---
title: "CIKM 2024 — accepted papers — Elamur Research"
description: "CIKM 2024 — accepted papers: 2 papers in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/acm-international-conference-on-information-and-knowledge-management-cikm/2024/"
---
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# 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.

[**697** papers in the proceedings](#all) · [**2** works in our library](https://md.research.elamur.ai/free/en/venues/acm-international-conference-on-information-and-knowledge-management-cikm/2024/#works) · [**38** citations of these works](https://md.research.elamur.ai/free/en/venues/acm-international-conference-on-information-and-knowledge-management-cikm/2024/#works)

## 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 ↗](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*

## 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 ↗](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*

[See all 697 papers in CIKM 2024 — accepted papers →](https://md.research.elamur.ai/free/en/venues/acm-international-conference-on-information-and-knowledge-management-cikm/2024/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 Learning](https://md.research.elamur.ai/free/en/papers/yu-2024-steptool-enhancing-multi-step-tool/) [ACM International Conference on Information and Knowledge Management (CIKM)](https://md.research.elamur.ai/free/en/venues/acm-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 Dialogues](https://md.research.elamur.ai/free/en/papers/nguyen-2024-cultural-commonsense-knowledge-intercultural-dialogues/) [ACM International Conference on Information and Knowledge Management (CIKM)](https://md.research.elamur.ai/free/en/venues/acm-international-conference-on-information-and-knowledge-management-cikm/)**Tuan-Phong Nguyen, Simon Razniewski, Gerhard Weikum*2024 · 18 citations*

## Top topics

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

[Language models & pretraining (1)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Dialogue systems (1)](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Reasoning (1)](https://md.research.elamur.ai/free/en/topics/reasoning/)

## Fields

[Arts and Humanities (2)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (2)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

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

[🧑‍🔬**Chuhan Wu**1 work here · 20 citations](https://md.research.elamur.ai/free/en/authors/chuhan-wu/) · [🧑‍🔬**Min Zhang**1 work here · 20 citations](https://md.research.elamur.ai/free/en/authors/min-zhang/) · [🧑‍🔬**Shuai Wang**1 work here · 20 citations](https://md.research.elamur.ai/free/en/authors/shuai-wang/) · [🧑‍🔬**Weizhi Ma**1 work here · 20 citations](https://md.research.elamur.ai/free/en/authors/weizhi-ma/) · [🧑‍🔬**Gerhard Weikum**1 work here · 18 citations](https://md.research.elamur.ai/free/en/authors/gerhard-weikum/)

## Top institutions

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

[🏢**Huawei Technologies** Shenzhen · China 1 work here](https://md.research.elamur.ai/free/en/companies/huawei-technologies/) · [🔬**Max Planck Institute for Informatics** Saarbrücken · Germany 1 work here](https://md.research.elamur.ai/free/en/labs/max-planck-institute-for-informatics/) · [🎓**Center for Scalable Data Analytics and Artificial Intelligence** Dresden · Germany 1 work here](https://md.research.elamur.ai/free/en/universities/center-for-scalable-data-analytics-and-artificial-intelligence/) · [🎓**Technische Universität Dresden** Dresden · Germany 1 work here](https://md.research.elamur.ai/free/en/universities/technische-universitat-dresden/) · [🎓**Tsinghua University** Beijing · China 1 work here](https://md.research.elamur.ai/free/en/universities/tsinghua-university/)

works and citations from OpenAlex and our library.

- [← previous CIKM 2023](https://md.research.elamur.ai/free/en/venues/acm-international-conference-on-information-and-knowledge-management-cikm/2023/)
- [↑ back to CIKM](https://md.research.elamur.ai/free/en/venues/acm-international-conference-on-information-and-knowledge-management-cikm/)