---
title: "WWW 2024 — all accepted papers with summaries and citations"
description: "All 786 papers of WWW 2024 · page 1 of 8, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/acm-web-conference-www/2024/papers/"
---
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# WWW 2024: all accepted papers

786 papers · page 1 of 8 · the most cited first · [← WWW 2024](https://md.research.elamur.ai/free/en/venues/acm-web-conference-www/2024/)

**1** [2](https://md.research.elamur.ai/free/en/venues/acm-web-conference-www/2024/papers/page/2/) … [8](https://md.research.elamur.ai/free/en/venues/acm-web-conference-www/2024/papers/page/8/) [next →](https://md.research.elamur.ai/free/en/venues/acm-web-conference-www/2024/papers/page/2/)

1. **[Representation Learning with Large Language Models for Recommendation ↗](https://doi.org/10.1145/3589334.3645458)**Xubin Ren, Wei Wei, Lianghao Xia et al.*232 citations*
2. **[A Multifaceted Look at Starlink Performance ↗](https://doi.org/10.1145/3589334.3645328)**Nitinder Mohan, Andrew E. Ferguson, Hendrik L. Cech et al.*168 citations*
3. **[MentaLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models ↗](https://doi.org/10.1145/3589334.3648137)**Kailai Yang, Tianlin Zhang, Ziyan Kuang et al.*167 citations*
4. **[Is Cosine-Similarity of Embeddings Really About Similarity? ↗](https://doi.org/10.1145/3589335.3651526)**Harald Steck, Chaitanya Ekanadham, Nathan Kallus*137 citations*
5. **[UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting ↗](https://doi.org/10.1145/3589334.3645434)**Xu Liu, Junfeng Hu, Yuan Li et al.*108 citations*
6. **[Collaborative Large Language Model for Recommender Systems ↗](https://doi.org/10.1145/3589334.3645347)**Yaochen Zhu, Liang Wu, Qi Sheng Guo et al.*100 citations*
7. **[Revisiting VAE for Unsupervised Time Series Anomaly Detection: A Frequency Perspective ↗](https://doi.org/10.1145/3589334.3645710)**Zexin Wang, Changhua Pei, Minghua Ma et al.*100 citations*
8. **[AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems ↗](https://doi.org/10.1145/3589334.3645537)**Junjie Zhang, Yupeng Hou, Ruobing Xie et al.*89 citations*
9. **[Better to Ask in English: Cross-Lingual Evaluation of Large Language Models for Healthcare Queries ↗](https://doi.org/10.1145/3589334.3645643)**Yiqiao Jin, Mohit Chandra, Gaurav Verma et al.*75 citations*
10. **[Harnessing Large Language Models for Text-Rich Sequential Recommendation ↗](https://doi.org/10.1145/3589334.3645358)**Zhi Zheng, Wenshuo Chao, Zhaopeng Qiu et al.*75 citations*
11. **[UrbanCLIP: Learning Text-enhanced Urban Region Profiling with Contrastive Language-Image Pretraining from the Web ↗](https://doi.org/10.1145/3589334.3645378)**Yibo Yan, Haomin Wen, Siru Zhong et al.*71 citations*
12. **[Breaking the Time-Frequency Granularity Discrepancy in Time-Series Anomaly Detection ↗](https://doi.org/10.1145/3589334.3645556)**Youngeun Nam, Susik Yoon, Yooju Shin et al.*65 citations*
13. **[Enhancing Sequential Recommendation via LLM-based Semantic Embedding Learning ↗](https://doi.org/10.1145/3589335.3648307)**Jun Hu, Wenwen Xia, Xiaolu Zhang et al.*65 citations*
14. **[Explainable Fake News Detection with Large Language Model via Defense Among Competing Wisdom ↗](https://doi.org/10.1145/3589334.3645471)**Bo Wang, Jing Ma, Hongzhan Lin et al.*65 citations*
15. **[RecDCL: Dual Contrastive Learning for Recommendation ↗](https://doi.org/10.1145/3589334.3645533)**Dan Zhang, Yangli‐ao Geng, Wenwen Gong et al.*65 citations*
16. **[ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation ↗](https://doi.org/10.1145/3589334.3645467)**Jianghao Lin, Rong Shan, Chenxu Zhu et al.*63 citations*
17. **[Large Language Model based Long-tail Query Rewriting in Taobao Search ↗](https://doi.org/10.1145/3589335.3648298)**W. Peng, Guiyang Li, Yue Jiang et al.*62 citations*
18. **[Macro Graph Neural Networks for Online Billion-Scale Recommender Systems ↗](https://doi.org/10.1145/3589334.3645517)**Hao Chen, Yuanchen Bei, Qijie Shen et al.*57 citations*
19. **[GraphTranslator: Aligning Graph Model to Large Language Model for Open-ended Tasks ↗](https://doi.org/10.1145/3589334.3645682)**Mengmei Zhang, Mingwei Sun, Peng Wang et al.*56 citations*
20. **[Towards Explainable Harmful Meme Detection through Multimodal Debate between Large Language Models ↗](https://doi.org/10.1145/3589334.3645381)**Hongzhan Lin, Ziyang Luo, Wei Guang Gao et al.*56 citations*
21. **[Large Language Models as Data Augmenters for Cold-Start Item Recommendation ↗](https://doi.org/10.1145/3589335.3651532)**Jianling Wang, Haokai Lu, James Caverlee et al.*53 citations*
22. **[MULAN: Multi-modal Causal Structure Learning and Root Cause Analysis for Microservice Systems ↗](https://doi.org/10.1145/3589334.3645442)**Lecheng Zheng, Zhengzhang Chen, Jingrui He et al.*49 citations*
23. **[Item-side Fairness of Large Language Model-based Recommendation System ↗](https://doi.org/10.1145/3589334.3648158)**Meng Jiang, Keqin Bao, Jizhi Zhang et al.*47 citations*
24. **[Can Small Language Models be Good Reasoners for Sequential Recommendation? ↗](https://doi.org/10.1145/3589334.3645671)**Yuling Wang, Changxin Tian, Binbin Hu et al.*46 citations*
25. **[Federated Heterogeneous Graph Neural Network for Privacy-preserving Recommendation ↗](https://doi.org/10.1145/3589334.3645693)**Bo Yan, Yang Cao, Haoyu Wang et al.*46 citations*
26. **[BlockDFL: A Blockchain-based Fully Decentralized Peer-to-Peer Federated Learning Framework ↗](https://doi.org/10.1145/3589334.3645425)**Zhen Qin, Xueqiang Yan, MengChu Zhou et al.*45 citations*
27. **[Can GNN be Good Adapter for LLMs? ↗](https://doi.org/10.1145/3589334.3645627)**Xuanwen Huang, Kaiqiao Han, Yang Yang et al.*45 citations*
28. **[Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models ↗](https://doi.org/10.1145/3589334.3645611)**Kelvin J. L. Koa, Yunshan Ma, Ritchie Ng et al.*45 citations*
29. **[ClickPrompt: CTR Models are Strong Prompt Generators for Adapting Language Models to CTR Prediction ↗](https://doi.org/10.1145/3589334.3645396)**Jianghao Lin, Bo Chen, Hangyu Wang et al.*44 citations*
30. **[Distributionally Robust Graph-based Recommendation System ↗](https://doi.org/10.1145/3589334.3645598)**Bohao Wang, Jiawei Chen, Changdong Li et al.*42 citations*
31. **[Trident: A Universal Framework for Fine-Grained and Class-Incremental Unknown Traffic Detection ↗](https://doi.org/10.1145/3589334.3645407)**Ziming Zhao, Zhaoxuan Li, Zhuoxue Song et al.*42 citations*
32. **[Efficient Noise-Decoupling for Multi-Behavior Sequential Recommendation ↗](https://doi.org/10.1145/3589334.3645380)**Yongqiang Han, Hao Wang, Kefan Wang et al.*40 citations*
33. **[Blockchain Censorship ↗](https://doi.org/10.1145/3589334.3645431)**Anton Wahrstätter, Jens Ernstberger, Aviv Yaish et al.*39 citations*
34. **[Linear-Time Graph Neural Networks for Scalable Recommendations ↗](https://doi.org/10.1145/3589334.3645486)**Jiahao Zhang, Rui Xue, Wenqi Fan et al.*39 citations*
35. **[Metacognitive Retrieval-Augmented Large Language Models ↗](https://doi.org/10.1145/3589334.3645481)**Yujia Zhou, Zheng Liu, Jiajie Jin et al.*38 citations*
36. **[HetGPT: Harnessing the Power of Prompt Tuning in Pre-Trained Heterogeneous Graph Neural Networks ↗](https://doi.org/10.1145/3589334.3645685)**Yihong Ma, Ning Yan, Jiayu Li et al.*37 citations*
37. **[LinkNER: Linking Local Named Entity Recognition Models to Large Language Models using Uncertainty ↗](https://doi.org/10.1145/3589334.3645414)**Zhen Zhang, Yuhua Zhao, Hang Gao et al.*37 citations*
38. **[PromptMM: Multi-Modal Knowledge Distillation for Recommendation with Prompt-Tuning ↗](https://doi.org/10.1145/3589334.3645359)**Wei Wei, Jiabin Tang, Lianghao Xia et al.*37 citations*
39. **[Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks ↗](https://doi.org/10.1145/3589334.3645363)**Shicheng Xu, Liang Pang, Huawei Shen et al.*36 citations*
40. **[MultiGPrompt for Multi-Task Pre-Training and Prompting on Graphs ↗](https://doi.org/10.1145/3589334.3645423)**Xingtong Yu, Chang Zhou, Yuan Fang et al.*35 citations*
41. **[On the Feasibility of Simple Transformer for Dynamic Graph Modeling ↗](https://doi.org/10.1145/3589334.3645622)**Yuxia Wu, Yuan Fang, Lizi Liao*35 citations*
42. **[Rethinking Cross-Domain Sequential Recommendation under Open-World Assumptions ↗](https://doi.org/10.1145/3589334.3645351)**Wujiang Xu, Qitian Wu, Runzhong Wang et al.*35 citations*
43. **[Graph Out-of-Distribution Generalization via Causal Intervention ↗](https://doi.org/10.1145/3589334.3645604)**Qitian Wu, Fan Nie, Chenxiao Yang et al.*34 citations*
44. **[Intelligent Model Update Strategy for Sequential Recommendation ↗](https://doi.org/10.1145/3589334.3645316)**Zheqi Lv, Wenqiao Zhang, Zhengyu Chen et al.*34 citations*
45. **[Challenging Low Homophily in Social Recommendation ↗](https://doi.org/10.1145/3589334.3645460)**Wei Jiang, Xinyi Gao, Guandong Xu et al.*33 citations*
46. **[Heterogeneous Subgraph Transformer for Fake News Detection ↗](https://doi.org/10.1145/3589334.3645680)**Yuchen Zhang, Xiaoxiao Ma, Jia Xin Wu et al.*33 citations*
47. **[Interpretable Knowledge Tracing with Multiscale State Representation ↗](https://doi.org/10.1145/3589334.3645373)**Jianwen Sun, Fenghua Yu, Qian Wan et al.*33 citations*
48. **[ContraMTD: An Unsupervised Malicious Network Traffic Detection Method based on Contrastive Learning ↗](https://doi.org/10.1145/3589334.3645479)**Xueying Han, Susu Cui, Jian Qin et al.*32 citations*
49. **[DenseFlow: Spotting Cryptocurrency Money Laundering in Ethereum Transaction Graphs ↗](https://doi.org/10.1145/3589334.3645692)**Dan Lin, Jiajing Wu, Yunmei Yu et al.*32 citations*
50. **[MCFEND: A Multi-source Benchmark Dataset for Chinese Fake News Detection ↗](https://doi.org/10.1145/3589334.3645385)**Yupeng Li, Haorui He, Jin Rong Bai et al.*32 citations*
51. **[PMG : Personalized Multimodal Generation with Large Language Models ↗](https://doi.org/10.1145/3589334.3645633)**Xiaoteng Shen, Rui Zhang, Xiaoyan Zhao et al.*32 citations*
52. **[Towards Personalized Privacy: User-Governed Data Contribution for Federated Recommendation ↗](https://doi.org/10.1145/3589334.3645690)**Liang Qu, Wei Yuan, Ruiqi Zheng et al.*32 citations*
53. **[Back to the Future: Towards Explainable Temporal Reasoning with Large Language Models ↗](https://doi.org/10.1145/3589334.3645376)**Chenhan Yuan, Qianqian Xie, Jimin Huang et al.*31 citations*
54. **[Could Small Language Models Serve as Recommenders? Towards Data-centric Cold-start Recommendation ↗](https://doi.org/10.1145/3589334.3645494)**Xuansheng Wu, Huachi Zhou, Yucheng Shi et al.*31 citations*
55. **[Fast Graph Condensation with Structure-based Neural Tangent Kernel ↗](https://doi.org/10.1145/3589334.3645694)**Lin Wang, Wenqi Fan, Jiatong Li et al.*31 citations*
56. **[FedDSE: Distribution-aware Sub-model Extraction for Federated Learning over Resource-constrained Devices ↗](https://doi.org/10.1145/3589334.3645416)**Haozhao Wang, Yabo Jia, Meng Zhang et al.*31 citations*
57. **[Scalable and Effective Generative Information Retrieval ↗](https://doi.org/10.1145/3589334.3645477)**Hansi Zeng, Chen Luo, Bowen Jin et al.*31 citations*
58. **[DPAR: Decoupled Graph Neural Networks with Node-Level Differential Privacy ↗](https://doi.org/10.1145/3589334.3645531)**Qiuchen Zhang, H. Lee, Jing Ma et al.*30 citations*
59. **[Ensemble Pretrained Models for Multimodal Sentiment Analysis using Textual and Video Data Fusion ↗](https://doi.org/10.1145/3589335.3651971)**Zhicheng Liu, Ali Braytee, Ali Anaissi et al.*30 citations*
60. **[Inductive Cognitive Diagnosis for Fast Student Learning in Web-Based Intelligent Education Systems ↗](https://doi.org/10.1145/3589334.3645589)**Shuo Liu, Junhao Shen, Hong Qian et al.*30 citations*
61. **[Knowledge-Augmented Large Language Models for Personalized Contextual Query Suggestion ↗](https://doi.org/10.1145/3589334.3645404)**Jinheon Baek, Nirupama Chandrasekaran, Silviu Cucerzan et al.*30 citations*
62. **[Multimodal Conditioned Diffusion Model for Recommendation ↗](https://doi.org/10.1145/3589335.3651956)**Haokai Ma, Yimeng Yang, Lei Meng et al.*30 citations*
63. **[QUIC is not Quick Enough over Fast Internet ↗](https://doi.org/10.1145/3589334.3645323)**Xumiao Zhang, Shuowei Jin, Yi He et al.*30 citations*
64. **[SPRING: Improving the Throughput of Sharding Blockchain via Deep Reinforcement Learning Based State Placement ↗](https://doi.org/10.1145/3589334.3645386)**Pengze Li, Mingxuan Song, Mingzhe Xing et al.*30 citations*
65. **[Unveiling Delay Effects in Traffic Forecasting: A Perspective from Spatial-Temporal Delay Differential Equations ↗](https://doi.org/10.1145/3589334.3645688)**Qingqing Long, Zheng Fang, Chen Fang et al.*30 citations*
66. **[GraphPro: Graph Pre-training and Prompt Learning for Recommendation ↗](https://doi.org/10.1145/3589334.3645546)**Yuhao Yang, Lianghao Xia, Da Luo et al.*29 citations*
67. **[HD-KT: Advancing Robust Knowledge Tracing via Anomalous Learning Interaction Detection ↗](https://doi.org/10.1145/3589334.3645718)**Haiping Ma, Yong Yang, Chuan Qin et al.*29 citations*
68. **[Stable-Sketch: A Versatile Sketch for Accurate, Fast, Web-Scale Data Stream Processing ↗](https://doi.org/10.1145/3589334.3645581)**Weihe Li, Paul Patras*29 citations*
69. **[TikTok and the Art of Personalization: Investigating Exploration and Exploitation on Social Media Feeds ↗](https://doi.org/10.1145/3589334.3645600)**Karan Vombatkere, Sepehr Mousavi, Savvas Zannettou et al.*29 citations*
70. **[Co-clustering for Federated Recommender System ↗](https://doi.org/10.1145/3589334.3645626)**Xinrui He, Shuo Liu, Jacky Keung et al.*28 citations*
71. **[Consistency Guided Knowledge Retrieval and Denoising in LLMs for Zero-shot Document-level Relation Triplet Extraction ↗](https://doi.org/10.1145/3589334.3645678)**Qi Sun, Kun Huang, Xiaocui Yang et al.*28 citations*
72. **[NoteLLM: A Retrievable Large Language Model for Note Recommendation ↗](https://doi.org/10.1145/3589335.3648314)**Chao Zhang, Shiwei Wu, Haoxin Zhang et al.*28 citations*
73. **[When Federated Recommendation Meets Cold-Start Problem: Separating Item Attributes and User Interactions ↗](https://doi.org/10.1145/3589334.3645525)**Chunxu Zhang, Guodong Long, Tianyi Zhou et al.*28 citations*
74. **[Is Contrastive Learning Necessary? A Study of Data Augmentation vs Contrastive Learning in Sequential Recommendation ↗](https://doi.org/10.1145/3589334.3645661)**Peilin Zhou, You-Liang Huang, Yueqi Xie et al.*27 citations*
75. **[More Than Routing: Joint GPS and Route Modeling for Refine Trajectory Representation Learning ↗](https://doi.org/10.1145/3589334.3645644)**Zhipeng Ma, Zheyan Tu, Xinhai Chen et al.*27 citations*
76. **[Poisoning Federated Recommender Systems with Fake Users ↗](https://doi.org/10.1145/3589334.3645492)**Ming Yin, Yichang Xu, Minghong Fang et al.*27 citations*
77. **[Generative News Recommendation ↗](https://doi.org/10.1145/3589334.3645448)**Shen Gao, Jiabao Fang, Quan Tu et al.*26 citations*
78. **[Incentive and Dynamic Client Selection for Federated Unlearning ↗](https://doi.org/10.1145/3589334.3645462)**Yijing Lin, Zhipeng Gao, Hongyang Du et al.*26 citations*
79. **[BoostER: Leveraging Large Language Models for Enhancing Entity Resolution ↗](https://doi.org/10.1145/3589335.3651245)**Huahang Li, Shuangyin Li, Fei Hao et al.*25 citations*
80. **[Debiasing Recommendation with Personal Popularity ↗](https://doi.org/10.1145/3589334.3645421)**Wentao Ning, Reynold C. K. Cheng, Xiao Yan et al.*25 citations*
81. **[Towards Efficient Communication and Secure Federated Recommendation System via Low-rank Training ↗](https://doi.org/10.1145/3589334.3645702)**Ngoc-Hieu Nguyen, Tuan-Anh Nguyen, Tuan Anh Nguyen et al.*25 citations*
82. **[Unleashing the Power of Knowledge Graph for Recommendation via Invariant Learning ↗](https://doi.org/10.1145/3589334.3645576)**Shuyao Wang, Yongduo Sui, Chao Wang et al.*25 citations*
83. **[User Distribution Mapping Modelling with Collaborative Filtering for Cross Domain Recommendation ↗](https://doi.org/10.1145/3589334.3645331)**Weiming Liu, Chaochao Chen, Xinting Liao et al.*25 citations*
84. **[Dual Box Embeddings for the Description Logic EL ++ ↗](https://doi.org/10.1145/3589334.3645648)**Mathias Jackermeier, Jiaoyan Chen, Ian Horrocks*24 citations*
85. **[Knowledge Enhanced Multi-intent Transformer Network for Recommendation ↗](https://doi.org/10.1145/3589335.3648296)**Ding Zou, Wei Wei, Feida Zhu et al.*24 citations*
86. **[Learning to Rewrite Prompts for Personalized Text Generation ↗](https://doi.org/10.1145/3589334.3645408)**Cheng Li, Mingyang Zhang, Qiaozhu Mei et al.*24 citations*
87. **[MSynFD: Multi-hop Syntax Aware Fake News Detection ↗](https://doi.org/10.1145/3589334.3645468)**Xiao Qing Liang, Qi Zhang, Chongyang Shi et al.*24 citations*
88. **[Unmasking the Web of Deceit: Uncovering Coordinated Activity to Expose Information Operations on Twitter ↗](https://doi.org/10.1145/3589334.3645529)**Luca Luceri, Valeria Pantè, Keith Burghardt et al.*24 citations*
89. **[Content Moderation on Social Media in the EU: Insights From the DSA Transparency Database ↗](https://doi.org/10.1145/3589335.3651482)**Chiara Drolsbach, Nicolas Pröllochs*23 citations*
90. **[Information Retrieval Meets Large Language Models ↗](https://doi.org/10.1145/3589335.3641299)**Zheng Liu, Yujia Zhou, Yutao Zhu et al.*23 citations*
91. **[MMPOI: A Multi-Modal Content-Aware Framework for POI Recommendations ↗](https://doi.org/10.1145/3589334.3645449)**Yang Xu, Gao Cong, Lei Zhu et al.*23 citations*
92. **[Multimodal Relation Extraction via a Mixture of Hierarchical Visual Context Learners ↗](https://doi.org/10.1145/3589334.3645603)**Xiyang Liu, Chunming Hu, Richong Zhang et al.*23 citations*
93. **[Question Difficulty Consistent Knowledge Tracing ↗](https://doi.org/10.1145/3589334.3645582)**Guimei Liu, Huijing Zhan, Jung‐Jae Kim*23 citations*
94. **[Decoding YouTube's Recommendation System: A Comparative Study of Metadata and GPT-4 Extracted Narratives ↗](https://doi.org/10.1145/3589335.3651913)**Mayor Inna Gurung, Md Monoarul Islam Bhuiyan, Ahmed Al‐Taweel et al.*22 citations*
95. **[E2Usd: Efficient-yet-effective Unsupervised State Detection for Multivariate Time Series ↗](https://doi.org/10.1145/3589334.3645593)**Zhichen Lai, Huan Li, Dalin Zhang et al.*22 citations*
96. **[EXGC: Bridging Efficiency and Explainability in Graph Condensation ↗](https://doi.org/10.1145/3589334.3645551)**Junfeng Fang, Xinglin Li, Yongduo Sui et al.*22 citations*
97. **[GNNShap: Scalable and Accurate GNN Explanation using Shapley Values ↗](https://doi.org/10.1145/3589334.3645599)**Selahattin Akkas, Ariful Azad*22 citations*
98. **[GraphControl: Adding Conditional Control to Universal Graph Pre-trained Models for Graph Domain Transfer Learning ↗](https://doi.org/10.1145/3589334.3645439)**Yun Zhu, Yaoke Wang, Haizhou Shi et al.*22 citations*
99. **[Mechanism Design for Large Language Models ↗](https://doi.org/10.1145/3589334.3645511)**Paul Dütting, Vahab Mirrokni, Renato Paes Leme et al.*22 citations*
100. **[Toward Mitigating Misinformation and Social Media Manipulation in LLM Era ↗](https://doi.org/10.1145/3589335.3641256)**Y Zhang, Karishma Sharma, Lun Du et al.*22 citations*

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