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CIKM 2024: all accepted papers

697 papers · page 4 of 7 · the most cited first · ← CIKM 2024

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  1. Topology-aware Retrieval Augmentation for Text Generation ↗Yu Wang, Nedim Lipka, Ruiyi Zhang et al.4 citations
  2. Towards Fair Graph Anomaly Detection: Problem, Benchmark Datasets, and Evaluation ↗Neng Kai Nigel Neo, Yeon-Chang Lee, Yiqiao Jin et al.4 citations
  3. Understanding GNNs for Boolean Satisfiability through Approximation Algorithms ↗Jan Hůla, David Mojžíšek, Mikoláš Janota4 citations
  4. Understanding the User: An Intent-Based Ranking Dataset ↗Abhijit Anand, Jurek Leonhardt, V Venktesh et al.4 citations
  5. UniEmbedding: Learning Universal Multi-Modal Multi-Domain Item Embeddings via User-View Contrastive Learning ↗Boqi Dai, Zhaocheng Du, Jieming Zhu et al.4 citations
  6. XplainScreen: Unveiling the Black Box of Graph Neural Network Drug Screening Models with a Unified XAI Framework ↗Geonhee Ahn, Md Mahim Anjum Haque, Subhashis Hazarika et al.4 citations
  7. scACT: Accurate Cross-modality Translation via Cycle-consistent Training from Unpaired Single-cell Data ↗Siwei Xu, Junhao Liu, Jing Zhang4 citations
  8. A Bayesian Multi-Armed Bandit Algorithm for Bid Shading in Online Display Advertising ↗Mengzhuo Guo, Wuqi Zhang, Congde Yuan et al.3 citations
  9. AgentRE: An Agent-Based Framework for Navigating Complex Information Landscapes in Relation Extraction ↗Yuchen Shi, Guochao Jiang, Tian Qiu et al.3 citations
  10. Attacking Visually-aware Recommender Systems with Transferable and Imperceptible Adversarial Styles ↗Seom-Moon Yang, Chen Wang, Xiwei Xu et al.3 citations
  11. Boosting LLM-based Relevance Modeling with Distribution-Aware Robust Learning ↗Hong Liu, Saisai Gong, Yixin Ji et al.3 citations
  12. COKE: Causal Discovery with Chronological Order and Expert Knowledge in High Proportion of Missing Manufacturing Data ↗T. Ou, Ching Chang, Wen-Chih Peng3 citations
  13. Causal Probing for Dual Encoders ↗Jonas Wallat, Hauke Hinrichs, Avishek Anand3 citations
  14. Collaborative Fraud Detection on Large Scale Graph Using Secure Multi-Party Computation ↗Xin Liu, Xiaoyu Fan, Rong Ma et al.3 citations
  15. Combat Greenwashing with GoalSpotter: Automatic Sustainability Objective Detection in Heterogeneous Reports ↗Mohammad Mahdavi, Ramin Baghaei Mehr, Tom Debus3 citations
  16. Demonstration of a Multi-agent Framework for Text to SQL Applications with Large Language Models ↗Chen Shen, Jin Wang, Sajjadur Rahman et al.3 citations
  17. Discovering Graph Generating Dependencies for Property Graph Profiling ↗Larissa Capobianco Shimomura, Nikolay Yakovets, George Fletcher3 citations
  18. Distilling Multi-Scale Knowledge for Event Temporal Relation Extraction ↗Hao-Ren Yao, Luke Breitfeller, Aakanksha Naik et al.3 citations
  19. EHR-Based Mobile and Web Platform for Chronic Disease Risk Prediction Using Large Language Multimodal Models ↗Chun-Chieh Liao, Wei-Ting Kuo, I-Hsuan Hu et al.3 citations
  20. Early Exit Strategies for Approximate k -NN Search in Dense Retrieval ↗Francesco Busolin, Claudio Lucchese, Franco Maria Nardini et al.3 citations
  21. Efficient Pruned Top-K Subgraph Matching with Topology-Aware Bounds ↗Linglin Yang, Yuqi Zhou, Yue Pang et al.3 citations
  22. Enhancing Click-through Rate Prediction in Recommendation Domain with Search Query Representation ↗Yuening Wang, Man Chen, Yaochen Hu et al.3 citations
  23. Explainable and Coherent Complement Recommendation Based on Large Language Models ↗Zelong Li, Yan Liang, Ming Wang et al.3 citations
  24. From Retrieval to Generation: Efficient and Effective Entity Set Expansion ↗Shulin Huang, Shirong Ma, Yangning Li et al.3 citations
  25. Generating Intent-aware Clarifying Questions in Conversational Information Retrieval Systems ↗Ziliang Zhao, Zhicheng Dou, Yujia Zhou3 citations
  26. Generative AI for Energy: Multi-Horizon Power Consumption Forecasting using Large Language Models ↗Kevin Roitero, Gianluca D'Abrosca, Andrea Zancola et al.3 citations
  27. GetCom : An Efficient and Generalizable Framework for Community Detection ↗Kaiyu Xiong, Yucheng Jin, Yun Xiong et al.3 citations
  28. How Much Do Prompting Methods Help LLMs on Quantitative Reasoning with Irrelevant Information? ↗Seok Hwan Song, Wallapak Tavanapong3 citations
  29. Hyperedge Importance Estimation via Identity-aware Hypergraph Attention Network ↗Yin Chen, Xiaoyang Wang, Chen Chen3 citations
  30. Inductive Knowledge Graph Embedding via Exploring Interaction Patterns of Relations ↗Chong Mu, Lizong Zhang, Jinchuan Zhang et al.3 citations
  31. Interpretable Triplet Importance for Personalized Ranking ↗Bowei He, Chen Ma3 citations
  32. Knowledge Graphs for Responsible AI ↗Edlira Vakaj, Nandana Mihindukulasooriya, Manas Gaur et al.3 citations
  33. LagCNN: A Fast yet Effective Model for Multivariate Long-term Time Series Forecasting ↗Linsen Li, Chunfei Jian, Feng Wan et al.3 citations
  34. Language Models-enhanced Semantic Topology Representation Learning For Temporal Knowledge Graph Extrapolation ↗Tianli Zhang, Tongya Zheng, Zhenbang Xiao et al.3 citations
  35. LayerPlexRank: Exploring Node Centrality and Layer Influence through Algebraic Connectivity in Multiplex Networks ↗Hao Li Ren, Jiaojiao Jiang3 citations
  36. LeDQA: A Chinese Legal Case Document-based Question Answering Dataset ↗Bulou Liu, Zhenhao Zhu, Qingyao Ai et al.3 citations
  37. Learning Links for Adaptable and Explainable Retrieval ↗Jianqiang Shen, Yu-Chin Juan, Ping Liu et al.3 citations
  38. Learning the Dynamics in Sequential Recommendation by Exploiting Real-time Information ↗Rujiao Zhang, Hao Zhang, Yucong Luo et al.3 citations
  39. Leveraging Trustworthy Node Attributes for Effective Network Alignment ↗Dong-hyuk Seo, Lim Jae-Hwan, Won-Yong Shin et al.3 citations
  40. M3: A Multi-Image Multi-Modal Entity Alignment Dataset ↗Shiqi Zhang, Weixin Zeng, Zhen Tan et al.3 citations
  41. MSKR: Advancing Multi-modal Structured Knowledge Representation with Synergistic Hard Negative Samples ↗S. F. Zhang, Hongzhang Mu, Tingwen Liu et al.3 citations
  42. Mamba Retriever: Utilizing Mamba for Effective and Efficient Dense Retrieval ↗Hanqi Zhang, Chong Chen, Lang Mei et al.3 citations
  43. Mastodoner: A Command-line Tool and Python Library for Public Data Collection from Mastodon ↗Haris Bin Zia, Ignacio Castro, Gareth Tyson3 citations
  44. Missing Interest Modeling with Lifelong User Behavior Data for Retrieval Recommendation ↗Gaode Chen, Yuezihan Jiang, Rui Huang et al.3 citations
  45. Multi-Scale Contrastive Attention Representation Learning for Encrypted Traffic Classification ↗Shuo Yang, Xinran Zheng, Jinze Li et al.3 citations
  46. Optimizing Numerical Estimation and Operational Efficiency in the Legal Domain through Large Language Models ↗Jia-Hong Huang, Chao-Chun Yang, Yixian Shen et al.3 citations
  47. PIECE: Protagonist Identification and Event Chronology Extraction for Enhanced Timeline Summarization ↗Tz-Huan Hsu, Li-Hsuan Chin, Yen-Hao Huang et al.3 citations
  48. PSNE: Efficient Spectral Sparsification Algorithms for Scaling Network Embedding ↗Longlong Lin, Yunfeng Yu, Zihao Wang et al.3 citations
  49. PolarDSN : An Inductive Approach to Learning the Evolution of Network Polarization in Dynamic Signed Networks ↗M. J. Kim, Yeon-Chang Lee, Sang‐Wook Kim3 citations
  50. Prioritized Binary Transformation Method for Efficient Multi-label Classification of Data Streams with Many Labels ↗Onur Yildirim, Sepehr Bakhshi, Fazlı Can3 citations
  51. Process-Informed Deep Learning for Enhanced Order Fulfillment Cycle Time Prediction in On-Demand Grocery Retailing ↗Jiawen Wei, Ziwen Ye, Chuan Yang et al.3 citations
  52. Robust Sequence-Based Self-Supervised Representation Learning for Anti-Money Laundering ↗Shuaibin Huang, Yun Xiong, Yi Xie et al.3 citations
  53. SVIPTR: Fast and Efficient Scene Text Recognition with Vision Permutable Extractor ↗Xianfu Cheng, Weixiao Zhou, Xiang Li et al.3 citations
  54. Saliency Detection in Educational Videos: Analyzing the Performance of Current Models, Identifying Limitations and Advancement Directions ↗Evelyn Navarrete, Ralph Ewerth, Anett Hoppe3 citations
  55. Spatio-Temporal Sequence Modeling for Traffic Signal Control ↗Sun Qian, Le Zhang, Jingbo Zhou et al.3 citations
  56. Spectral-Aware Augmentation for Enhanced Graph Representation Learning ↗Kaiqi Yang, Haoyu Han, Wei Jin et al.3 citations
  57. TEXT CAN BE FAIR: Mitigating Popularity Bias with PLMs by Learning Relative Preference ↗Zuoli Tang, Zhaoxin Huan, Zihao Li et al.3 citations
  58. Tabular Data-centric AI: Challenges, Techniques and Future Perspectives ↗Yanjie Fu, Dongjie Wang, Hui Yun Xiong et al.3 citations
  59. The Devil is in the Sources! Knowledge Enhanced Cross-Domain Recommendation in an Information Bottleneck Perspective ↗Binbin Hu, Weifan Wang, Shuhan Wang et al.3 citations
  60. Topological Anonymous Walk Embedding: A New Structural Node Embedding Approach ↗Yuchen Yan, Yongyi Hu, Qinghai Zhou et al.3 citations
  61. Towards Energy-Efficient Llama2 Architecture on Embedded FPGAs ↗Han Xu, Xingyuan Wang, Shihao Ji3 citations
  62. Towards Robust Vision Transformer via Masked Adaptive Ensemble ↗Fudong Lin, Jiadong Lou, Xu Yuan et al.3 citations
  63. Towards Seamless User Query to REST API Conversion ↗Han Xu3 citations
  64. Understanding and Modeling Job Marketplace with Pretrained Language Models ↗Yaochen Zhu, Liang Wu, Binchi Zhang et al.3 citations
  65. Unveiling Intellectual Property Vulnerabilities of GAN-Based Distributed Machine Learning through Model Extraction Attacks ↗Mengyao Ma, Shuofeng Liu, M.A.P. Chamikara et al.3 citations
  66. Veracity Estimation for Entity-Oriented Search with Knowledge Graphs ↗Stefano Marchesin, Gianmaria Silvello, Omar Alonso3 citations
  67. You Can't Ignore Either: Unifying Structure and Feature Denoising for Robust Graph Learning ↗Tianmeng Yang, Jiahao Meng, Min Zhou et al.3 citations
  68. A Behavior-aware Cause Identification Framework for Order Cancellation in Logistics Service ↗Shuxin Zhong, Yahan Gu, Wenjun Lyu et al.2 citations
  69. A Power Method to Alleviate Over-smoothing for Recommendation ↗Peng Zhou, Yachao Cui, Han Cao2 citations
  70. A Self-Adaptive Fairness Constraint Framework for Industrial Recommender System ↗Zhiqiang Liu, Xiaoxiao Xu, Jiaqi Yu et al.2 citations
  71. AI-safe Autocompletion with RAG and Relevance Curation ↗Kilian Merkelbach, Ksenia Riabinova, Arnab Dutta2 citations
  72. APTNESS: Incorporating Appraisal Theory and Emotion Support Strategies for Empathetic Response Generation ↗Yuxuan Hu, Minghuan Tan, Chenwei Zhang et al.2 citations
  73. Adaptive Cascading Network for Continual Test-Time Adaptation ↗Kien X. Nguyen, Fengchun Qiao, Xi Peng2 citations
  74. Advances in Citation Text Generation: Leveraging Multi-Source Seq2Seq Models and Large Language Models ↗Avinash Anand, Ashwin R Nair, Kritarth Prasad et al.2 citations
  75. Adversarial Text Rewriting for Text-aware Recommender Systems ↗Sejoon Oh, Gaurav Verma, Srijan Kumar2 citations
  76. Advertiser Content Understanding via LLMs for Google Ads Safety ↗Joseph Wallace, Tushar Dogra, Wei Qiao et al.2 citations
  77. An Enhanced Batch Query Architecture in Real-time Recommendation ↗Qiang Zhang, Zhipeng Teng, Disheng Wu et al.2 citations
  78. Application of Large Language Models in Chemistry Reaction Data Extraction and Cleaning ↗Xiaobao Huang, Mihir Surve, Yuhan Liu et al.2 citations
  79. Automation of Text-Based Economic Indicator Construction: A Pilot Exploration on Economic Policy Uncertainty Index ↗H.-C. Yeh, Yu-Lieh Huang, Ziho Park et al.2 citations
  80. Boosting Entity Recognition by leveraging Cross-task Domain Models for Weak Supervision ↗Sanjay Agrawal, Srujana Merugu, Vivek Sembium2 citations
  81. Buffalo: Biomedical Vision-Language Understanding with Cross-Modal Prototype and Federated Foundation Model Collaboration ↗Bingjie Yan, Qian Chen, Yiqiang Chen et al.2 citations
  82. CHDAER:Consistent Hashing-based Data Allocation for Efficient Recommendation in Edge Environment ↗Zhikang Feng, Chao Yan, Rong Jiang et al.2 citations
  83. CPFD: Confidence-aware Privileged Feature Distillation for Short Video Classification ↗Jinghao Shi, Xiang Shen, Kaili Zhao et al.2 citations
  84. Causal Interventional Prediction System for Robust and Explainable Effect Forecasting ↗Zhixuan Chu, Hui Ding, Guoyuan Zeng et al.2 citations
  85. CheckGuard: Advancing Stolen Check Detection with a Cross-Modal Image-Text Benchmark Dataset ↗Fei Zhao, Jiawen Chen, Bin Huang et al.2 citations
  86. Contrastive Disentangled Representation Learning for Debiasing Recommendation with Uniform Data ↗Xinxin Yang, Zhen Liu, Xiaoman Lu et al.2 citations
  87. Cost-Effective Framework with Optimized Task Decomposition and Batch Prompting for Medical Dialogue Summary ↗Chi Zhang, Tao Chen, Jiehao Chen et al.2 citations
  88. Covid19-twitter: A Twitter-based Dataset for Discourse Analysis in Sentence-level Sentiment Classification ↗Shashank Gupta, Mohamed Reda Bouadjenek, Antonio Robles‐Kelly et al.2 citations
  89. Cryptocurrency Price Forecasting using Variational Autoencoder with Versatile Quantile Modeling ↗Sungchul Hong, Seunghwan An, Jong‐June Jeon2 citations
  90. DAMOCRO: A Data Migration Framework Using Online Classification and Reordering ↗Zhongxin Hu, Kaiyu Li, Xingjian Mao et al.2 citations
  91. DPCAG: A Community Affiliation Graph Generation Model for Preserving Group Relationships ↗Xinjian Zhang, Bo Ning, Chengfei Liu2 citations
  92. Data Imputation from the Perspective of Graph Dirichlet Energy ↗Weiqi Zhang, G. Y. Li, Jianheng Tang et al.2 citations
  93. Data Quality-aware Graph Machine Learning ↗Yu Wang, Kaize Ding, Xiaorui Liu et al.2 citations
  94. Data Void Exploits: Tracking & Mitigation Strategies ↗Miro Mannino, J. E. Garcia, Reem Hazim et al.2 citations
  95. Deep Journey Hierarchical Attention Networks for Conversion Predictions in Digital Marketing ↗Girim Ban, Hyeonseok Yun, Banseok Lee et al.2 citations
  96. Deep Learning-Based Compressed Sensing for Mobile Device-Derived Sensor Data ↗Ling Xu, Yuuki Nishiyama, Kota Tsubouchi et al.2 citations
  97. Discovering Denial Constraints Based on Deep Reinforcement Learning ↗Lingfeng Bian, Weidong Yang, Jingyi Xu et al.2 citations
  98. Discrepancy-guided Channel Dropout for Domain Generalization ↗Seonggyeom Kim, Byeongtae Park, Harim Lee et al.2 citations
  99. Document-Level Relation Extraction Based on Heterogeneous Graph Reasoning ↗Dong Li, Miao Li, Zhi-Lei Lei et al.2 citations
  100. Dual-level Intents Modeling for Knowledge-aware Recommendation ↗Jin Zeng, Nan Wang, Jinbao Li2 citations

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