📰 CIKM 2024 — accepted papers

CIKM 2024 is the 2024 edition of the ACM International Conference on Information and Knowledge Management (CIKM). OpenAlex lists 697 papers of it; our library holds 2 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. RCAgent: Cloud Root Cause Analysis by Autonomous Agents with Tool-Augmented Large Language Models ↗Zefan Wang, Z.G Liu, Y. Zhang et al.96 citations
2. Learnable Item Tokenization for Generative Recommendation ↗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 ↗Qiong Nan, Qiang Sheng, Juan Cao et al.64 citations
4. RecDiff: Diffusion Model for Social Recommendation ↗Zongwei Li, Lianghao Xia, Chao Huang48 citations
5. AlignRec: Aligning and Training in Multimodal Recommendations ↗Yifan Liu, Kangning Zhang, Xiangyuan Ren et al.46 citations
6. LawLLM: Law Large Language Model for the US Legal System ↗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 ↗Zhe Liu, Xiang Huang, Jingyun Zhang et al.44 citations
8. Context Matters: Enhancing Sequential Recommendation with Context-aware Diffusion-based Contrastive Learning ↗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 ↗Zihua Si, Lin Guan, Zhongxiang Sun et al.40 citations
10. Multi-Behavior Generative Recommendation ↗Zihan Liu, Yupeng Hou, Julian McAuley37 citations

All accepted papers (697)

The most cited first; 2 with our summary link to their page here, the others to the original.

1. RCAgent: Cloud Root Cause Analysis by Autonomous Agents with Tool-Augmented Large Language Models ↗Zefan Wang, Z.G Liu, Y. Zhang et al.96 citations
2. Learnable Item Tokenization for Generative Recommendation ↗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 ↗Qiong Nan, Qiang Sheng, Juan Cao et al.64 citations
4. RecDiff: Diffusion Model for Social Recommendation ↗Zongwei Li, Lianghao Xia, Chao Huang48 citations
5. AlignRec: Aligning and Training in Multimodal Recommendations ↗Yifan Liu, Kangning Zhang, Xiangyuan Ren et al.46 citations
6. LawLLM: Law Large Language Model for the US Legal System ↗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 ↗Zhe Liu, Xiang Huang, Jingyun Zhang et al.44 citations
8. Context Matters: Enhancing Sequential Recommendation with Context-aware Diffusion-based Contrastive Learning ↗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 ↗Zihua Si, Lin Guan, Zhongxiang Sun et al.40 citations
10. Multi-Behavior Generative Recommendation ↗Zihan Liu, Yupeng Hou, Julian McAuley37 citations
11. MTSCI: A Conditional Diffusion Model for Multivariate Time Series Consistent Imputation ↗Jianping Zhou, Junhao Li, Guanjie Zheng et al.35 citations
12. SINKT: A Structure-Aware Inductive Knowledge Tracing Model with Large Language Model ↗Lingyue Fu, Hao Guan, Kounianhua Du et al.32 citations
13. Large Language Models Enhanced Collaborative Filtering ↗Zhongxiang Sun, Zihua Si, Xiaoxue Zang et al.31 citations
14. EMERGE: Enhancing Multimodal Electronic Health Records Predictive Modeling with Retrieval-Augmented Generation ↗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 ↗Maryam Amirizaniani, Elias Martin, Maryna Sivachenko et al.29 citations
16. CausalMed: Causality-Based Personalized Medication Recommendation Centered on Patient Health State ↗Xiang Li, Shunpan Liang, Yu Lei et al.28 citations
17. Multimodal Misinformation Detection using Large Vision-Language Models ↗Sahar Tahmasebi, Eric Müller-Budack, Ralph Ewerth28 citations
18. City Foundation Models for Learning General Purpose Representations from OpenStreetMap ↗Pasquale Balsebre, Weiming Huang, Gao Cong et al.26 citations
19. Tackling Noisy Clients in Federated Learning with End-to-end Label Correction ↗Xuefeng Jiang, Sheng Sun, Jia Li et al.26 citations
20. Empowering Private Tutoring by Chaining Large Language Models ↗Yulin Chen, Ning Ding, Hai-Tao Zheng et al.25 citations
21. GUME: Graphs and User Modalities Enhancement for Long-Tail Multimodal Recommendation ↗Guojiao Lin, Meng Zhen, Dongjie Wang et al.24 citations
22. Sequence-level Semantic Representation Fusion for Recommender Systems ↗Lanling Xu, Zhen Tian, Bingqian Li et al.24 citations
23. AlignGroup: Learning and Aligning Group Consensus with Member Preferences for Group Recommendation ↗Jinfeng Xu, Zheyu Chen, Jinze Li et al.23 citations
24. Do We Really Need to Drop Items with Missing Modalities in Multimodal Recommendation? ↗Daniele Malitesta, Emanuele Rossi, Claudio Pomo et al.23 citations
25. Enhancing Taobao Display Advertising with Multimodal Representations: Challenges, Approaches and Insights ↗Xiang-Rong Sheng, Feifan Yang, Litong Gong et al.22 citations

See all 697 papers in CIKM 2024 — accepted papers →

📄 Papers with our summary in our library (2)

The most cited first (OpenAlex citations plus our library's).

1. StepTool: Enhancing Multi-Step Tool Usage in LLMs via Step-Grained Reinforcement LearningACM International Conference on Information and Knowledge Management (CIKM)Yuanqing Yu, Zhefan Wang, Weizhi Ma, et al.2024 · 20 citations
2. Cultural Commonsense Knowledge for Intercultural DialoguesACM International Conference on Information and Knowledge Management (CIKM)Tuan-Phong Nguyen, Simon Razniewski, Gerhard Weikum2024 · 18 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🧠Language models & pretraining (1)🗨️Dialogue systems (1)🧮Reasoning (1)

📚 Fields

🎭Arts and Humanities (2)🖥️Computer Science (2)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🏢Huawei TechnologiesShenzhen · China1 work here🔬Max Planck Institute for InformaticsSaarbrücken · Germany1 work here🎓Center for Scalable Data Analytics and Artificial IntelligenceDresden · Germany1 work here🎓Technische Universität DresdenDresden · Germany1 work here🎓Tsinghua UniversityBeijing · China1 work here

works and citations from OpenAlex and our library.

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/acm-international-conference-on-information-and-knowledge-management-cikm/2024/