---
title: "CIKM 2024 — all accepted papers with summaries and citations"
description: "All 697 papers of CIKM 2024 · page 1 of 7, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/acm-international-conference-on-information-and-knowledge-management-cikm/2024/papers/"
---
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# CIKM 2024: all accepted papers

697 papers · page 1 of 7 · the most cited first · [← CIKM 2024](https://md.research.elamur.ai/free/en/venues/acm-international-conference-on-information-and-knowledge-management-cikm/2024/)

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1. **[RCAgent: Cloud Root Cause Analysis by Autonomous Agents with Tool-Augmented Large Language Models ↗](https://doi.org/10.1145/3627673.3680016)**Zefan Wang, Z.G Liu, Y. Zhang et al.*96 citations*
2. **[Learnable Item Tokenization for Generative Recommendation ↗](https://doi.org/10.1145/3627673.3679569)**Wenjie Wang, Honghui Bao, Xinyu Lin et al.*64 citations*
3. **[Let Silence Speak: Enhancing Fake News Detection with Generated Comments from Large Language Models ↗](https://doi.org/10.1145/3627673.3679519)**Qiong Nan, Qiang Sheng, Juan Cao et al.*64 citations*
4. **[RecDiff: Diffusion Model for Social Recommendation ↗](https://doi.org/10.1145/3627673.3679630)**Zongwei Li, Lianghao Xia, Chao Huang*48 citations*
5. **[AlignRec: Aligning and Training in Multimodal Recommendations ↗](https://doi.org/10.1145/3627673.3679626)**Yifan Liu, Kangning Zhang, Xiangyuan Ren et al.*46 citations*
6. **[LawLLM: Law Large Language Model for the US Legal System ↗](https://doi.org/10.1145/3627673.3680020)**Dong Shu, Haoran Zhao, Xukun Liu et al.*45 citations*
7. **[Multivariate Time-Series Anomaly Detection based on Enhancing Graph Attention Networks with Topological Analysis ↗](https://doi.org/10.1145/3627673.3679614)**Zhe Liu, Xiang Huang, Jingyun Zhang et al.*44 citations*
8. **[Context Matters: Enhancing Sequential Recommendation with Context-aware Diffusion-based Contrastive Learning ↗](https://doi.org/10.1145/3627673.3679655)**Ziqiang Cui, Haolun Wu, Bowei He et al.*40 citations*
9. **[TWIN V2: Scaling Ultra-Long User Behavior Sequence Modeling for Enhanced CTR Prediction at Kuaishou ↗](https://doi.org/10.1145/3627673.3680030)**Zihua Si, Lin Guan, Zhongxiang Sun et al.*40 citations*
10. **[Multi-Behavior Generative Recommendation ↗](https://doi.org/10.1145/3627673.3679730)**Zihan Liu, Yupeng Hou, Julian McAuley*37 citations*
11. **[MTSCI: A Conditional Diffusion Model for Multivariate Time Series Consistent Imputation ↗](https://doi.org/10.1145/3627673.3679532)**Jianping Zhou, Junhao Li, Guanjie Zheng et al.*35 citations*
12. **[SINKT: A Structure-Aware Inductive Knowledge Tracing Model with Large Language Model ↗](https://doi.org/10.1145/3627673.3679760)**Lingyue Fu, Hao Guan, Kounianhua Du et al.*32 citations*
13. **[Large Language Models Enhanced Collaborative Filtering ↗](https://doi.org/10.1145/3627673.3679558)**Zhongxiang Sun, Zihua Si, Xiaoxue Zang et al.*31 citations*
14. **[EMERGE: Enhancing Multimodal Electronic Health Records Predictive Modeling with Retrieval-Augmented Generation ↗](https://doi.org/10.1145/3627673.3679582)**Yinghao Zhu, Changyu Ren, Zixiang Wang et al.*30 citations*
15. **[Can LLMs Reason Like Humans? Assessing Theory of Mind Reasoning in LLMs for Open-Ended Questions ↗](https://doi.org/10.1145/3627673.3679832)**Maryam Amirizaniani, Elias Martin, Maryna Sivachenko et al.*29 citations*
16. **[CausalMed: Causality-Based Personalized Medication Recommendation Centered on Patient Health State ↗](https://doi.org/10.1145/3627673.3679542)**Xiang Li, Shunpan Liang, Yu Lei et al.*28 citations*
17. **[Multimodal Misinformation Detection using Large Vision-Language Models ↗](https://doi.org/10.1145/3627673.3679826)**Sahar Tahmasebi, Eric Müller-Budack, Ralph Ewerth*28 citations*
18. **[City Foundation Models for Learning General Purpose Representations from OpenStreetMap ↗](https://doi.org/10.1145/3627673.3679662)**Pasquale Balsebre, Weiming Huang, Gao Cong et al.*26 citations*
19. **[Tackling Noisy Clients in Federated Learning with End-to-end Label Correction ↗](https://doi.org/10.1145/3627673.3679550)**Xuefeng Jiang, Sheng Sun, Jia Li et al.*26 citations*
20. **[Empowering Private Tutoring by Chaining Large Language Models ↗](https://doi.org/10.1145/3627673.3679665)**Yulin Chen, Ning Ding, Hai-Tao Zheng et al.*25 citations*
21. **[GUME: Graphs and User Modalities Enhancement for Long-Tail Multimodal Recommendation ↗](https://doi.org/10.1145/3627673.3679620)**Guojiao Lin, Meng Zhen, Dongjie Wang et al.*24 citations*
22. **[Sequence-level Semantic Representation Fusion for Recommender Systems ↗](https://doi.org/10.1145/3627673.3680037)**Lanling Xu, Zhen Tian, Bingqian Li et al.*24 citations*
23. **[AlignGroup: Learning and Aligning Group Consensus with Member Preferences for Group Recommendation ↗](https://doi.org/10.1145/3627673.3679697)**Jinfeng Xu, Zheyu Chen, Jinze Li et al.*23 citations*
24. **[Do We Really Need to Drop Items with Missing Modalities in Multimodal Recommendation? ↗](https://doi.org/10.1145/3627673.3679898)**Daniele Malitesta, Emanuele Rossi, Claudio Pomo et al.*23 citations*
25. **[Enhancing Taobao Display Advertising with Multimodal Representations: Challenges, Approaches and Insights ↗](https://doi.org/10.1145/3627673.3680068)**Xiang-Rong Sheng, Feifan Yang, Litong Gong et al.*22 citations*
26. **[HiQuE: Hierarchical Question Embedding Network for Multimodal Depression Detection ↗](https://doi.org/10.1145/3627673.3679797)**Juho Jung, Chaewon Kang, Jeewoo Yoon et al.*20 citations*
27. **[RecPrompt: A Self-tuning Prompting Framework for News Recommendation Using Large Language Models ↗](https://doi.org/10.1145/3627673.3679987)**Dairui Liu, Boming Yang, Honghui Du et al.*20 citations*
28. **[Urban Traffic Accident Risk Prediction Revisited: Regionality, Proximity, Similarity and Sparsity ↗](https://doi.org/10.1145/3627673.3679567)**Minxiao Chen, Haitao Yuan, Nan Jiang et al.*20 citations*
29. **[Rethinking Attention Mechanism for Spatio-Temporal Modeling: A Decoupling Perspective in Traffic Flow Prediction ↗](https://doi.org/10.1145/3627673.3679571)**Qi Yu, Weilong Ding, Hao Zhang et al.*19 citations*
30. **[When LLM Meets Hypergraph: A Sociological Analysis on Personality via Online Social Networks ↗](https://doi.org/10.1145/3627673.3679646)**Zhiyao Shu, Xiangguo Sun, Hong Cheng*19 citations*
31. **[Blind-Match: Efficient Homomorphic Encryption-Based 1:N Matching for Privacy-Preserving Biometric Identification ↗](https://doi.org/10.1145/3627673.3680017)**Hyunmin Choi, Ji‐Won Kim, Chiyoung Song et al.*18 citations*
32. **[LLaVA-Chef: A Multi-modal Generative Model for Food Recipes ↗](https://doi.org/10.1145/3627673.3679562)**Mohbat Tharani, Mohammed Javeed Zaki*18 citations*
33. **[Scalable Transformer for High Dimensional Multivariate Time Series Forecasting ↗](https://doi.org/10.1145/3627673.3679757)**Xin Zhou, Weiqing Wang, Wray Buntine et al.*18 citations*
34. **[Boosting Large Language Models with Socratic Method for Conversational Mathematics Teaching ↗](https://doi.org/10.1145/3627673.3679881)**Yuyang Ding, Hanglei Hu, Jie Zhou et al.*17 citations*
35. **[Breaking the Barrier: Utilizing Large Language Models for Industrial Recommendation Systems through an Inferential Knowledge Graph ↗](https://doi.org/10.1145/3627673.3680022)**Qian Zhao, Hao Qian, Ziqi Liu et al.*17 citations*
36. **[Collaborative Cross-modal Fusion with Large Language Model for Recommendation ↗](https://doi.org/10.1145/3627673.3679596)**Zhongzhou Liu, Hao Zhang, Kuicai Dong et al.*17 citations*
37. **[Content-Based Collaborative Generation for Recommender Systems ↗](https://doi.org/10.1145/3627673.3679692)**Yidan Wang, Zhaochun Ren, Weiwei Sun et al.*17 citations*
38. **[LLM4MSR: An LLM-Enhanced Paradigm for Multi-Scenario Recommendation ↗](https://doi.org/10.1145/3627673.3679743)**Yuhao Wang, Yichao Wang, Zichuan Fu et al.*17 citations*
39. **[LSR-IGRU: Stock Trend Prediction Based on Long Short-Term Relationships and Improved GRU ↗](https://doi.org/10.1145/3627673.3680012)**Peng Fei Zhu, Yuante Li, Yifan Hu et al.*17 citations*
40. **[MemoCRS: Memory-enhanced Sequential Conversational Recommender Systems with Large Language Models ↗](https://doi.org/10.1145/3627673.3679599)**Yunjia Xi, Weiwen Liu, Jianghao Lin et al.*17 citations*
41. **[DDIPrompt: Drug-Drug Interaction Event Prediction based on Graph Prompt Learning ↗](https://doi.org/10.1145/3627673.3679645)**Yingying Wang, Yun Xiong, Xixi Wu et al.*16 citations*
42. **[MMPolymer: A Multimodal Multitask Pretraining Framework for Polymer Property Prediction ↗](https://doi.org/10.1145/3627673.3679684)**Fanmeng Wang, Wentao Guo, Minjie Cheng et al.*16 citations*
43. **[Mitigating Cold-Start Problems in Knowledge Tracing with Large Language Models: An Attribute-aware Approach ↗](https://doi.org/10.1145/3627673.3679664)**Yuxiang Guo, Shuanghong Shen, Qi Liu et al.*16 citations*
44. **[Distilling Large Language Models for Text-Attributed Graph Learning ↗](https://doi.org/10.1145/3627673.3679830)**Bo Pan, Zheng Zhang, Yifei Zhang et al.*15 citations*
45. **[Enhancing Relevance of Embedding-based Retrieval at Walmart ↗](https://doi.org/10.1145/3627673.3680047)**Juexin Lin, Sachin Yadav, Feng Liu et al.*15 citations*
46. **[HGCH: A Hyperbolic Graph Convolution Network Model for Heterogeneous Collaborative Graph Recommendation ↗](https://doi.org/10.1145/3627673.3679701)**Lu Zhang, Ning Wu*15 citations*
47. **[Hierarchical Structure Construction on Hypergraphs ↗](https://doi.org/10.1145/3627673.3679765)**Qi Luo, Wenjie Zhang, Zhengyi Yang et al.*15 citations*
48. **[MuLe : Multi-Grained Graph Learning for Multi-Behavior Recommendation ↗](https://doi.org/10.1145/3627673.3679709)**Seunghan Lee, Geonwoo Ko, Hyun-Je Song et al.*15 citations*
49. **[RealTCD: Temporal Causal Discovery from Interventional Data with Large Language Model ↗](https://doi.org/10.1145/3627673.3680042)**Peiwen Li, Xin Wang, Zeyang Zhang et al.*15 citations*
50. **[Robust Federated Unlearning ↗](https://doi.org/10.1145/3627673.3679817)**Xinyi Sheng, Wei Bao, Liming Ge*15 citations*
51. **[UniMEL: A Unified Framework for Multimodal Entity Linking with Large Language Models ↗](https://doi.org/10.1145/3627673.3679793)**Qi Liu, Yongyi He, Tong Xu et al.*15 citations*
52. **[Aligning Large Language Model with Direct Multi-Preference Optimization for Recommendation ↗](https://doi.org/10.1145/3627673.3679611)**Zhuoxi Bai, Ning Wu, Fengyu Cai et al.*14 citations*
53. **[Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation ↗](https://doi.org/10.1145/3627673.3679642)**Baoyu Jing, Dawei Zhou, Kan Ren et al.*14 citations*
54. **[Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models ↗](https://doi.org/10.1145/3627673.3679673)**Derong Xu, Ziheng Zhang, Zhihong Zhu et al.*14 citations*
55. **[Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering ↗](https://doi.org/10.1145/3627673.3679722)**Yucheng Shi, Qiaoyu Tan, Xuansheng Wu et al.*14 citations*
56. **[Why Misinformation is Created? Detecting them by Integrating Intent Features ↗](https://doi.org/10.1145/3627673.3679799)**Bing Wang, Ximing Li, LI Chang-chun et al.*14 citations*
57. **[Behavior-Dependent Linear Recurrent Units for Efficient Sequential Recommendation ↗](https://doi.org/10.1145/3627673.3679717)**Chengkai Liu, Jianghao Lin, Hanzhou Liu et al.*13 citations*
58. **[Efficient and Robust Regularized Federated Recommendation ↗](https://doi.org/10.1145/3627673.3679682)**Langming Liu, Wanyu Wang, Xiangyu Zhao et al.*13 citations*
59. **[General Time Transformer: an Encoder-only Foundation Model for Zero-Shot Multivariate Time Series Forecasting ↗](https://doi.org/10.1145/3627673.3679931)**Cheng Feng, Long Huang, Denis Krompaß*13 citations*
60. **[GeoReasoner: Reasoning On Geospatially Grounded Context For Natural Language Understanding ↗](https://doi.org/10.1145/3627673.3679934)**Yibo Yan, Joey Lee*13 citations*
61. **[Higher-order Spatio-temporal Physics-incorporated Graph Neural Network for Multivariate Time Series Imputation ↗](https://doi.org/10.1145/3627673.3679775)**Guojun Liang, Prayag Tiwari, Sławomir Nowaczyk et al.*13 citations*
62. **[LAMRec: Label-aware Multi-view Drug Recommendation ↗](https://doi.org/10.1145/3627673.3679656)**Yunsen Tang, Ning Liu, Haitao Yuan et al.*13 citations*
63. **[LEX-GNN: Label-Exploring Graph Neural Network for Accurate Fraud Detection ↗](https://doi.org/10.1145/3627673.3679956)**Woochang Hyun, Insoo Lee, Bongwon Suh*13 citations*
64. **[MV-BART: Multi-view BART for Multi-modal Sarcasm Detection ↗](https://doi.org/10.1145/3627673.3679570)**Xingjie Zhuang, Fengling Zhou, Zhixin Li*13 citations*
65. **[Post-Quantum Searchable Encryption Supporting User-Authorization for Outsourced Data Management ↗](https://doi.org/10.1145/3627673.3679522)**Shiyuan Xu, Yibo Cao, Xue Chen et al.*13 citations*
66. **[SAQRec: Aligning Recommender Systems to User Satisfaction via Questionnaire Feedback ↗](https://doi.org/10.1145/3627673.3679643)**Kepu Zhang, Teng Shi, Sunhao Dai et al.*13 citations*
67. **[Self-Supervision Improves Diffusion Models for Tabular Data Imputation ↗](https://doi.org/10.1145/3627673.3679829)**Yixin Liu, Thalaiyasingam Ajanthan, Hisham Husain et al.*13 citations*
68. **[Transforming Digital Forensics with Large Language Models: Unlocking Automation, Insights, and Justice ↗](https://doi.org/10.1145/3627673.3679091)**Eric Xu, Wenbin Zhang, Weifeng Xu*13 citations*
69. **[UGAD: Universal Generative AI Detector utilizing Frequency Fingerprints ↗](https://doi.org/10.1145/3627673.3680085)**Inzamamul Alam, Muhammad Shahid Muneer, Simon S. Woo*13 citations*
70. **[Chain-of-Layer: Iteratively Prompting Large Language Models for Taxonomy Induction from Limited Examples ↗](https://doi.org/10.1145/3627673.3679608)**Qingkai Zeng, Yuyang Bai, Zhaoxuan Tan et al.*12 citations*
71. **[DRFormer: Multi-Scale Transformer Utilizing Diverse Receptive Fields for Long Time-Series Forecasting ↗](https://doi.org/10.1145/3627673.3679724)**Ruixin Ding, Yuqi Chen, Yu-Ting Lan et al.*12 citations*
72. **[ERASE: Error-Resilient Representation Learning on Graphs for Label Noise Tolerance ↗](https://doi.org/10.1145/3627673.3679552)**Ling-Hao Chen, Yuanshuo Zhang, Taohua Huang et al.*12 citations*
73. **[Enhanced Retrieval Effectiveness through Selective Query Generation ↗](https://doi.org/10.1145/3627673.3679912)**Seyed Mohammad Bagher Hosseini, Negar Arabzadeh, Morteza Zihayat et al.*12 citations*
74. **[Enhancing Content-based Recommendation via Large Language Model ↗](https://doi.org/10.1145/3627673.3679913)**Wentao Xu, Qianqian Xie, Shuo Yang et al.*12 citations*
75. **[Explainable Stock Price Movement Prediction using Contrastive Learning ↗](https://doi.org/10.1145/3627673.3679544)**Kelvin Du, Rui Mao, Frank Xing et al.*12 citations*
76. **[PTM-Mamba: A PTM-Aware Protein Language Model with Bidirectional Gated Mamba Blocks ↗](https://doi.org/10.1145/3627673.3680276)**Zhangzhi Peng*12 citations*
77. **[Pairing Clustered Inverted Indexes with κ-NN Graphs for Fast Approximate Retrieval over Learned Sparse Representations ↗](https://doi.org/10.1145/3627673.3679977)**Sebastian Bruch, Franco Maria Nardini, Cosimo Rulli et al.*12 citations*
78. **[Preliminary Study on Incremental Learning for Large Language Model-based Recommender Systems ↗](https://doi.org/10.1145/3627673.3679922)**Tianhao Shi, Yang Zhang, Zhijian Xu et al.*12 citations*
79. **[Prompt-Based Spatio-Temporal Graph Transfer Learning ↗](https://doi.org/10.1145/3627673.3679554)**Junfeng Hu, Xu Liu, Zhencheng Fan et al.*12 citations*
80. **[AI Agent for Information Retrieval: Generating and Ranking ↗](https://doi.org/10.1145/3627673.3680120)**Yongfeng Zhang, Zhiwei Liu, Qingsong Wen et al.*11 citations*
81. **[AuditLLM: A Tool for Auditing Large Language Models Using Multiprobe Approach ↗](https://doi.org/10.1145/3627673.3679222)**Maryam Amirizaniani, Elias Martin, Tanya G. Roosta et al.*11 citations*
82. **[Beyond Over-smoothing: Uncovering the Trainability Challenges in Deep Graph Neural Networks ↗](https://doi.org/10.1145/3627673.3679776)**Jie Peng, Runlin Lei, Zhewei Wei*11 citations*
83. **[Bubble Sketch: A High-performance and Memory-efficient Sketch for Finding Top- k Items in Data Streams ↗](https://doi.org/10.1145/3627673.3679882)**Lu Cao, Qilong Shi, Yuxi Liu et al.*11 citations*
84. **[Channel-Aware Low-Rank Adaptation in Time Series Forecasting ↗](https://doi.org/10.1145/3627673.3679884)**Tong Nie, Yuewen Mei, Guoyang Qin et al.*11 citations*
85. **[Hierarchical Spatio-Temporal Graph Learning Based on Metapath Aggregation for Emergency Supply Forecasting ↗](https://doi.org/10.1145/3627673.3679854)**Li Lin, Kaiwen Xia, Anqi Zheng et al.*11 citations*
86. **[Hyperbolic Contrastive Learning for Cross-Domain Recommendation ↗](https://doi.org/10.1145/3627673.3679572)**Xin Yang, Heng Chang, Zhijian Lai et al.*11 citations*
87. **[Post-Training Embedding Enhancement for Long-Tail Recommendation ↗](https://doi.org/10.1145/3627673.3679978)**Geon Lee, Kyung-Ho Kim, Kijung Shin*11 citations*
88. **[iRAG: Advancing RAG for Videos with an Incremental Approach ↗](https://doi.org/10.1145/3627673.3680088)**Md Adnan Arefeen, Biplob K. Debnath, Md Yusuf Sarwar Uddin et al.*11 citations*
89. **[Bridging User Dynamics: Transforming Sequential Recommendations with Schrödinger Bridge and Diffusion Models ↗](https://doi.org/10.1145/3627673.3679756)**W. Xie, Rui Zhou, Hao Wang et al.*10 citations*
90. **[CancerKG.ORG - A Web-scale, Interactive, Verifiable Knowledge Graph-LLM Hybrid for Assisting with Optimal Cancer Treatment and Care ↗](https://doi.org/10.1145/3627673.3680094)**Michael N. Gubanov, Anna L. Pyayt, Aleksandra M. Karolak*10 citations*
91. **[Frontiers of Large Language Model-Based Agentic Systems - Construction, Efficacy and Safety ↗](https://doi.org/10.1145/3627673.3679105)**Jia He, Reshmi Ghosh, Kabir Walia et al.*10 citations*
92. **[Identifying Disinformation from Online Social Media via Dynamic Modeling across Propagation Stages ↗](https://doi.org/10.1145/3627673.3679788)**Shuai Xu, Jianqiu Xu, Shuo Yu et al.*10 citations*
93. **[MalLight: Influence-Aware Coordinated Traffic Signal Control for Traffic Signal Malfunctions ↗](https://doi.org/10.1145/3627673.3679605)**Qinchen Yang, Zejun Xie, Hua Wei et al.*10 citations*
94. **[The Elusiveness of Detecting Political Bias in Language Models ↗](https://doi.org/10.1145/3627673.3680002)**Riccardo Lunardi, David La Barbera, Kevin Roitero*10 citations*
95. **[UniRec: A Dual Enhancement of Uniformity and Frequency in Sequential Recommendations ↗](https://doi.org/10.1145/3627673.3679689)**Yang Liu, Yitong Wang, Chenyue Feng*10 citations*
96. **[Zero-shot Knowledge Graph Question Generation via Multi-agent LLMs and Small Models Synthesis ↗](https://doi.org/10.1145/3627673.3679805)**Runhao Zhao, Jiuyang Tang, Weixin Zeng et al.*10 citations*
97. **[Aligning Large Language Models to a Domain-specific Graph Database for NL2GQL ↗](https://doi.org/10.1145/3627673.3679713)**Yuanyuan Liang, Keren Tan, Tingyu Xie et al.*9 citations*
98. **[ChefFusion: Multimodal Foundation Model Integrating Recipe and Food Image Generation ↗](https://doi.org/10.1145/3627673.3679885)**Peiyu Li, Xiaobao Huang, Yijun Tian et al.*9 citations*
99. **[Collaborative Alignment for Recommendation ↗](https://doi.org/10.1145/3627673.3679535)**Chen Wang, Liangwei Yang, Zhiwei Liu et al.*9 citations*
100. **[Do We Really Need Graph Convolution During Training? Light Post-Training Graph-ODE for Efficient Recommendation ↗](https://doi.org/10.1145/3627673.3679773)**Weizhi Zhang, Liangwei Yang, Zihe Song et al.*9 citations*

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