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CIKM 2024: all accepted papers

697 papers · page 3 of 7 · the most cited first · ← CIKM 2024

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  1. Ocean Significant Wave Height Estimation with Spatio-temporally Aware Large Language Models ↗Zhe Li, Ronghui Xu, Jilin Hu et al.6 citations
  2. PIXEL: Prompt-based Zero-shot Hashing via Visual and Textual Semantic Alignment ↗Zeyu Dong, Qingqing Long, Yihang Zhou et al.6 citations
  3. Personalized Video Summarization by Multimodal Video Understanding ↗Brian Chen, Xiangyuan Zhao, Yingnan Zhu6 citations
  4. Privacy-preserving Spatial Dataset Search in Cloud ↗Pengyue Li, Hua Dai, Sheng Wang et al.6 citations
  5. Quality Prediction in Arc Welding: Leveraging Transformer Models and Discrete Representations from Vector Quantised-VAE ↗Yannik Hahn, Robert F. Maack, Hasan Tercan et al.6 citations
  6. Retrieval Augmented Deep Anomaly Detection for Tabular Data ↗Hugo Thimonier, Fabrice Popineau, Arpad Rimmel et al.6 citations
  7. Sparks of Surprise: Multi-objective Recommendations with Hierarchical Decision Transformers for Diversity, Novelty, and Serendipity ↗Jie Wang, Alexandros Karatzoglou, Ioannis Arapakis et al.6 citations
  8. Towards Effective Fusion and Forecasting of Multimodal Spatio-temporal Data for Smart Mobility ↗Chenxing Wang6 citations
  9. Towards Real-Time and Personalized Code Generation ↗Han Xu, Xingyuan Wang, Haipeng Chen6 citations
  10. Towards a Zero-Day Anomaly Detector in Cyber Physical Systems Using a Hybrid VAE-LSTM-OCSVM Model ↗Romarick Yatagha, Betelhem Nebebe, Karl Waedt et al.6 citations
  11. Tutorial on Landing Generative AI in Industrial Social and E-commerce Recsys ↗Da Xu, Danqing Zhang, Lingling Zheng et al.6 citations
  12. "Reasoning before Responding": Towards Legal Long-form Question Answering with Interpretability ↗Utkarsh Ujwal, Sai Sri Harsha Surampudi, Sayantan Mitra et al.5 citations
  13. A General Strategy Graph Collaborative Filtering for Recommendation Unlearning ↗Yongjing Hao, Fuzhen Zhuang, Deqing Wang et al.5 citations
  14. A Learning-path based Supervised Method for Concept Prerequisite Relations Extraction in Educational Data ↗Jingwen Sun, Yu He, Yiyu Xu et al.5 citations
  15. Advancing Re-Ranking with Multimodal Fusion and Target-Oriented Auxiliary Tasks in E-Commerce Search ↗Enqiang Xu, Xinhui Li, Zhigong Zhou et al.5 citations
  16. Aligning Query Representation with Rewritten Query and Relevance Judgments in Conversational Search ↗Fengran Mo, Chen Qu, Kelong Mao et al.5 citations
  17. An Evaluation Framework for Attributed Information Retrieval using Large Language Models ↗Hanane Djeddal, Pierre Erbacher, Raouf Toukal et al.5 citations
  18. Assessing Human Viewpoints in Theory of Mind for Large Language Models in Open-Ended Questioning ↗Maryam Amirizaniani5 citations
  19. Automated Nanoparticle Image Processing Pipeline for AI-Driven Materials Characterization ↗Alexandra L. Day, Carolin B. Wahl, Roberto dos Reis et al.5 citations
  20. Automatic Large Language Model Evaluation via Peer Review ↗Zhumin Chu, Qingyao Ai, Yiteng Tu et al.5 citations
  21. Breaking State-of-the-Art Poisoning Defenses to Federated Learning: An Optimization-Based Attack Framework ↗Yuxin Yang, Qiang Li, Chenfei Nie et al.5 citations
  22. Bridging Knowledge Gaps in LLMs via Function Calls ↗Kinjal Basu5 citations
  23. ByGCN: Spatial Temporal Byroad-Aware Graph Convolution Network for Traffic Flow Prediction in Road Networks ↗Tangpeng Dan, Xiao Pan, Bolong Zheng et al.5 citations
  24. Confidence-Aware Multi-Field Model Calibration ↗Yuang Zhao, Chuhan Wu, Qinglin Jia et al.5 citations
  25. DP-FedFace: Privacy-Preserving Facial Recognition in Real Federated Scenarios ↗Wenjing Wang, Si Li5 citations
  26. Decoupled Behavior-based Contrastive Recommendation ↗Mengduo Yang, Jie Zhou, Meng Xi et al.5 citations
  27. DeliLaw: A Chinese Legal Counselling System Based on a Large Language Model ↗Nan Xie, Yuelin Bai, Hengyuan Gao et al.5 citations
  28. Enhancing CTR Prediction through Sequential Recommendation Pre-training: Introducing the SRP4CTR framework ↗Ruidong Han, Qianzhong Li, He Jiang et al.5 citations
  29. Exploring High-Order User Preference with Knowledge Graph for Recommendation ↗Caijun Xu, Fuwei Zhang, Zhao Zhang et al.5 citations
  30. G2PTL: A Geography-Graph Pre-trained Model ↗Lixia Wu, Jianlin Liu, Junhong Lou et al.5 citations
  31. GLFNet: Global and Local Frequency-domain Network for Long-term Time Series Forecasting ↗Xucheng Zhou, Yuwen Liu, Lianyong Qi et al.5 citations
  32. GongBu: Easily Fine-tuning LLMs for Domain-specific Adaptation ↗Bolin Zhang, Yimin Tian, Shengwei Wang et al.5 citations
  33. Graph Local Homophily Network for Anomaly Detection ↗Ronghui Guo, Minghui Zou, Sai Zhang et al.5 citations
  34. GraphCBAL: Class-Balanced Active Learning for Graph Neural Networks via Reinforcement Learning ↗Chengcheng Yu, Jiapeng Zhu, Xiang Li5 citations
  35. Improving Adversarial Transferability via Frequency-Guided Sample Relevance Attack ↗Xinyi Wang, Zhibo Jin, Zhiyu Zhu et al.5 citations
  36. Improving Message-Passing GNNs by Asynchronous Aggregation ↗Jialong Chen, Tianchi Liao, Chuan Chen et al.5 citations
  37. Learn From Mistakes: Guidance on Zero-shot Conversational Text-to-SQL ↗Wenshuo Zhai, Xiang Hui Zhao, Jinzhi Liao et al.5 citations
  38. Multi-Task Recommendation with Task Information Decoupling ↗Ruiran Yan, Rui Fan, Defu Lian5 citations
  39. Not All Negatives are Equally Negative: Soft Contrastive Learning for Unsupervised Sentence Representations ↗Haojie Zhuang, Wei Emma Zhang, Jian Yu Yang et al.5 citations
  40. OptDist: Learning Optimal Distribution for Customer Lifetime Value Prediction ↗Yunpeng Weng, Xing Jia Tang, Zhenhao Xu et al.5 citations
  41. PODTILE: Facilitating Podcast Episode Browsing with Auto-generated Chapters ↗Azin Ghazimatin, Ekaterina Garmash, Gustavo Penha et al.5 citations
  42. Physics-guided Active Sample Reweighting for Urban Flow Prediction ↗Wei Jiang, Tong Chen, Guanhua Ye et al.5 citations
  43. Practical and Robust Safety Guarantees for Advanced Counterfactual Learning to Rank ↗Shashank Gupta, Harrie Oosterhuis, Maarten de Rijke5 citations
  44. Quantum Cognition-Inspired EEG-based Recommendation via Graph Neural Networks ↗Jinkun Han, Wei Li, Yingshu Li et al.5 citations
  45. QuestGen : Effectiveness of Question Generation Methods for Fact-Checking Applications ↗Ritvik Setty, Vinay Setty5 citations
  46. Reinforcement Feature Transformation for Polymer Property Performance Prediction ↗Xuanming Hu, Dongjie Wang, Wangyang Ying et al.5 citations
  47. Relative Contrastive Learning for Sequential Recommendation with Similarity-based Positive Sample Selection ↗Zhikai Wang, Yanyan Shen, Zexi Zhang et al.5 citations
  48. SmartHash: Perceptual Hashing for Image Tampering Detection and Authentication ↗Priyanka Samanta, Shweta Jain5 citations
  49. Spatio-temporal Graph Normalizing Flow for Probabilistic Traffic Prediction ↗Yang An, Zhibin Li, Wei Liu et al.5 citations
  50. Spectral and Geometric Spaces Representation Regularization for Multi-Modal Sequential Recommendation ↗Zihao Li, Xuekong Xu, Zuoli Tang et al.5 citations
  51. Table-Filling via Mean Teacher for Cross-domain Aspect Sentiment Triplet Extraction ↗Kun Peng, Lei Jiang, Qian Li et al.5 citations
  52. The Impact of External Sources on the Friedkin–Johnsen Model ↗Charlotte Out, Sijing Tu, Stefan Neumann et al.5 citations
  53. Towards Better Utilization of Multiple Views for Bundle Recommendation ↗Kyung-Ho Kim, Sunwoo Kim, Geon Lee et al.5 citations
  54. 3DLNews: A Three-decade Dataset of US Local News Articles ↗Gangani Ariyarathne, Alexander C. Nwala4 citations
  55. A Learning-based Approach for Explaining Language Models ↗Oren Barkan, Yonatan Toib, Yehonatan Elisha et al.4 citations
  56. Advancing Multivariate Time Series Anomaly Detection: A Comprehensive Benchmark with Real-World Data from Alibaba Cloud ↗Chaoli Zhang, Y. Zhang, Lanshu Peng et al.4 citations
  57. Assessing Image Inpainting via Re-Inpainting Self-Consistency Evaluation ↗Tianyi Chen, Jianfu Zhang, Yan Hong et al.4 citations
  58. Automated Contrastive Learning Strategy Search for Time Series ↗Baoyu Jing, Yansen Wang, Guoxin Sui et al.4 citations
  59. Behavior-Aware Hypergraph Convolutional Network for Illegal Parking Prediction with Multi-Source Contextual Information ↗Guang Yang, Meiqi Tu, Zelong Li et al.4 citations
  60. Benchmarking Challenges for Temporal Knowledge Graph Alignment ↗Weixin Zeng, Jie Zhou, Xiang Hui Zhao4 citations
  61. Beyond Language Bias: Overcoming Multimodal Shortcut and Distribution Biases for Robust Visual Question Answering ↗Jingliang Gu, Zhixin Li4 citations
  62. Bridging Dynamic Factor Models and Neural Controlled Differential Equations for Nowcasting GDP ↗Seonkyu Lim, Jeongwhan Choi, Noseong Park et al.4 citations
  63. CAG: A Consistency-Adaptive Text-Image Alignment Generation for Joint Multimodal Entity-Relation Extraction ↗Xinjie Yang, Xiaocheng Gong, Binghao Tang et al.4 citations
  64. COSCO: A Sharpness-Aware Training Framework for Few-shot Multivariate Time Series Classification ↗Jesus Barreda, Ashley Gomez, Ruben Puga et al.4 citations
  65. CXSimulator: A User Behavior Simulation using LLM Embeddings for Web-Marketing Campaign Assessment ↗Akira Kasuga, Ryo Yonetani4 citations
  66. Confidence-aware Self-Semantic Distillation on Knowledge Graph Embedding ↗Yichen Liu, Jiawei Chen, Defang Chen et al.4 citations
  67. Cultural Commonsense Knowledge for Intercultural DialoguesTuan-Phong Nguyen, Simon Razniewski, Gerhard Weikum4 citations · our summary
  68. DAMe: Personalized Federated Social Event Detection with Dual Aggregation Mechanism ↗Xiaoyan Yu, Yifan Wei, Pu Li et al.4 citations
  69. DECO: Cooperative Order Dispatching for On-Demand Delivery with Real-Time Encounter Detection ↗Yao Lu, Shuai Wang, Yu Yang et al.4 citations
  70. Effective Job-market Mobility Prediction with Attentive Heterogeneous Knowledge Learning and Synergy ↗Sida Lin, Zhouyi Zhang, Yankai Chen et al.4 citations
  71. GAD: A Generalized Framework for Anomaly Detection at Different Risk Levels ↗Ronglei Wei, Zewei He, Martin Pavlovski et al.4 citations
  72. GAS-Norm: Score-Driven Adaptive Normalization for Non-Stationary Time Series Forecasting in Deep Learning ↗Edoardo Urettini, Daniele Atzeni, Reshawn Ramjattan et al.4 citations
  73. Graph-theoretical Approach to Enhance Accuracy of Financial Fraud Detection Using Synthetic Tabular Data Generation ↗Dae-Young Park4 citations
  74. GraphScale: A Framework to Enable Machine Learning over Billion-node Graphs ↗Vipul Gupta, Xin Chen, Ruoyun Huang et al.4 citations
  75. GraphVAE: Unveiling Dynamic Stock Relationships with Variational Autoencoder-based Factor Modeling ↗Yulong Jia, Guanxing Li, Ganlong Zhao et al.4 citations
  76. Hands-On Introduction to Quantum Machine Learning ↗Samuel Yen-Chi Chen, Joongheon Kim4 citations
  77. ILTS: Inducing Intention Propagation in Decentralized Multi-Agent Tasks with Large Language Models ↗Xihe Qiu, Haoyu Wang, Xiaoyu Tan et al.4 citations
  78. ITIU: Intention Understanding via Interactive Table in Large Language Models ↗Zenghua Liao, Jinzhi Liao, Xiang Hui Zhao4 citations
  79. Image-text Retrieval with Main Semantics Consistency ↗Yi Xie, Yangtao Wang, Yanzhao Xie et al.4 citations
  80. In Situ Answer Sentence Selection at Web-scale ↗Zeyu Zhang, Thuy Vu, Alessandro Moschitti4 citations
  81. Inferring Information Diffusion Networks without Timestamps ↗Yuchen Wang, Dongpeng Hou, Chao Gao et al.4 citations
  82. Introducing CausalBench: A Flexible Benchmark Framework for Causal Analysis and Machine Learning ↗Ahmet Kapkiç, Pratanu Mandal, Shu Wan et al.4 citations
  83. LLM-based Automated Web Retrieval and Text Classification of Food Sharing Initiatives ↗Hao Wu, Hyunji Cho, Anna Ray Davies et al.4 citations
  84. Learning Fair Invariant Representations under Covariate and Correlation Shifts Simultaneously ↗Dong Li, Chen Zhao, Minglai Shao et al.4 citations
  85. MERLIN: Multimodal & Multilingual Embedding for Recommendations at Large-scale via Item Associations ↗Sambeet Tiady, Arihant Jain, Dween Rabius Sanny et al.4 citations
  86. Mining Path Association Rules in Large Property Graphs ↗Yuya Sasaki, Panagiotis Karras4 citations
  87. Mitigating Extreme Cold Start in Graph-based RecSys through Re-ranking ↗Alessandro Sbandi, Federico Siciliano, Fabrizio Silvestri4 citations
  88. Multi-Task Modeling of Student Knowledge and Behavior ↗Siqian Zhao, Sherry Sahebi4 citations
  89. Neural Additive Tensor Decomposition for Sparse Tensors ↗Dawon Ahn, Uday Singh Saini, Evangelos E. Papalexakis et al.4 citations
  90. On Causally Disentangled State Representation Learning for Reinforcement Learning based Recommender Systems ↗Siyu Wang, Xiaocong Chen, Lina Yao4 citations
  91. PISeL : Pipelining DNN Inference for Serverless Computing ↗Masoud Rahimi Jafari, Jianchang Su, Yifan Zhang et al.4 citations
  92. PP4RNR: Popularity- and Position-Aware Contrastive Learning for Retrieval-Driven News Recommendation ↗Wenwei Chen, Yewang Chen4 citations
  93. PTSR: Prefix-Target Graph-based Sequential Recommendation ↗Jiayu Chen, Xiaoyu Du, Yonghua Pan et al.4 citations
  94. Refining Wikidata Taxonomy using Large Language Models ↗Yiwen Peng, Thomas Bonald, Mehwish Alam4 citations
  95. Reviving the Context: Camera Trap Species Classification as Link Prediction on Multimodal Knowledge Graphs ↗Vardaan Pahuja, Weidi Luo, Yu Gu et al.4 citations
  96. Seeing the Forest for the Trees: Road-Level Insights Assisted Lane-Level Traffic Prediction ↗Shuhao Li, Yue Li Cui, Jingyi Xu et al.4 citations
  97. Shaded Route Planning Using Active Segmentation and Identification of Satellite Images ↗Longchao Da, Rohan Chhibba, Rushabh Jaiswal et al.4 citations
  98. Shape-aware Graph Spectral Learning ↗Junjie Xu, Enyan Dai, Dongsheng Luo et al.4 citations
  99. Spatio-Temporal Transformer Network with Physical Knowledge Distillation for Weather Forecasting ↗Jing He, Junzhong Ji, Minglong Lei4 citations
  100. Submodular Optimization: Variants, Theory and Applications ↗Yanhui Zhu4 citations

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