---
title: "ACM Transactions on Information Systems 2024 — all accepted"
description: "All 131 papers of ACM Transactions on Information Systems 2024 · page 1 of 2, the most cited first; those with our summary link to it."
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---
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# ACM Transactions on Information Systems 2024: all accepted papers

131 papers · page 1 of 2 · the most cited first · [← ACM Transactions on Information Systems 2024](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-information-systems/2024/)

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1. **[A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions](https://md.research.elamur.ai/free/en/papers/huang-2023-survey-hallucination-large-language-models/)**Lei Huang, Weijiang Yu, Weitao Ma et al.*2,379 citations · our summary*
2. **[How Can Recommender Systems Benefit from Large Language Models: A Survey ↗](https://doi.org/10.1145/3678004)**Jianghao Lin, Xinyi Dai, Yunjia Xi et al.*233 citations*
3. **[Causal Inference in Recommender Systems: A Survey and Future Directions ↗](https://doi.org/10.1145/3639048)**Chen Gao, Yu Zheng, Wenjie Wang et al.*147 citations*
4. **[Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach ↗](https://doi.org/10.1145/3708882)**Junjie Zhang, Ruobing Xie, Yupeng Hou et al.*135 citations*
5. **[CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models ↗](https://doi.org/10.1145/3701228)**Yuanjie Lyu, Zhiyu Li, Simin Niu et al.*104 citations*
6. **[Federated Recommender System Based on Diffusion Augmentation and Guided Denoising ↗](https://doi.org/10.1145/3688570)**Yicheng Di, Hongjian Shi, Xiaoming Wang et al.*101 citations*
7. **[A Survey on Recommender Systems Using Graph Neural Network ↗](https://doi.org/10.1145/3694784)**Vineeta Anand, Ashish Kumar Maurya*78 citations*
8. **[Unsupervised Social Bot Detection via Structural Information Theory ↗](https://doi.org/10.1145/3660522)**Hao Peng, Jingyun Zhang, Xiang Huang et al.*74 citations*
9. **[Contrastive Clustering Learning for Multi-Behavior Recommendation ↗](https://doi.org/10.1145/3698192)**Wei Lan, Guoxian Zhou, Qingfeng Chen et al.*64 citations*
10. **[User Behavior Simulation with Large Language Model-based Agents ↗](https://doi.org/10.1145/3708985)**Lei Wang, Jingsen Zhang, Hao Yang et al.*57 citations*
11. **[MultiCBR: Multi-view Contrastive Learning for Bundle Recommendation ↗](https://doi.org/10.1145/3640810)**Yunshan Ma, Yingzhi He, Xiang Wang et al.*42 citations*
12. **[Privacy-preserving Cross-domain Recommendation with Federated Graph Learning ↗](https://doi.org/10.1145/3653448)**Changxin Tian, Yuexiang Xie, Xu Chen et al.*41 citations*
13. **[Multi-Behavior Recommendation with Personalized Directed Acyclic Behavior Graphs ↗](https://doi.org/10.1145/3696417)**Xi Zhu, Fake Lin, Ziwei Zhao et al.*36 citations*
14. **[Should Fairness be a Metric or a Model? A Model-based Framework for Assessing Bias in Machine Learning Pipelines ↗](https://doi.org/10.1145/3641276)**John Patrick Lalor, Ahmed Abbasi, Kezia Oketch et al.*33 citations*
15. **[A Unified Framework for Multi-Domain CTR Prediction via Large Language Models ↗](https://doi.org/10.1145/3698878)**Zichuan Fu, Xiangyang Li, Chuhan Wu et al.*31 citations*
16. **[Collaborative Sequential Recommendations via Multi-view GNN-transformers ↗](https://doi.org/10.1145/3649436)**Tianze Luo, Yong Liu, Sinno Jialin Pan*31 citations*
17. **[Counterfactual Explanation for Fairness in Recommendation ↗](https://doi.org/10.1145/3643670)**Xiangmeng Wang, Qian Li, Dianer Yu et al.*31 citations*
18. **[Average User-Side Counterfactual Fairness for Collaborative Filtering ↗](https://doi.org/10.1145/3656639)**Pengyang Shao, Le Wu, Kun Zhang et al.*30 citations*
19. **[When Automated Assessment Meets Automated Content Generation: Examining Text Quality in the Era of GPTs ↗](https://doi.org/10.1145/3702639)**Marialena Bevilacqua, Kezia Oketch, Ruiyang Qin et al.*30 citations*
20. **[RecRanker: Instruction Tuning Large Language Model as Ranker for Top-k Recommendation ↗](https://doi.org/10.1145/3705728)**Sichun Luo, Bowei He, Haohan Zhao et al.*27 citations*
21. **[Post-Training Attribute Unlearning in Recommender Systems ↗](https://doi.org/10.1145/3701987)**Chaochao Chen, Yizhao Zhang, Yuyuan Li et al.*26 citations*
22. **[A Noise-Oriented and Redundancy-Aware Instance Selection Framework ↗](https://doi.org/10.1145/3705000)**Washington Luiz Miranda da Cunha, Alejandro Moreo, Andrea Esuli et al.*23 citations*
23. **[FELLAS: Enhancing Federated Sequential Recommendation with LLM as External Services ↗](https://doi.org/10.1145/3709138)**Wei Yuan, Chaoqun Yang, Guanhua Ye et al.*23 citations*
24. **[RevGNN: Negative Sampling Enhanced Contrastive Graph Learning for Academic Reviewer Recommendation ↗](https://doi.org/10.1145/3679200)**Weibin Liao, Yifan Zhu, Yanyan Li et al.*23 citations*
25. **[MvStHgL: Multi-View Hypergraph Learning with Spatial-Temporal Periodic Interests for Next POI Recommendation ↗](https://doi.org/10.1145/3664651)**Jingmin An, Ming Yu Gao, Jiafu Tang*22 citations*
26. **[Understanding Before Recommendation: Semantic Aspect-Aware Review Exploitation via Large Language Models ↗](https://doi.org/10.1145/3704999)**Fan Liu, Yaqi Liu, Huilin Chen et al.*22 citations*
27. **[ELAKT: Enhancing Locality for Attentive Knowledge Tracing ↗](https://doi.org/10.1145/3652601)**Yanjun Pu, Fang Liu, Rongye Shi et al.*21 citations*
28. **[FDKT: Towards an Interpretable Deep Knowledge Tracing via Fuzzy Reasoning ↗](https://doi.org/10.1145/3656167)**Fei Liu, Chenyang Bu, Haotian Zhang et al.*21 citations*
29. **[Graph Augmentation Empowered Contrastive Learning for Recommendation ↗](https://doi.org/10.1145/3677377)**Lixiang Xu, Yusheng Liu, Tong Xu et al.*21 citations*
30. **[One Model for All: Large Language Models Are Domain-Agnostic Recommendation Systems ↗](https://doi.org/10.1145/3705727)**Zuoli Tang, Zhaoxin Huan, Zihao Li et al.*21 citations*
31. **[PTF-FSR: A Parameter Transmission-Free Federated Sequential Recommender System ↗](https://doi.org/10.1145/3708344)**Wei Yuan, Chaoqun Yang, Liang Qu et al.*21 citations*
32. **[Adversarial Item Promotion on Visually-Aware Recommender Systems by Guided Diffusion ↗](https://doi.org/10.1145/3666088)**Lijian Chen, Wei Yuan, Tong Chen et al.*20 citations*
33. **[FIT-RAG: Black-Box RAG with Factual Information and Token Reduction ↗](https://doi.org/10.1145/3676957)**Yuren Mao, Xuemei Dong, Wenyi Xu et al.*20 citations*
34. **[Certified Unlearning for Federated Recommendation ↗](https://doi.org/10.1145/3706419)**Thanh Trung Huynh, Trong Bang Nguyen, Quoc Viet Hung Nguyen et al.*19 citations*
35. **[Cooking with Conversation: Enhancing User Engagement and Learning with a Knowledge-Enhancing Assistant ↗](https://doi.org/10.1145/3649500)**Alexander Frummet, Alessandro Speggiorin, David Elsweiler et al.*19 citations*
36. **[MCRPL: A Pretrain, Prompt, and Fine-tune Paradigm for Non-overlapping Many-to-one Cross-domain Recommendation ↗](https://doi.org/10.1145/3641860)**Hao Liu, Lei Guo, Lei Zhu et al.*19 citations*
37. **[DHyper: A Recurrent Dual Hypergraph Neural Network for Event Prediction in Temporal Knowledge Graphs ↗](https://doi.org/10.1145/3653015)**Xing Tang, Ling Chen, Hongyu Shi et al.*18 citations*
38. **[Deep Coupling Network for Multivariate Time Series Forecasting ↗](https://doi.org/10.1145/3653447)**Kun Yi, Qi Zhang, Hui He et al.*18 citations*
39. **[Denoising Alignment with Large Language Model for Recommendation ↗](https://doi.org/10.1145/3696662)**Yingtao Peng, Chen Gao, Yu Zhang et al.*18 citations*
40. **[Disentangled Dynamic Graph Attention Network for Out-of-Distribution Sequential Recommendation ↗](https://doi.org/10.1145/3701988)**Zeyang Zhang, Xin Wang, Haibo Chen et al.*18 citations*
41. **[LLM-Enhanced Composed Image Retrieval: An Intent Uncertainty-Aware Linguistic-Visual Dual Channel Matching Model ↗](https://doi.org/10.1145/3699715)**Hongfei Ge, Yuanchun Jiang, Jianshan Sun et al.*18 citations*
42. **[Personality-affected Emotion Generation in Dialog Systems ↗](https://doi.org/10.1145/3655616)**Zhiyuan Wen, Jiannong Cao, Jiaxing Shen et al.*18 citations*
43. **[TriMLP : A Foundational MLP-Like Architecture for Sequential Recommendation ↗](https://doi.org/10.1145/3670995)**Yiheng Jiang, Yuanbo Xu, Yongjian Yang et al.*18 citations*
44. **[Denoising Heterogeneous Graph Pre-training Framework for Recommendation ↗](https://doi.org/10.1145/3706632)**Lei Sang, Yu Wang, Yiwen Zhang et al.*17 citations*
45. **[On the Opportunities and Challenges of Offline Reinforcement Learning for Recommender Systems ↗](https://doi.org/10.1145/3661996)**Xiaocong Chen, Siyu Wang, Julian McAuley et al.*17 citations*
46. **[Invisible Black-Box Backdoor Attack against Deep Cross-Modal Hashing Retrieval ↗](https://doi.org/10.1145/3650205)**Tianshi Wang, Fengling Li, Lei Zhu et al.*16 citations*
47. **[MCN4Rec: Multi-level Collaborative Neural Network for Next Location Recommendation ↗](https://doi.org/10.1145/3643669)**Shuzhe Li, Wei Chen, Bin Wang et al.*16 citations*
48. **[Automated Disentangled Sequential Recommendation with Large Language Models ↗](https://doi.org/10.1145/3675164)**Xin Wang, Hong Chen, Zirui Pan et al.*15 citations*
49. **[Building a Coding Assistant via the Retrieval-Augmented Language Model ↗](https://doi.org/10.1145/3695868)**Xinze Li, Hanbin Wang, Zhenghao Liu et al.*15 citations*
50. **[City Matters! A Dual-Target Cross-City Sequential POI Recommendation Model ↗](https://doi.org/10.1145/3664284)**Ke Sun, Chenliang Li, Tieyun Qian*15 citations*
51. **[Cluster-Based Graph Collaborative Filtering ↗](https://doi.org/10.1145/3687481)**Fan Liu, Shuai Zhao, Zhiyong Cheng et al.*15 citations*
52. **[Market-aware Long-term Job Skill Recommendation with Explainable Deep Reinforcement Learning ↗](https://doi.org/10.1145/3704998)**Ying Qiu Sun, Yang Ji, Hengshu Zhu et al.*15 citations*
53. **[Relational Prompt-Based Pre-Trained Language Models for Social Event Detection ↗](https://doi.org/10.1145/3695869)**Pu Li, Xiaoyan Yu, Hao Peng et al.*15 citations*
54. **[TCGC: Temporal Collaboration-Aware Graph Co-Evolution Learning for Dynamic Recommendation ↗](https://doi.org/10.1145/3687470)**Haoran Tang, Shiqing Wu, Xueyao Sun et al.*15 citations*
55. **[Breaking Through the Noisy Correspondence: A Robust Model for Image-Text Matching ↗](https://doi.org/10.1145/3662732)**Hangkun Shi, Meng Liu, Xiaoxuan Mu et al.*14 citations*
56. **[Knowledge-Enhanced Conversational Recommendation via Transformer-Based Sequential Modeling ↗](https://doi.org/10.1145/3677376)**Jie Zou, Aixin Sun, Cheng Long et al.*14 citations*
57. **[Multi-Hop Multi-View Memory Transformer for Session-Based Recommendation ↗](https://doi.org/10.1145/3663760)**Xingrui Zhuo, Shengsheng Qian, Jun Hu et al.*13 citations*
58. **[Our Model Achieves Excellent Performance on MovieLens: What Does It Mean? ↗](https://doi.org/10.1145/3675163)**Yu-Chen Fan, Yitong Ji, Jie Zhang et al.*13 citations*
59. **[Simplify to the Limit! Embedding-Less Graph Collaborative Filtering for Recommender Systems ↗](https://doi.org/10.1145/3701230)**Yi Jun Zhang, Yiwen Zhang, Lei Sang et al.*13 citations*
60. **[Token-Event-Role Structure-Based Multi-Channel Document-Level Event Extraction ↗](https://doi.org/10.1145/3643885)**Qizhi Wan, Changxuan Wan, Keli Xiao et al.*13 citations*
61. **[AdaGIN: Adaptive Graph Interaction Network for Click-Through Rate Prediction ↗](https://doi.org/10.1145/3681785)**Lei Sang, Honghao Li, Yiwen Zhang et al.*12 citations*
62. **[Efficient and Adaptive Recommendation Unlearning: A Guided Filtering Framework to Erase Outdated Preferences ↗](https://doi.org/10.1145/3706633)**Yizhou Dang, Yuting Liu, Enneng Yang et al.*12 citations*
63. **[Listwise Generative Retrieval Models via a Sequential Learning Process ↗](https://doi.org/10.1145/3653712)**Yubao Tang, Ruqing Zhang, Jiafeng Guo et al.*12 citations*
64. **[ReCRec: Reasoning the Causes of Implicit Feedback for Debiased Recommendation ↗](https://doi.org/10.1145/3672275)**Siyi Lin, Sheng Zhou, Jiawei Chen et al.*12 citations*
65. **[Discrete Federated Multi-behavior Recommendation for Privacy-Preserving Heterogeneous One-Class Collaborative Filtering ↗](https://doi.org/10.1145/3652853)**Enyue Yang, Weike Pan, Qiang Yang et al.*11 citations*
66. **[TCKT: Tree-Based Cross-domain Knowledge Transfer for Next POI Cold-Start Recommendation ↗](https://doi.org/10.1145/3709137)**Xi Qin He, Yilin Liu, Weikang He et al.*11 citations*
67. **[Toward Bias-Agnostic Recommender Systems: A Universal Generative Framework ↗](https://doi.org/10.1145/3655617)**Zhidan Wang, Lixin Zou, Chenliang Li et al.*11 citations*
68. **[A Knowledge Graph Embedding Model for Answering Factoid Entity Questions ↗](https://doi.org/10.1145/3678003)**Parastoo Jafarzadeh, Faezeh Ensan, Mahdiyar Ali Akbar Alavi et al.*10 citations*
69. **[CAME: Competitively Learning a Mixture-of-Experts Model for First-stage Retrieval ↗](https://doi.org/10.1145/3678880)**Jiafeng Guo, Yinqiong Cai, Keping Bi et al.*10 citations*
70. **[Enhancing ID-based Recommendation with Large Language Models ↗](https://doi.org/10.1145/3704263)**Lei Chen, Chen Gao, Xiaoyi Du et al.*9 citations*
71. **[MCAP: Low-Pass GNNs with Matrix Completion for Academic Recommendations ↗](https://doi.org/10.1145/3698193)**Dan Zhang, Shaojie Zheng, Yifan Zhu et al.*9 citations*
72. **[Soft Contrastive Sequential Recommendation ↗](https://doi.org/10.1145/3665325)**Yabin Zhang, Zhenlei Wang, Wenhui Yu et al.*9 citations*
73. **[Bridging Dense and Sparse Maximum Inner Product Search ↗](https://doi.org/10.1145/3665324)**Sebastian Bruch, Franco Maria Nardini, Amir Ingber et al.*8 citations*
74. **[Intent-Oriented Dynamic Interest Modeling for Personalized Web Search ↗](https://doi.org/10.1145/3639817)**Yutong Bai, Yujia Zhou, Zhicheng Dou et al.*8 citations*
75. **[On Elastic Language Models ↗](https://doi.org/10.1145/3677375)**Chen Zhang, Benyou Wang, Dawei Song*8 citations*
76. **[Towards Unified Representation Learning for Career Mobility Analysis with Trajectory Hypergraph ↗](https://doi.org/10.1145/3651158)**Rui Zha, Ying Qiu Sun, Chuan Qin et al.*8 citations*
77. **[A Blueprint of IR Evaluation Integrating Task and User Characteristics ↗](https://doi.org/10.1145/3675162)**Kalervo Järvelin, Eero Sormunen*7 citations*
78. **[CETN: Contrast-enhanced Through Network for Click-Through Rate Prediction ↗](https://doi.org/10.1145/3688571)**Honghao Li, Lei Sang, Yi Jun Zhang et al.*7 citations*
79. **[Distributional Fairness-aware Recommendation ↗](https://doi.org/10.1145/3652854)**Hao Yang, Xian Wei Wu, Zhaopeng Qiu et al.*7 citations*
80. **[Diversifying Sequential Recommendation with Retrospective and Prospective Transformers ↗](https://doi.org/10.1145/3653016)**Chaoyu Shi, Pengjie Ren, Dongjie Fu et al.*7 citations*
81. **[Improving Semi-Supervised Text Classification with Dual Meta-Learning ↗](https://doi.org/10.1145/3648612)**Shujie Li, Guanghu Yuan, Min Yang et al.*7 citations*
82. **[Predicting Representations of Information Needs from Digital Activity Context ↗](https://doi.org/10.1145/3639819)**Tung Vuong, Tuukka Ruotsalo*7 citations*
83. **[Revisiting Bag of Words Document Representations for Efficient Ranking with Transformers ↗](https://doi.org/10.1145/3640460)**David Rau, Mostafa Dehghani, Jaap Kamps*7 citations*
84. **[SPContrastNet: A Self-Paced Contrastive Learning Model for Few-Shot Text Classification ↗](https://doi.org/10.1145/3652600)**Junfan Chen, Richong Zhang, Xiaohan Jiang et al.*7 citations*
85. **[Target-constrained Bidirectional Planning for Generation of Target-oriented Proactive Dialogue ↗](https://doi.org/10.1145/3652598)**Jian Wang, Dongding Lin, Wenjie Li*7 citations*
86. **[An Analysis on Matching Mechanisms and Token Pruning for Late-interaction Models ↗](https://doi.org/10.1145/3639818)**Qi Liu, Gang Guo, Jiaxin Mao et al.*6 citations*
87. **[Decoy Effect in Search Interaction: Understanding User Behavior and Measuring System Vulnerability ↗](https://doi.org/10.1145/3708884)**Nuo Chen, Jiqun Liu, Hanpei Fang et al.*6 citations*
88. **[Distinguish Confusion in Legal Judgment Prediction via Revised Relation Knowledge ↗](https://doi.org/10.1145/3689628)**Nuo Xu, Pinghui Wang, Junzhou Zhao et al.*6 citations*
89. **[MF-GSLAE: A Multi-Factor User Representation Pre-Training Framework for Dual-Target Cross-Domain Recommendation ↗](https://doi.org/10.1145/3690382)**Hao Wang, Mingjia Yin, Luankang Zhang et al.*6 citations*
90. **[Mixture-of-Languages Routing for Multilingual Dialogues ↗](https://doi.org/10.1145/3676956)**Jiahuan Pei, Guojun Yan, Maarten de Rijke et al.*6 citations*
91. **[Multi-Agent Attacks for Black-Box Social Recommendations ↗](https://doi.org/10.1145/3696105)**Shijie Wang, Wenqi Fan, Xiao-Yong Wei et al.*6 citations*
92. **[Passage-aware Search Result Diversification ↗](https://doi.org/10.1145/3653672)**Zhan Su, Zhicheng Dou, Yutao Zhu et al.*6 citations*
93. **[ROGER: Ranking-Oriented Generative Retrieval ↗](https://doi.org/10.1145/3603167)**Yujia Zhou, Jing Yao, Zhicheng Dou et al.*6 citations*
94. **[Revisiting Conversation Discourse for Dialogue Disentanglement ↗](https://doi.org/10.1145/3698191)**Bobo Li, Hao Fei, Fei Li et al.*6 citations*
95. **[SECON: Maintaining Semantic Consistency in Data Augmentation for Code Search ↗](https://doi.org/10.1145/3686151)**Xu Zhang, Zexu Lin, Xiaoyu Hu et al.*6 citations*
96. **[Thoroughly Modeling Multi-domain Pre-trained Recommendation as Language ↗](https://doi.org/10.1145/3708883)**Zekai Qu, Ruobing Xie, Chaojun Xiao et al.*6 citations*
97. **[Transferring Causal Mechanism over Meta-representations for Target-Unknown Cross-domain Recommendation ↗](https://doi.org/10.1145/3643807)**Shengyu Zhang, Qiaowei Miao, Ping Nie et al.*6 citations*
98. **[Adaptive Taxonomy Learning and Historical Patterns Modeling for Patent Classification ↗](https://doi.org/10.1145/3674834)**Tao Zou, Le Yu, Junchen Ye et al.*5 citations*
99. **[Can Perturbations Help Reduce Investment Risks? Risk-aware Stock Recommendation via Split Variational Adversarial Training ↗](https://doi.org/10.1145/3643131)**Jiezhu Cheng, Kaizhu Huang, Zibin Zheng*5 citations*
100. **[Distributed Recommendation Systems: Survey and Research Directions ↗](https://doi.org/10.1145/3694783)**Qiqi Cai, Jian Cao, Guandong Xu et al.*5 citations*

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