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CIKM 2024: all accepted papers

697 papers · page 2 of 7 · the most cited first · ← CIKM 2024

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  1. EasyST: A Simple Framework for Spatio-Temporal Prediction ↗Jiabin Tang, Wei Wei, Lianghao Xia et al.9 citations
  2. Generative AI and Retrieval-Augmented Generation (RAG) Systems for Enterprise ↗Anbang Xu, Tan Yu, Min Du et al.9 citations
  3. HierRec: Scenario-Aware Hierarchical Modeling for Multi-scenario Recommendations ↗Jingtong Gao, Bo Chen, Menghui Zhu et al.9 citations
  4. Hierarchical Graph Latent Diffusion Model for Conditional Molecule Generation ↗Tian Bian, Yifan Niu, Heng Chang et al.9 citations
  5. LAPIS: Language Model-Augmented Police Investigation System ↗Heedou Kim, Dain Kim, Jiwoo Lee et al.9 citations
  6. MATCC: A Novel Approach for Robust Stock Price Prediction Incorporating Market Trends and Cross-time Correlations ↗Zhiyuan Cao, Jiayu Xu, Chengqi Dong et al.9 citations
  7. MEDFuse: Multimodal EHR Data Fusion with Masked Lab-Test Modeling and Large Language Models ↗Tai Tan Phan, Cong-Tinh Dao, Chenwei Wu et al.9 citations
  8. MOAT: Graph Prompting for 3D Molecular Graphs ↗Qingqing Long, Yuchen Yan, Wentao Cui et al.9 citations
  9. Multi-Modal Sarcasm Detection via Graph Convolutional Network and Dynamic Network ↗Jiaqi Hao, Junfeng Zhao, Zhigang Wang9 citations
  10. Natural Language-Assisted Multi-modal Medication Recommendation ↗Jie Tan, Yu Rong, Kangfei Zhao et al.9 citations
  11. RECE: Reduced Cross-Entropy Loss for Large-Catalogue Sequential Recommenders ↗Danil Gusak, Gleb Mezentsev, Ivan Valer'evich Oseledets et al.9 citations
  12. ROLeR: Effective Reward Shaping in Offline Reinforcement Learning for Recommender Systems ↗Yi Zhang, Ruihong Qiu, Jiajun Liu et al.9 citations
  13. Relevance Filtering for Embedding-based Retrieval ↗Nicholas Rossi, Juexin Lin, Feng Liu et al.9 citations
  14. Scalable Dynamic Embedding Size Search for Streaming Recommendation ↗Yunke Qu, Liang Qu, Tong Chen et al.9 citations
  15. The Factuality of Large Language Models in the Legal Domain ↗Rajaa El Hamdani, Thomas Bonald, Fragkiskos D. Malliaros et al.9 citations
  16. Towards Completeness-Oriented Tool Retrieval for Large Language Models ↗Changle Qu, Sunhao Dai, Xiaochi Wei et al.9 citations
  17. A Mixed-Curvature Graph Diffusion Model ↗Yujie Wang, Shuo Zhang, Junda Ye et al.8 citations
  18. A Structural Information Guided Hierarchical Reconstruction for Graph Anomaly Detection ↗Dongcheng Zou, Hao Peng, Chunyang Liu8 citations
  19. ACDM: An Effective and Scalable Active Clustering with Pairwise Constraint ↗Xun Fu, Wen-Bo Xie, Bin Chen et al.8 citations
  20. Aligning Explanations for Recommendation with Rating and Feature via Maximizing Mutual Information ↗Yurou Zhao, Yiding Sun, Ruidong Han et al.8 citations
  21. DTFormer: A Transformer-Based Method for Discrete-Time Dynamic Graph Representation Learning ↗Xi Chen, Yun Xiong, Siwei Zhang et al.8 citations
  22. Debiased Graph Poisoning Attack via Contrastive Surrogate Objective ↗Kanghoon Yoon, Yeonjun In, Namkyeong Lee et al.8 citations
  23. EUvsDisinfo: A Dataset for Multilingual Detection of Pro-Kremlin Disinformation in News Articles ↗João A. Leite, Olesya Razuvayevskaya, Kalina Bontcheva et al.8 citations
  24. Effective Illicit Account Detection on Large Cryptocurrency MultiGraphs ↗Zhihao Ding, J. Y. Shi, Qing Li et al.8 citations
  25. FCS-HGNN: Flexible Multi-type Community Search in Heterogeneous Information Networks ↗Guoxin Chen, Fangda Guo, Yongqing Wang et al.8 citations
  26. Fast Human Action Recognition via Millimeter Wave Radar Point Cloud Sequences Learning ↗Tongfei Shao, Z. Z. Du, Chuanyou Li et al.8 citations
  27. Fast and Accurate PARAFAC2 Decomposition for Time Range Queries on Irregular Tensors ↗Jun-Gi Jang, Yong-chan Park, U Kang8 citations
  28. GraphWeaver: Billion-Scale Cybersecurity Incident Correlation ↗Scott Freitas, Amir Gharib8 citations
  29. H2D: Hierarchical Heterogeneous Graph Learning Framework for Drug-Drug Interaction Prediction ↗Ran Zhang, Xuezhi Wang, Sheng Wang et al.8 citations
  30. HiMTM: Hierarchical Multi-Scale Masked Time Series Modeling with Self-Distillation for Long-Term Forecasting ↗Shubao Zhao, Ming Jin, Zhaoxiang Hou et al.8 citations
  31. How to Leverage Personal Textual Knowledge for Personalized Conversational Information Retrieval ↗Fengran Mo, Longxiang Zhao, Kaiyu Huang et al.8 citations
  32. Learning from Novel Knowledge: Continual Few-shot Knowledge Graph Completion ↗Zhuofeng Li, Haoxiang Zhang, Qiannan Zhang et al.8 citations
  33. Leveraging Knowledge Graphs and LLMs to Support and Monitor Legislative Systems ↗Andrea Colombo8 citations
  34. Mitigating Exposure Bias in Online Learning to Rank Recommendation: A Novel Reward Model for Cascading Bandits ↗Masoud Mansoury, Bamshad Mobasher, Herke van Hoof8 citations
  35. Multi-modal Food Recommendation with Health-aware Knowledge Distillation ↗Yixin Zhang, Xin Zhou, Fanglin Zhu et al.8 citations
  36. Multiscale Representation Enhanced Temporal Flow Fusion Model for Long-Term Workload Forecasting ↗Shiyu Wang, Zhixuan Chu, Yinbo Sun et al.8 citations
  37. On Evaluation Metrics for Diversity-enhanced Recommendations ↗Xueqi Li, Gao Cong, Guoqing Xiao et al.8 citations
  38. PACIFIC: Enhancing Sequential Recommendation via Preference-aware Causal Intervention and Counterfactual Data Augmentation ↗Jinpeng Chen, Huachen Guan, Huan Li et al.8 citations
  39. REAPER: Reasoning based Retrieval Planning for Complex RAG Systems ↗Ashutosh Joshi, Sheikh Muhammad Sarwar, Samarth Varshney et al.8 citations
  40. Revealing the Power of Masked Autoencoders in Traffic Forecasting ↗Jiarui Sun, Yujie Fan, Chin‐Chia Michael Yeh et al.8 citations
  41. Reviewerly: Modeling the Reviewer Assignment Task as an Information Retrieval Problem ↗Negar Arabzadeh, Sajad Ebrahimi, Sara Salamat et al.8 citations
  42. SGOOD: Substructure-enhanced Graph-Level Out-of-Distribution Detection ↗Zhihao Ding, J. Y. Shi, Shiqi Shen et al.8 citations
  43. Time is Not Enough: Time-Frequency based Explanation for Time-Series Black-Box Models ↗Hyunseung Chung, Sumin Jo, Yeonsu Kwon et al.8 citations
  44. Two Heads are Better than One: Zero-shot Cognitive Reasoning via Multi-LLM Knowledge Fusion ↗Liang Liu, Dong Zhang, Shoushan Li et al.8 citations
  45. XploitSQL: Advancing Adversarial SQL Injection Attack Generation with Language Models and Reinforcement Learning ↗Daniel Leung, O. D. Tsai, Kourosh Hashemi et al.8 citations
  46. iMIRACLE: An Iterative Multi-View Graph Neural Network to Model Intercellular Gene Regulation From Spatial Transcriptomic Data ↗Ziheng Duan, Siwei Xu, Che-Yu Lee et al.8 citations
  47. 3M-Health: Multimodal Multi-Teacher Knowledge Distillation for Mental Health Detection ↗Rina Carines Cabral, Siwen Luo, Josiah Poon et al.7 citations
  48. A Real-Time Adaptive Multi-Stream GPU System For Online Approximate Nearest Neighborhood Search ↗Yiping Sun, Yang Shi, Jiaolong Du7 citations
  49. A Spatio-Temporal Diffusion Model for Missing and Real-Time Financial Data Inference ↗Yupeng Fang, Ruirui Liu, Huichou Huang et al.7 citations
  50. Adaptive Differentially Private Structural Entropy Minimization for Unsupervised Social Event Detection ↗Zhiwei Yang, Yuecen Wei, Haoran Li et al.7 citations
  51. An End-to-End Reinforcement Learning Based Approach for Micro-View Order-Dispatching in Ride-Hailing ↗Xiaohe Yue, Yiran Liu, Fangzhou Shi et al.7 citations
  52. Ask or Recommend: An Empirical Study on Conversational Product Search ↗Heli Ma, Jie Zou, Mohammad Aliannejadi et al.7 citations
  53. EASE: Learning Lightweight Semantic Feature Adapters from Large Language Models for CTR Prediction ↗Zexuan Qiu, Jieming Zhu, Yankai Chen et al.7 citations
  54. Enhancing E-Commerce Query Rewriting: A Large Language Model Approach with Domain-Specific Pre-Training and Reinforcement Learning ↗Aijun Dai, Zhenyu Zhu, Haiqing Hu et al.7 citations
  55. Graph Anomaly Detection with Adaptive Node Mixup ↗Qinghai Zhou, Yuzhong Chen, Zhe Xu et al.7 citations
  56. Interaction-level Membership Inference Attack against Recommender Systems with Long-tailed Distribution ↗Da Zhong, Xiuling Wang, Zhichao Xu et al.7 citations
  57. Irregularity-Informed Time Series Analysis: Adaptive Modelling of Spatial and Temporal Dynamics ↗Liangwei Nathan Zheng, Zhengyang Li, Chang George Dong et al.7 citations
  58. Leveraging Large Language Models for Improving Keyphrase Generation for Contextual Targeting ↗Xiao Bai, Xue Mei Wu, Ivan Stojković et al.7 citations
  59. MultiLoRA: Multi-Directional Low Rank Adaptation for Multi-Domain Recommendation ↗Zijian Song, Wenhan Zhang, Lifang Deng et al.7 citations
  60. Noise-Resilient Unsupervised Graph Representation Learning via Multi-Hop Feature Quality Estimation ↗Shiyuan Li, Yixin Liu, Qingfeng Chen et al.7 citations
  61. PRISM: Mitigating EHR Data Sparsity via Learning from Missing Feature Calibrated Prototype Patient Representations ↗Yinghao Zhu, Zixiang Wang, Long He et al.7 citations
  62. Pareto-based Multi-Objective Recommender System with Forgetting Curve ↗Jipeng Jin, Zhaoxiang Zhang, Zhiheng Li et al.7 citations
  63. PlayBest: Professional Basketball Player Behavior Synthesis via Planning with Diffusion ↗Xiusi Chen, Wei‐Yao Wang, Ziniu Hu et al.7 citations
  64. Preference Prototype-Aware Learning for Universal Cross-Domain Recommendation ↗Yuxi Zhang, Ji Zhang, Feiyang Xu et al.7 citations
  65. RD-P: A Trustworthy Retrieval-Augmented Prompter with Knowledge Graphs for LLMs ↗Yubo Huang, Guosun Zeng7 citations
  66. Reformulating Conversational Recommender Systems as Tri-Phase Offline Policy Learning ↗Gangyi Zhang, Chongming Gao, Hang Pan et al.7 citations
  67. Revolutionizing Biomarker Discovery: Leveraging Generative AI for Bio-Knowledge-Embedded Continuous Space Exploration ↗Wangyang Ying, Dongjie Wang, Xuanming Hu et al.7 citations
  68. STIR: Siamese Transformer for Image Retrieval Postprocessing ↗Aleksei Shabanov, Aleksei Tarasov, Sergey Nikolenko7 citations
  69. Social Influence Learning for Recommendation Systems ↗Ximing Chen, Pui Ieng Lei, Yijun Sheng et al.7 citations
  70. StatioCL : Contrastive Learning for Time Series via Non-Stationary and Temporal Contrast ↗Yu Yvonne Wu, Ting Dang, Dimitris Spathis et al.7 citations
  71. Teach Harder, Learn Poorer: Rethinking Hard Sample Distillation for GNN-to-MLP Knowledge Distillation ↗Lirong Wu, Yunfan Liu, Haitao Lin et al.7 citations
  72. Time-Sensitve Retrieval-Augmented Generation for Question Answering ↗Feifan Wu, Lingyuan Liu, Wentao He et al.7 citations
  73. TrafCL: Robust Encrypted Malicious Traffic Detection via Contrastive Learning ↗Xiaodu Yang, Sijie Ruan, Jinyu Li et al.7 citations
  74. Trojan Activation Attack: Red-Teaming Large Language Models using Steering Vectors for Safety-Alignment ↗Haoran Wang, Kai Shu7 citations
  75. pyPANTERA: A Python PAckage for Natural language obfuscaTion Enforcing pRivacy & Anonymization ↗Francesco Luigi De Faveri, Guglielmo Faggioli, Nicola Ferro7 citations
  76. A GAIL Fine-Tuned LLM Enhanced Framework for Low-Resource Knowledge Graph Question Answering ↗Zhiqiang Zhang, Liqiang Wen, Wen Ping Zhao6 citations
  77. AdaTM: Fine-grained Urban Flow Inference with Adaptive Knowledge Transfer across Multiple Cities ↗Yuhao Zheng, Jinyang Wu, Zihao Cai et al.6 citations
  78. Behavior-aware Sparse Trajectory Recovery in Last-mile Delivery with Multi-scale Attention Fusion ↗Hai Wang, Shuai Wang, Li Lin et al.6 citations
  79. Bots Shield Fake News: Adversarial Attack on User Engagement based Fake News Detection ↗Lanjun Wang, Zehao Wang, Le Wu et al.6 citations
  80. CADIF-OSN: Detecting Cloned Accounts with Missing Profile Attributes on Online Social Networks ↗Dewei Ning, Yong-Feng Ge, Hua Wang et al.6 citations
  81. CKNN: Cleansed k-Nearest Neighbor for Unsupervised Video Anomaly Detection ↗Jihun Yi, Sungroh Yoon6 citations
  82. CLR2G: Cross modal Contrastive Learning on Radiology Report Generation ↗Hongchen Xue, Qingzhi Ma, Guanfeng Liu et al.6 citations
  83. Calibration-Disentangled Learning and Relevance-Prioritized Reranking for Calibrated Sequential Recommendation ↗Hyunsik Jeon, Se-eun Yoon, Julian McAuley6 citations
  84. Contrasformer: A Brain Network Contrastive Transformer for Neurodegenerative Condition Identification ↗Jiaxing Xu, Kai He, Mengcheng Lan et al.6 citations
  85. Contrastive Learning on Medical Intents for Sequential Prescription Recommendation ↗Arya Hadizadeh Moghaddam, Mohsen Nayebi Kerdabadi, Mei Liu et al.6 citations
  86. DFLStar: A Decentralized Federated Learning Framework with Self-Knowledge Distillation and Participant Selection ↗Behnaz Soltani, Venus Haghighi, Yipeng Zhou et al.6 citations
  87. Devil in the Tail: A Multi-Modal Framework for Drug-Drug Interaction Prediction in Long Tail Distinction ↗Liangwei Nathan Zheng, Chang George Dong, Wei Emma Zhang et al.6 citations
  88. DiHAN: A Novel Dynamic Hierarchical Graph Attention Network for Fake News Detection ↗Ya-Ting Chang, Zhibo Hu, Xiaoyu Li et al.6 citations
  89. EFVAE: Efficient Federated Variational Autoencoder for Collaborative Filtering ↗Lu Zhang, Qian Rong, Xuanang Ding et al.6 citations
  90. Enhancing Anomaly Detection via Generating Diversified and Hard-to-distinguish Synthetic Anomalies ↗Hyun-Tae Kim, Changhee Lee6 citations
  91. Evolving to the Future: Unseen Event Adaptive Fake News Detection on Social Media ↗Zhang Jiajun, Zhixun Li, Qiang Liu et al.6 citations
  92. FGITrans: Cross-City Transformer for Fine-grained Urban Flow Inference ↗Yuhao Zheng, Yishuo Cai, Zihao Cai et al.6 citations
  93. Fairness in Large Language Models in Three Hours ↗Thang Viet Doan, Zichong Wang, Nhat Hoang et al.6 citations
  94. Federated Heterogeneous Contrastive Distillation for Molecular Representation Learning ↗Jinjia Feng, Zhen Wang, Zhewei Wei et al.6 citations
  95. Feedback Reciprocal Graph Collaborative Filtering ↗Weijun Chen, Yuanchen Bei, Qijie Shen et al.6 citations
  96. Hypergraph Hash Learning for Efficient Trajectory Similarity Computation ↗Yuan Cao, Lei Li, Xiangru Chen et al.6 citations
  97. LLM-Empowered Few-Shot Node Classification on Incomplete Graphs with Real Node Degrees ↗Yun Li, Yi Yang, Jiaqi Zhu et al.6 citations
  98. LTBoost: Boosted Hybrids of Ensemble Linear and Gradient Algorithms for the Long-term Time Series Forecasting ↗Hubert Truchan, Christian Kalfar, Zahra Ahmadi6 citations
  99. MoTTo: Scalable Motif Counting with Time-aware Topology Constraint for Large-scale Temporal Graphs ↗Jue Li, Jianpeng Qi, Yueling Huang et al.6 citations
  100. Multi-view Causal Graph Fusion Based Anomaly Detection in Cyber-Physical Infrastructures ↗Arun Vignesh Malarkkan, Dongjie Wang, Yanjie Fu6 citations

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