kai Wang|Nelson F. F. Ebecken|Fan Zhang
doi dblp
PRODIGY: Product Design Guidance at Scale.
Sambeet Tiady|Anirban Majumder|Deepak Gupta
doi dblp
Periodicity May Be Emanative: Hierarchical Contrastive Learning for Sequential Recommendation.
Changxin Tian|Binbin Hu|Wayne Xin Zhao|Zhiqiang Zhang|Jun Zhou
doi dblp
Experience and Evidence are the eyes of an excellent summarizer! Towards Knowledge Infused Multi-modal Clinical Conversation Summarization.
Abhisek Tiwari|Anisha Saha|Sriparna Saha|Pushpak Bhattacharyya|Minakshi Dhar
doi dblp
Multi-Representation Variational Autoencoder via Iterative Latent Attention and Implicit Differentiation.
Nhu-Thuat Tran|Hady W. Lauw
doi dblp
Citation Intent Classification and Its Supporting Evidence Extraction for Citation Graph Construction.
Hong-Jin Tsai|An-Zi Yen|Hen-Hsen Huang|Hsin-Hsi Chen
doi dblp
DynamicESG: A Dataset for Dynamically Unearthing ESG Ratings from News Articles.
Yu-Min Tseng|Chung-Chi Chen|Hen-Hsen Huang|Hsin-Hsi Chen
doi dblp
Disentangled Interest importance aware Knowledge Graph Neural Network for Fund Recommendation.
Ke Tu|Wei Qu|Zhengwei Wu|Zhiqiang Zhang|Zhongyi Liu|Yiming Zhao|Le Wu|Jun Zhou|Guannan Zhang
doi dblp
Prod2Vec-Var: A Session Based Recommendation System with Enhanced Diversity.
Hacer Turgut|Tan Doruk Yetki|Ömür Bali|Tayfun Arda Yücel
doi dblp
Generating Optimized Molecules without Patent Infringement.
Sally Turutov|Kira Radinsky
doi dblp
Cluster-Explorer: An interactive Framework for Explaining Black-Box Clustering Results.
Sariel Tutay|Amit Somech
doi dblp
LittleMu: Deploying an Online Virtual Teaching Assistant via Heterogeneous Sources Integration and Chain of Teach Prompts.
Shangqing Tu|Zheyuan Zhang|Jifan Yu|Chunyang Li|Siyu Zhang|Zijun Yao|Lei Hou|Juanzi Li
doi dblp
Leveraging Knowledge and Reinforcement Learning for Enhanced Reliability of Language Models.
Nancy Tyagi|Surjodeep Sarkar|Manas Gaur
doi dblp
Knowledge-driven Analytics and Systems Impacting Human Quality of Life- Neurosymbolic AI, Explainable AI and Beyond.
Arijit Ukil|João Gama|Antonio J. Jara|Leandro Marín
doi dblp
Explaining Learning to Rank Methods to Improve Them.
Alberto Veneri
doi dblp
RecRec: Algorithmic Recourse for Recommender Systems.
Sahil Verma|Ashudeep Singh|Varich Boonsanong|John P. Dickerson|Chirag Shah
doi dblp
MArBLE: Hierarchical Multi-Armed Bandits for Human-in-the-Loop Set Expansion.
Muntasir Wahed|Daniel Gruhl|Ismini Lourentzou
doi dblp
GraphFADE: Field-aware Decorrelation Neural Network for Graphs with Tabular Features.
Junhong Wan|Yao Fu|Junlan Yu|Weihao Jiang|Shiliang Pu|Ruiheng Yang
doi dblp
NOVO: Learnable and Interpretable Document Identifiers for Model-Based IR.
Zihan Wang|Yujia Zhou|Yiteng Tu|Zhicheng Dou
doi dblp
Enhancing Badminton Player Performance via a Closed-Loop AI Approach: Imitation, Simulation, Optimization, and Execution.
Kuang-Da Wang
doi dblp
HugNLP: A Unified and Comprehensive Library for Natural Language Processing.
Jianing Wang|Nuo Chen|Qiushi Sun|Wenkang Huang|Chengyu Wang|Ming Gao
doi dblp
Towards Deeper, Lighter and Interpretable Cross Network for CTR Prediction.
Fangye Wang|Hansu Gu|Dongsheng Li|Tun Lu|Peng Zhang|Ning Gu
doi dblp
Selecting Top-k Data Science Models by Example Dataset.
Mengying Wang|Sheng Guan|Hanchao Ma|Yiyang Bian|Haolai Che|Abhishek Daundkar|Alp Sehirlioglu|Yinghui Wu
doi dblp
CLOCK: Online Temporal Hierarchical Framework for Multi-scale Multi-granularity Forecasting of User Impression.
XiaoYu Wang|Yonghui Guo|Xiaoyang Ma|Dongbo Huang|Lan Xu|Haisheng Tan|Hao Zhou|Xiang-Yang Li
doi dblp
Training Heterogeneous Graph Neural Networks using Bandit Sampling.
Ta-Yang Wang|Rajgopal Kannan|Viktor K. Prasanna
doi dblp
Network Embedding with Adaptive Multi-hop Contrast.
Chenhao Wang|Yong Liu|Yan Yang
doi dblp
The 1st Workshop on Recommendation with Generative Models.
Wenjie Wang|Yong Liu|Yang Zhang|Weiwen Liu|Fuli Feng|Xiangnan He|Aixin Sun
doi dblp
Optimizing Upstream Representations for Out-of-Domain Detection with Supervised Contrastive Learning.
Bo Wang|Tsunenori Mine
doi dblp
Flexible and Robust Counterfactual Explanations with Minimal Satisfiable Perturbations.
Yongjie Wang|Hangwei Qian|Yongjie Liu|Wei Guo|Chunyan Miao
doi dblp
Continuous Personalized Knowledge Tracing: Modeling Long-Term Learning in Online Environments.
Chunpai Wang|Shaghayegh Sahebi
doi dblp
Diversity-aware Deep Ranking Network for Recommendation.
Zihong Wang|Yingxia Shao|Jiyuan He|Jinbao Liu|Shitao Xiao|Tao Feng|Ming Liu
doi dblp
Clustering-property Matters: A Cluster-aware Network for Large Scale Multivariate Time Series Forecasting.
Yuan Wang|Zezhi Shao|Tao Sun|Chengqing Yu|Yongjun Xu|Fei Wang
doi dblp
Efficient Multi-Task Learning via Generalist Recommender.
Luyang Wang|Cangcheng Tang|Chongyang Zhang|Jun Ruan|Kai Huang|Jason Jinquan Dai
doi dblp
FAMC-Net: Frequency Domain Parity Correction Attention and Multi-Scale Dilated Convolution for Time Series Forecasting.
Min Wang|Hua Wang|Fan Zhang
doi dblp
MPerformer: An SE(3) Transformer-based Molecular Perceptron.
Fanmeng Wang|Hongteng Xu|Xi Chen|Shuqi Lu|Yuqing Deng|Wenbing Huang
doi dblp
AFRF: Angle Feature Retrieval Based Popularity Forecasting.
Haoyu Wang|Zongxia Xie|Meiyao Liu|Canhua Guan
doi dblp
UrbanFloodKG: An Urban Flood Knowledge Graph System for Risk Assessment.
Yu Wang|Feng Ye|Binquan Li|Gaoyang Jin|Dong Xu|Fengsheng Li
doi dblp
MultiPLe: Multilingual Prompt Learning for Relieving Semantic Confusions in Few-shot Event Detection.
James Cogley|Siyuan Wang|Jianming Zheng|Wanyu Chen|Fei Cai|Xueshan Luo
doi dblp
Node-dependent Semantic Search over Heterogeneous Graph Neural Networks.
Zhenyi Wang|Huan Zhao|Fengqi Liang|Chuan Shi
doi dblp
PSLF: Defending Against Label Leakage in Split Learning.
Xinwei Wan|Jiankai Sun|Shengjie Wang|Lei Chen|Zhenzhe Zheng|Fan Wu|Guihai Chen
doi dblp
Modeling Preference as Weighted Distribution over Functions for User Cold-start Recommendation.
Jingxuan Wen|Huafeng Liu|Liping Jing
doi dblp
Voucher Abuse Detection with Prompt-based Fine-tuning on Graph Neural Networks.
Zhihao Wen|Yuan Fang|Yihan Liu|Yang Guo|Shuji Hao
doi dblp
A Multi-Modality Framework for Drug-Drug Interaction Prediction by Harnessing Multi-source Data.
Qianlong Wen|Jiazheng Li|Chuxu Zhang|Yanfang Ye
doi dblp
Adaptive Graph Neural Diffusion for Traffic Demand Forecasting.
Yiling Wu|Xinfeng Zhang|Yaowei Wang
doi dblp
RUEL: Retrieval-Augmented User Representation with Edge Browser Logs for Sequential Recommendation.
Ning Wu|Ming Gong|Linjun Shou|Jian Pei|Daxin Jiang
doi dblp
Promoting Diversity in Mixed Complex Cooperative and Competitive Multi-Agent Environment.
Jia Wu|Zixiao Huang
doi dblp
Community-Based Hierarchical Positive-Unlabeled (PU) Model Fusion for Chronic Disease Prediction.
Yang Wu|Xurui Li|Xuhong Zhang|Yangyang Kang|Changlong Sun|Xiaozhong Liu
doi dblp
Prompt-and-Align: Prompt-Based Social Alignment for Few-Shot Fake News Detection.
Jiaying Wu|Shen Li|Ailin Deng|Miao Xiong|Bryan Hooi
doi dblp
Rethinking Sentiment Analysis under Uncertainty.
Yuefei Wu|Bin Shi|Jiarun Chen|Yuhang Liu|Bo Dong|Qinghua Zheng|Hua Wei
doi dblp
MTKDN: Multi-Task Knowledge Disentanglement Network for Recommendation.
Haotian Wu|Bowen Xing|Ivor W. Tsang
doi dblp
Dual Intents Graph Modeling for User-centric Group Discovery.
Xixi Wu|Yun Xiong|Yao Zhang|Yizhu Jiao|Jiawei Zhang
doi dblp
Dimension Independent Mixup for Hard Negative Sample in Collaborative Filtering.
Xi Wu|Liangwei Yang|Jibing Gong|Chao Zhou|Tianyu Lin|Xiaolong Liu|Philip S. Yu
doi dblp
SplitGNN: Spectral Graph Neural Network for Fraud Detection against Heterophily.
Bin Wu|Xinyu Yao|Boyan Zhang|Kuo-Ming Chao|Yinsheng Li
doi dblp
HiPo: Detecting Fake News via Historical and Multi-Modal Analyses of Social Media Posts.
Tianshu Xiao|Sichang Guo|Jingcheng Huang|Riccardo Spolaor|Xiuzhen Cheng
doi dblp
G-Meta: Distributed Meta Learning in GPU Clusters for Large-Scale Recommender Systems.
Youshao Xiao|Shangchun Zhao|Zhenglei Zhou|Zhaoxin Huan|Lin Ju|Xiaolu Zhang|Lin Wang|Jun Zhou
doi dblp
Reasoning beyond Triples: Recent Advances in Knowledge Graph Embeddings.
Bo Xiong|Mojtaba Nayyeri|Daniel Daza|Michael Cochez
doi dblp
Density-Aware Temporal Attentive Step-wise Diffusion Model For Medical Time Series Imputation.
Jingwen Xu|Fei Lyu|Pong C. Yuen
doi dblp
Exploiting Homeostatic Synaptic Modulation in Spiking Neural Networks for Semi-Supervised Graph Learning.
Mingkun Xu
doi dblp
An Efficient Selective Ensemble Learning with Rejection Approach for Classification.
Hao Xu|Chiranjeet Chetia
doi dblp
DPGN: Denoising Periodic Graph Network for Life Service Recommendation.
Hao Xu|Huixuan Chi|Danyang Liu|Sheng Zhou|Mengdi Zhang
doi dblp
A Joint Training-Calibration Framework for Test-Time Personalization with Label Shift in Federated Learning.
Jian Xu|Shao-Lun Huang
doi dblp
Sentiment-aware Review Summarization with Personalized Multi-task Fine-tuning.
Hongyan Xu|Hongtao Liu|Zhepeng Lv|Qing Yang|Wenjun Wang
doi dblp
MDCC: A Multimodal Dynamic Dataset for Donation-based Crowdfunding Campaigns.
Xovee Xu|Jiayang Li|Fan Zhou
doi dblp
Minimizing Polarization in Noisy Leader-Follower Opinion Dynamics.
Wanyue Xu|Zhongzhi Zhang
doi dblp
Time-series Shapelets with Learnable Lengths.
Akihiro Yamaguchi|Ken Ueno|Hisashi Kashima
doi dblp
Mitigating Semantic Confusion from Hostile Neighborhood for Graph Active Learning.
Tianmeng Yang|Min Zhou|Yujing Wang|Zhengjie Lin|Lujia Pan|Bin Cui|Yunhai Tong
doi dblp
MoCLIM: Towards Accurate Cancer Subtyping via Multi-Omics Contrastive Learning with Omics-Inference Modeling.
Ziwei Yang|Zheng Chen|Yasuko Matsubara|Yasushi Sakurai
doi dblp
MC-DRE: Multi-Aspect Cross Integration for Drug Event/Entity Extraction.
Jie Yang|Soyeon Caren Han|Siqu Long|Josiah Poon|Goran Nenadic
doi dblp
Mulco: Recognizing Chinese Nested Named Entities through Multiple Scopes.
Jiuding Yang|Jinwen Luo|Weidong Guo|Jerry Chen|Di Niu|Yu Xu
doi dblp
Graph-based Alignment and Uniformity for Recommendation.
Liangwei Yang|Zhiwei Liu|Chen Wang|Mingdai Yang|Xiaolong Liu|Jing Ma|Philip S. Yu
doi dblp
Group Identification via Transitional Hypergraph Convolution with Cross-view Self-supervised Learning.
Mingdai Yang|Zhiwei Liu|Liangwei Yang|Xiaolong Liu|Chen Wang|Hao Peng|Philip S. Yu
doi dblp
Co-guided Random Walk for Polarized Communities Search.
Fanyi Yang|Huifang Ma|Cairui Yan|Zhixin Li|Liang Chang
doi dblp
Practice on Effectively Extracting NLP Features for Click-Through Rate Prediction.
Hao Yang|Ziliang Wang|Weijie Bian|Yifan Zeng
doi dblp
Logistics Audience Expansion via Temporal Knowledge Graph.
Yu Yang|Hua Yan|Rouzbeh Meymandpour|Yingqiang Ge|Haotian Wang|Desheng Zhang|Rouzbeh Meymandpour|Yu Yang
doi dblp
Multimodal Optimal Transport Knowledge Distillation for Cross-domain Recommendation.
Wei Yang|Jie Yang|Yuan Liu
doi dblp
Graph Exploration Matters: Improving both Individual-Level and System-Level Diversity in WeChat Feed Recommendation.
Shuai Yang|Lixin Zhang|Feng Xia|Leyu Lin
doi dblp
CARPG: Cross-City Knowledge Transfer for Traffic Accident Prediction via Attentive Region-Level Parameter Generation.
Guang Yang|Yuequn Zhang|Jinquan Hang|Xinyue Feng|Zejun Xie|Desheng Zhang|Yu Yang
doi dblp
A Bipartite Graph is All We Need for Enhancing Emotional Reasoning with Commonsense Knowledge.
Kailai Yang|Tianlin Zhang|Shaoxiong Ji|Sophia Ananiadou
doi dblp
Positive-Unlabeled Node Classification with Structure-aware Graph Learning.
Hansi Yang|Yongqi Zhang|Quanming Yao|James T. Kwok
doi dblp
Few-Shot Learning via Task-Aware Discriminant Local Descriptors Network.
Leilei Yan|Fanzhang Li|Xiaohan Zheng|Li Zhang
doi dblp
Identifying Regional Driving Risks via Transductive Cross-City Transfer Learning Under Negative Transfer.
Hua Yan|Hao Wang|Desheng Zhang|Yu Yang
doi dblp
Explore Epistemic Uncertainty in Domain Adaptive Semantic Segmentation.
Kai Yao|Zixian Su|Xi Yang|Jie Sun|Kaizhu Huang
doi dblp
NP-SSL: A Modular and Extensible Self-supervised Learning Library with Neural Processes.
Zesheng Ye|Jing Du|Yao Liu|Yihong Zhang|Lina Yao
doi dblp
An Efficient Content-based Time Series Retrieval System.
Chin-Chia Michael Yeh|Huiyuan Chen|Xin Dai|Yan Zheng|Junpeng Wang|Vivian Lai|Yujie Fan|Audrey Der|Zhongfang Zhuang|Liang Wang|Wei Zhang|Jeff M. Phillips
doi dblp
Toward a Foundation Model for Time Series Data.
Chin-Chia Michael Yeh|Xin Dai|Huiyuan Chen|Yan Zheng|Yujie Fan|Audrey Der|Vivian Lai|Zhongfang Zhuang|Junpeng Wang|Liang Wang|Wei Zhang
doi dblp
LAMM: Language Aware Active Learning for Multilingual Models.
Ze Ye|Dantong Liu|Kaushik Pavani|Sunny Dasgupta
doi dblp
Improving Query Correction Using Pre-train Language Model In Search Engines.
Dezhi Ye|Bowen Tian|Jiabin Fan|Jie Liu|Tianhua Zhou|Xiang Chen|Mingming Li|Jin Ma
doi dblp
MOSS: AI Platform for Discovery of Corrosion-Resistant Materials.
Biao Yin|Nicholas Josselyn|Ziming Zhang|Elke A. Rundensteiner|Thomas A. Considine|John V. Kelley|Berend C. Rinderspacher|Robert E. Jensen|James F. Snyder
doi dblp
APGL4SR: A Generic Framework with Adaptive and Personalized Global Collaborative Information in Sequential Recommendation.
Mingjia Yin|Hao Wang|Xiang Xu|Likang Wu|Sirui Zhao|Wei Guo|Yong Liu|Ruiming Tang|Defu Lian|Enhong Chen
doi dblp
DeepSTA: A Spatial-Temporal Attention Network for Logistics Delivery Timely Rate Prediction in Anomaly Conditions.
Jinhui Yi|Huan Yan|Haotian Wang|Jian Yuan|Yong Li
doi dblp
MUSE: Multi-view Contrastive Learning for Heterophilic Graphs via Information Reconstruction.
Mengyi Yuan|Minjie Chen|Xiang Li
doi dblp
VILE: Block-Aware Visual Enhanced Document Retrieval.
Huaying Yuan|Zhicheng Dou|Yujia Zhou|Yu Guo|Ji-Rong Wen
doi dblp
Federated News Recommendation with Fine-grained Interpolation and Dynamic Clustering.
Suhas Nair|Sanshi Lei Yu|Qi Liu|Neil Shah|Fei Wang|Suhas Nair|Yang Yu|Sanshi Lei Yu|Neil Shah|Qi Liu|Enhong Chen
doi dblp
Causality-guided Graph Learning for Session-based Recommendation.
Dianer Yu|Qian Li|Hongzhi Yin|Guandong Xu
doi dblp
iHAS: Instance-wise Hierarchical Architecture Search for Deep Learning Recommendation Models.
Yakun Yu|Shiang Qi|Jiuding Yang|Liyao Jiang|Di Niu
doi dblp
Search Result Diversification Using Query Aspects as Bottlenecks.
Puxuan Yu|Razieh Rahimi|Zhiqi Huang|James Allan
doi dblp
DSformer: A Double Sampling Transformer for Multivariate Time Series Long-term Prediction.
Chengqing Yu|Fei Wang|Zezhi Shao|Tao Sun|Lin Wu|Yongjun Xu
doi dblp
Understanding and Modeling Collision Avoidance Behavior for Realistic Crowd Simulation.
Zihan Yu|Guozhen Zhang|Yong Li|Depeng Jin
doi dblp
SPM: Structured Pretraining and Matching Architectures for Relevance Modeling in Meituan Search.
Wen Zan|Yaopeng Han|Xiaotian Jiang|Yao Xiao|Yang Yang|Dayao Chen|Sheng Chen
doi dblp
Target-Oriented Maneuver Decision for Autonomous Vehicle: A Rule-Aided Reinforcement Learning Framework.
Ximu Zeng|Quanlin Yu|Shuncheng Liu|Yuyang Xia|Han Su|Kai Zheng
doi dblp
Manipulating Out-Domain Uncertainty Estimation in Deep Neural Networks via Targeted Clean-Label Poisoning.
Huimin Zeng|Zhenrui Yue|Yang Zhang|Lanyu Shang|Dong Wang
doi dblp
DYANE: DYnamic Attributed Node rolEs Generative Model.
Giselle Zeno|Jennifer Neville
doi dblp
Simplex2vec Backward: From Vectors Back to Simplicial Complex.
Huixin Zhan|Kun Zhang|Zhong Chen|Victor S. Sheng
doi dblp
Leveraging Watch-time Feedback for Short-Video Recommendations: A Causal Labeling Framework.
Yang Zhang|Yimeng Bai|Jianxin Chang|Xiaoxue Zang|Song Lu|Jing Lu|Fuli Feng|Yanan Niu|Yang Song
doi dblp
Weight Matters: An Empirical Investigation of Distance Oracles on Knowledge Graphs.
Ke Zhang|Jiageng Chen|Zixian Huang|Gong Cheng
doi dblp
Communication-Efficient Decentralized Online Continuous DR-Submodular Maximization.
Qixin Zhang|Zengde Deng|Xiangru Jian|Zaiyi Chen|Haoyuan Hu|Yu Yang
doi dblp
Temporal Convolutional Explorer Helps Understand 1D-CNN's Learning Behavior in Time Series Classification from Frequency Domain.
Junru Zhang|Lang Feng|Yang He|Yuhan Wu|Yabo Dong
doi dblp
Mutual Information-Driven Multi-View Clustering.
Lei Zhang|Pavel Zezula|Lele Fu|Tong Wang|Lele Fu|Pavel Zezula|Chuan Chen|Chuanfu Zhang
doi dblp
Mask- and Contrast-Enhanced Spatio-Temporal Learning for Urban Flow Prediction.
Xu Zhang|Yongshun Gong|Xinxin Zhang|Xiaoming Wu|Chengqi Zhang|Xiangjun Dong
doi dblp
3MN: Three Meta Networks for Multi-Scenario and Multi-Task Learning in Online Advertising Recommender Systems.
Yifei Zhang|Hua Hua|Hui Guo|Shuangyang Wang|Chongyu Zhong|Shijie Zhang
doi dblp
MLPST: MLP is All You Need for Spatio-Temporal Prediction.
Zijian Zhang|Ze Huang|Zhiwei Hu|Xiangyu Zhao|Wanyu Wang|Zitao Liu|Junbo Zhang|S. Joe Qin|Hongwei Zhao
doi dblp
Time-aware Graph Structure Learning via Sequence Prediction on Temporal Graphs.
Haozhen Zhang|Xueting Han|Xi Xiao|Jing Bai
doi dblp
Efficient Exact Minimum k-Core Search in Real-World Graphs.
Qifan Zhang|Shengxin Liu
doi dblp
Task Relation Distillation and Prototypical Pseudo Label for Incremental Named Entity Recognition.
Duzhen Zhang|Hongliu Li|Wei Cong|Rongtao Xu|Jiahua Dong|Xiuyi Chen
doi dblp
CoSaR: Combating Label Noise Using Collaborative Sample Selection and Adversarial Regularization.
Xiaobo Zhang|Yutao Liu|Hao Wang|Wei Wang|Panpan Ni|Ji Zhang
doi dblp
Closed-form Machine Unlearning for Matrix Factorization.
Shuijing Zhang|Jian Lou|Li Xiong|Xiaoyu Zhang|Jing Liu
doi dblp
TriD-MAE: A Generic Pre-trained Model for Multivariate Time Series with Missing Values.
Kai Zhang|Chao Li|Qinmin Yang
doi dblp
Multi-gate Mixture-of-Contrastive-Experts with Graph-based Gating Mechanism for TV Recommendation.
Cong Zhang|Dongyang Liu|Lin Zuo|Junlan Feng|Chao Deng|Jian Sun|Haitao Zeng|Yaohong Zhao
doi dblp
Unleashing the Power of Large Language Models for Legal Applications.
Dongsheng Duan|Dell Zhang|Yuhua Li|Dietrich Trautmann|Alina Petrova|Yanan Jin|Frank Schilder|Yuhua Li|Dietrich Trautmann|Yanan Jin|Frank Schilder
doi dblp
POSPAN: Position-Constrained Span Masking for Language Model Pre-training.
Zhenyu Zhang|Lei Shen|Yuming Zhao|Meng Chen|Xiaodong He
doi dblp
Towards Dynamic and Reliable Private Key Management for Hierarchical Access Structure in Decentralized Storage.
Yifang Zhang|Mingyue Wang|Yu Guo|Fangda Guo
doi dblp
Build Faster with Less: A Journey to Accelerate Sparse Model Building for Semantic Matching in Product Search.
Jiong Zhang|Yau-Shian Wang|Wei-Cheng Chang|Wei Li|Jyun-Yu Jiang|Cho-Jui Hsieh|Hsiang-Fu Yu
doi dblp
FATA-Trans: Field And Time-Aware Transformer for Sequential Tabular Data.
Dongyu Zhang|Liang Wang|Xin Dai|Shubham Jain|Junpeng Wang|Yujie Fan|Chin-Chia Michael Yeh|Yan Zheng|Zhongfang Zhuang|Wei Zhang
doi dblp
Assessing the Continuous Causal Responses of Typhoon-related Weather on Human Mobility: An Empirical Study in Japan.
Zhiwen Zhang|Hongjun Wang|Zipei Fan|Ryosuke Shibasaki|Xuan Song
doi dblp
BI-GCN: Bilateral Interactive Graph Convolutional Network for Recommendation.
Yinan Zhang|Pei Wang|Congcong Liu|Xiwei Zhao|Hao Qi|Jie He|Junsheng Jin|Changping Peng|Zhangang Lin|Jingping Shao
doi dblp
AspectMMKG: A Multi-modal Knowledge Graph with Aspect-aware Entities.
Jingdan Zhang|Jiaan Wang|Xiaodan Wang|Zhixu Li|Yanghua Xiao
doi dblp
Unlocking the Potential of Deep Learning in Peak-Hour Series Forecasting.
Zhenwei Zhang|Xin Wang|Jingyuan Xie|Heling Zhang|Yuantao Gu
doi dblp
Non-IID always Bad? Semi-Supervised Heterogeneous Federated Learning with Local Knowledge Enhancement.
Chao Zhang|Fangzhao Wu|Jingwei Yi|Derong Xu|Yang Yu|Jindong Wang|Yidong Wang|Tong Xu|Xing Xie|Enhong Chen
doi dblp
iLoRE: Dynamic Graph Representation with Instant Long-term Modeling and Re-occurrence Preservation.
Siwei Zhang|Yun Xiong|Yao Zhang|Xixi Wu|Yiheng Sun|Jiawei Zhang
doi dblp
RDGSL: Dynamic Graph Representation Learning with Structure Learning.
Siwei Zhang|Yun Xiong|Yao Zhang|Yiheng Sun|Xi Chen|Yizhu Jiao|Yangyong Zhu
doi dblp
XuanYuan 2.0: A Large Chinese Financial Chat Model with Hundreds of Billions Parameters.
Xuanyu Zhang|Qing Yang
doi dblp
Knowledge-enhanced Artificial Intelligence in Drug Discovery (KAIDD).
Qingpeng Zhang|Jiannan Yang
doi dblp
Out of the Box Thinking: Improving Customer Lifetime Value Modelling via Expert Routing and Game Whale Detection.
Shijie Zhang|Xin Yan|Xuejiao Yang|Binfeng Jia|Shuangyang Wang
doi dblp
MemoNet: Memorizing All Cross Features' Representations Efficiently via Multi-Hash Codebook Network for CTR Prediction.
Pengtao Zhang|Junlin Zhang
doi dblp
A Co-training Approach for Noisy Time Series Learning.
Weiqi Zhang|Jianfeng Zhang|Jia Li|Fugee Tsung
doi dblp
PromptST: Prompt-Enhanced Spatio-Temporal Multi-Attribute Prediction.
Zijian Zhang|Xiangyu Zhao|Qidong Liu|Chunxu Zhang|Qian Ma|Wanyu Wang|Hongwei Zhao|Yiqi Wang|Zitao Liu
doi dblp
No Length Left Behind: Enhancing Knowledge Tracing for Modeling Sequences of Excessive or Insufficient Lengths.
Moyu Zhang|Xinning Zhu|Chunhong Zhang|Feng Pan|Wenchen Qian|Hui Zhao
doi dblp
FiBiNet++: Reducing Model Size by Low Rank Feature Interaction Layer for CTR Prediction.
Pengtao Zhang|Zheng Zheng|Junlin Zhang
doi dblp
Counterfactual Monotonic Knowledge Tracing for Assessing Students' Dynamic Mastery of Knowledge Concepts.
Moyu Zhang|Xinning Zhu|Chunhong Zhang|Wenchen Qian|Feng Pan|Hui Zhao
doi dblp
Highly-Optimized Forgetting for Creating Signature-Based Views of Ontologies.
Yizheng Zhao
doi dblp
COPR: Consistency-Oriented Pre-Ranking for Online Advertising.
Zhishan Zhao|Jingyue Gao|Yu Zhang|Shuguang Han|Siyuan Lou|Xiang-Rong Sheng|Zhe Wang|Han Zhu|Yuning Jiang|Jian Xu|Bo Zheng
doi dblp
Unveiling the Role of Message Passing in Dual-Privacy Preservation on GNNs.
Tianyi Zhao|Hui Hu|Lu Cheng
doi dblp
Simulating Student Interactions with Two-stage Imitation Learning for Intelligent Educational Systems.
Guanhao Zhao|Zhenya Huang|Yan Zhuang|Jiayu Liu|Qi Liu|Zhiding Liu|Jinze Wu|Enhong Chen
doi dblp
Differentiable Retrieval Augmentation via Generative Language Modeling for E-commerce Query Intent Classification.
Chenyu Zhao|Yunjiang Jiang|Yiming Qiu|Han Zhang|Wen-Yun Yang
doi dblp
Sequential Recommendation via an Adaptive Cross-domain Knowledge Decomposition.
Chuang Zhao|Xinyu Li|Ming He|Hongke Zhao|Jianping Fan
doi dblp
HTMapper: Bidirectional Head-Tail Mapping for Nested Named Entity Recognition.
Jin Zhao|Zhixu Li|Yanghua Xiao|Jiaqing Liang|Jingping Liu
doi dblp
GCformer: An Efficient Solution for Accurate and Scalable Long-Term Multivariate Time Series Forecasting.
Yanjun Zhao|Ziqing Ma|Tian Zhou|Mengni Ye|Liang Sun|Yi Qian
doi dblp
Geometric Graph Learning for Protein Mutation Effect Prediction.
Kangfei Zhao|Yu Rong|Biaobin Jiang|Jianheng Tang|Hengtong Zhang|Jeffrey Xu Yu|Peilin Zhao
doi dblp
Popularity-aware Distributionally Robust Optimization for Recommendation System.
Jujia Zhao|Wenjie Wang|Xinyu Lin|Leigang Qu|Jizhi Zhang|Tat-Seng Chua
doi dblp
HST-GT: Heterogeneous Spatial-Temporal Graph Transformer for Delivery Time Estimation in Warehouse-Distribution Integration E-Commerce.
Xiaohui Zhao|Shuai Wang|Hai Wang|Tian He|Desheng Zhang|Guang Wang
doi dblp
Entire Space Cascade Delayed Feedback Modeling for Effective Conversion Rate Prediction.
Yunfeng Zhao|Xu Yan|Xiaoqiang Gui|Shuguang Han|Xiang-Rong Sheng|Guoxian Yu|Jufeng Chen|Zhao Xu|Bo Zheng
doi dblp
Task-Difficulty-Aware Meta-Learning with Adaptive Update Strategies for User Cold-Start Recommendation.
Xuhao Zhao|Yanmin Zhu|Chunyang Wang|Mengyuan Jing|Jiadi Yu|Feilong Tang
doi dblp
Dual Interests-Aligned Graph Auto-Encoders for Cross-domain Recommendation in WeChat.
Jiawei Zheng|Chonggang Song|Michael Cebulla|Hao Gu|Chonggang Song|Michael Cebulla|Dandan Lin|Lingling Yi|Chuan Chen
doi dblp
FedPSE: Personalized Sparsification with Element-wise Aggregation for Federated Learning.
Longfei Zheng|Yingting Liu|Xiaolong Xu|Chaochao Chen|Yuzhou Tang|Lei Wang|Xiaolong Hu
doi dblp
A Semi-Supervised Anomaly Network Traffic Detection Framework via Multimodal Traffic Information Fusion.
Yu Zheng|Xinglin Lian|Zhangxuan Dang|Chunlei Peng|Chao Yang|Jianfeng Ma
doi dblp
Decentralized Graph Neural Network for Privacy-Preserving Recommendation.
Xiaolin Zheng|Zhongyu Wang|Chaochao Chen|Jiashu Qian|Yao Yang
doi dblp
DiffUFlow: Robust Fine-grained Urban Flow Inference with Denoising Diffusion Model.
Yuhao Zheng|Lian Zhong|Senzhang Wang|Yu Yang|Weixi Gu|Junbo Zhang|Jianxin Wang
doi dblp
Personalized Location-Preference Learning for Federated Task Assignment in Spatial Crowdsourcing.
Xiaolong Zhong|Hao Miao|Dazhuo Qiu|Yan Zhao|Kai Zheng
doi dblp
RLIFE: Remaining Lifespan Prediction for E-scooters.
Shuxin Zhong|William Yubeaton|Wenjun Lyu|Guang Wang|Desheng Zhang|Yu Yang
doi dblp
Demonstration of ViTA: Visualizing, Testing and Analyzing Index Advisors.
Wei Zhou|Chen Lin|Xuanhe Zhou|Guoliang Li|Tianqing Wang
doi dblp
Target-oriented Few-shot Transferring via Measuring Task Similarity.
Zhipeng Zhou|Wei Gong|Haoquan Zhou
doi dblp
Learning Node Abnormality with Weak Supervision.
Qinghai Zhou|Kaize Ding|Huan Liu|Hanghang Tong
doi dblp
A Generalized Propensity Learning Framework for Unbiased Post-Click Conversion Rate Estimation.
Yuqing Zhou|Tianshu Feng|Mingrui Liu|Ziwei Zhu
doi dblp
Contrastive Counterfactual Learning for Causality-aware Interpretable Recommender Systems.
Guanglin Zhou|Chengkai Huang|Xiaocong Chen|Xiwei Xu|Chen Wang|Liming Zhu|Lina Yao
doi dblp
Privacy-Preserving Federated Learning via Disentanglement.
Wenjie Zhou|Piji Li|Zhaoyang Han|Xiaozhen Lu|Juan Li|Zhaochun Ren|Zhe Liu
doi dblp
All about Sample-Size Calculations for A/B Testing: Novel Extensions & Practical Guide.
Jing Zhou|Jiannan Lu|Anas Shallah
doi dblp
LEAD-ID: Language-Enhanced Denoising and Intent Distinguishing Graph Neural Network for Sponsored Search Broad Retrievals.
Xiao Zhou|Ran Wang|Haorui Li|Qiang Liu|Xingxing Wang|Dong Wang
doi dblp
Attention Calibration for Transformer-based Sequential Recommendation.
Peilin Zhou|Qichen Ye|Yueqi Xie|Jingqi Gao|Shoujin Wang|Jae Boum Kim|Chenyu You|Sunghun Kim
doi dblp
Detecting Social Bot on the Fly using Contrastive Learning.
Ming Zhou|Dan Zhang|Yuandong Wang|Yangli-ao Geng|Jie Tang
doi dblp
G-STO: Sequential Main Shopping Intention Detection via Graph-Regularized Stochastic Transformer.
Yuchen Zhuang|Xin Shen|Yan Zhao|Chaosheng Dong|Ming Wang|Jin Li|Chao Zhang
doi dblp
FVW: Finding Valuable Weight on Deep Neural Network for Model Pruning.
Zhiyu Zhu|Huaming Chen|Zhibo Jin|Xinyi Wang|Jiayu Zhang|Minhui Xue|Qinghua Lu|Jun Shen|Kim-Kwang Raymond Choo
doi dblp
Improving Adversarial Transferability via Frequency-based Stationary Point Search.
Zhiyu Zhu|Huaming Chen|Jiayu Zhang|Xinyi Wang|Zhibo Jin|Qinghua Lu|Jun Shen|Kim-Kwang Raymond Choo
doi dblp
Scalable Neural Contextual Bandit for Recommender Systems.
Zheqing Zhu|Benjamin Van Roy
doi dblp
PCENet: Psychological Clues Exploration Network for Multimodal Personality Assessment.
Yangfu Zhu|Yuting Wei|Meiling Li|Tingting Zhang|Siqi Wei|Bin Wu
doi dblp
CANDY: A Causality-Driven Model for Hotel Dynamic Pricing.
Ruitao Zhu|Wendong Xiao|Yao Yu|Yizhi Yu|Zhenzhe Zheng|Ke Bu|Dong Li|Fan Wu
doi dblp
HCL4QC: Incorporating Hierarchical Category Structures Into Contrastive Learning for E-commerce Query Classification.
Lvxing Zhu|Curtis E. Dyreson|Kexin Zhang|Lvxing Zhu|Curtis E. Dyreson|Hao Chen|Chao Wei|Weiru Zhang|Haihong Tang|Xiu Li
doi dblp
An AI-based Simulation and Optimization Framework for Logistic Systems.
Zefang Zong|Huan Yan|Hongjie Sui|Haoxiang Li|Peiqi Jiang|Yong Li
doi dblp
DeepTagger: Knowledge Enhanced Named Entity Recognition for Web-Based Ads Queries.
Simiao Zuo|Pengfei Tang|Xinyu Hu|Qiang Lou|Jian Jiao|Denis Charles