---
title: "ACM Computing Surveys 2024 — all accepted papers"
description: "All 293 papers of ACM Computing Surveys 2024 · page 1 of 3, the most cited first; those with our summary link to it."
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---
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# ACM Computing Surveys 2024: all accepted papers

293 papers · page 1 of 3 · the most cited first · [← ACM Computing Surveys 2024](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2024/)

**1** [2](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2024/papers/page/2/) [3](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2024/papers/page/3/) [next →](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2024/papers/page/2/)

1. **[Deep Learning for Time Series Anomaly Detection: A Survey ↗](https://doi.org/10.1145/3691338)**Zahra Zamanzadeh Darban, Geoffrey I. Webb, Shirui Pan et al.*613 citations*
2. **[Deep Multimodal Data Fusion ↗](https://doi.org/10.1145/3649447)**Fei Zhao, Chengcui Zhang, Baocheng Geng*446 citations*
3. **[A Survey of Graph Neural Networks for Social Recommender Systems ↗](https://doi.org/10.1145/3661821)**Kartik Sharma, Yeon-Chang Lee, Sivagami Nambi et al.*268 citations*
4. **[Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey ↗](https://doi.org/10.1145/3649448)**Navid Mohammadi Foumani, Lynn Miller, Chang Wei Tan et al.*268 citations*
5. **[Lightweight Deep Learning for Resource-Constrained Environments: A Survey ↗](https://doi.org/10.1145/3657282)**Hou-I Liu, Marco Galindo, Hongxia Xie et al.*259 citations*
6. **[Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review ↗](https://doi.org/10.1145/3677119)**Sahil Verma, Varich Boonsanong, Minh Hoang et al.*255 citations*
7. **[When Federated Learning Meets Privacy-Preserving Computation ↗](https://doi.org/10.1145/3679013)**Jingxue Chen, Hang Yan, Zhiyuan Liu et al.*247 citations*
8. **[Meta-learning Approaches for Few-Shot Learning: A Survey of Recent Advances ↗](https://doi.org/10.1145/3659943)**Hassan Gharoun, Fereshteh Momenifar, Fang Chen et al.*211 citations*
9. **[Foundations & Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions ↗](https://doi.org/10.1145/3656580)**Paul Pu Liang, Amir Zadeh, Louis‐Philippe Morency*195 citations*
10. **[Pre-Trained Language Models for Text Generation: A Survey ↗](https://doi.org/10.1145/3649449)**Junyi Li, Tianyi Tang, Wayne Xin Zhao et al.*195 citations*
11. **[A Survey of AI-Generated Content (AIGC) ↗](https://doi.org/10.1145/3704262)**Yihan Cao, Siyu Li, Yixin Liu et al.*182 citations*
12. **[Tool Learning with Foundation Models](https://md.research.elamur.ai/free/en/papers/qin-2023-tool-learning-foundation-models/)**Yujia Qin, Shengding Hu, Yankai Lin et al.*177 citations · our summary*
13. **[Financial Sentiment Analysis: Techniques and Applications ↗](https://doi.org/10.1145/3649451)**Kelvin Du, Frank Xing, Rui Mao et al.*173 citations*
14. **[Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces ↗](https://doi.org/10.1145/3643806)**Jiahang Cao, Jinyuan Fang, Zaiqiao Meng et al.*171 citations*
15. **[A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers ↗](https://doi.org/10.1145/3674501)**Xiaoyan Zhao, Yang Deng, Min Yang et al.*164 citations*
16. **[Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models ↗](https://doi.org/10.1145/3645101)**Yang Liu, Dingkang Yang, Yan Wang et al.*159 citations*
17. **[Multi-Task Learning in Natural Language Processing: An Overview ↗](https://doi.org/10.1145/3663363)**Shijie Chen, Yu Zhang, Qiang Yang*143 citations*
18. **[Security, Privacy, and Decentralized Trust Management in VANETs: A Review of Current Research and Future Directions ↗](https://doi.org/10.1145/3656166)**Mishri Saleh Al-Marshoud, Mehmet Sabır Kiraz, Ali H. Al-Bayatti*143 citations*
19. **[Deep Learning for Iris Recognition: A Survey ↗](https://doi.org/10.1145/3651306)**Kien Nguyen, Hugo Proença, Fernando Alonso‐Fernandez*141 citations*
20. **[Membership Inference Attacks and Defenses in Federated Learning: A Survey ↗](https://doi.org/10.1145/3704633)**Li Bai, Haibo Hu, Qingqing Ye et al.*139 citations*
21. **[An Introduction to the Compute Express Link (CXL) Interconnect ↗](https://doi.org/10.1145/3669900)**Debendra Das Sharma, Robert Blankenship, Daniel S. Berger*134 citations*
22. **[A Survey on Federated Unlearning: Challenges, Methods, and Future Directions ↗](https://doi.org/10.1145/3679014)**Ziyao Liu, Yu Jiang, Jiyuan Shen et al.*129 citations*
23. **[A Survey on Video Diffusion Models ↗](https://doi.org/10.1145/3696415)**Zhen Xing, Qijun Feng, Haoran Chen et al.*128 citations*
24. **[Intelligent Wearable Systems: Opportunities and Challenges in Health and Sports ↗](https://doi.org/10.1145/3648469)**Luyao Yang, Osama Amin, Basem Shihada*124 citations*
25. **[Topology-aware Federated Learning in Edge Computing: A Comprehensive Survey ↗](https://doi.org/10.1145/3659205)**Jiajun Wu, Fan Dong, Henry Leung et al.*124 citations*
26. **[Time-Sensitive Networking (TSN) for Industrial Automation: Current Advances and Future Directions ↗](https://doi.org/10.1145/3695248)**Tianyu Zhang, Gang Wang, Chuanyu Xue et al.*122 citations*
27. **[Utilizing BERT for Information Retrieval: Survey, Applications, Resources, and Challenges ↗](https://doi.org/10.1145/3648471)**Jiajia Wang, Jimmy Xiangji Huang, Xinhui Tu et al.*121 citations*
28. **[An All-Inclusive Taxonomy and Critical Review of Blockchain-Assisted Authentication and Session Key Generation Protocols for IoT ↗](https://doi.org/10.1145/3645087)**Ali Shahidinejad, Jemal Abawajy*117 citations*
29. **[Multimodal Recommender Systems: A Survey ↗](https://doi.org/10.1145/3695461)**Qidong Liu, Jiaxi Hu, Yutian Xiao et al.*116 citations*
30. **[On Identity, Transaction, and Smart Contract Privacy on Permissioned and Permissionless Blockchain: A Comprehensive Survey ↗](https://doi.org/10.1145/3676164)**Wei Liang, Yaqin Liu, Ce Yang et al.*115 citations*
31. **[Social Network Analysis: A Survey on Process, Tools, and Application ↗](https://doi.org/10.1145/3648470)**Shashank Sheshar Singh, Samya Muhuri, Shivansh Mishra et al.*113 citations*
32. **[A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions ↗](https://doi.org/10.1145/3689036)**Sheng Zhou, Hongjia Xu, Zhuonan Zheng et al.*110 citations*
33. **[Privacy Preservation of Electronic Health Records in the Modern Era: A Systematic Survey ↗](https://doi.org/10.1145/3653297)**Raza Nowrozy, Khandakar Entenam Unayes Ahmed, A. S. M. Kayes et al.*110 citations*
34. **[A Review on the emerging technology of TinyML ↗](https://doi.org/10.1145/3661820)**Vasileios Tsoukas, Anargyros Gkogkidis, Eleni Boumpa et al.*106 citations*
35. **[Toward Trustworthy Artificial Intelligence (TAI) in the Context of Explainability and Robustness ↗](https://doi.org/10.1145/3675392)**Bhanu Chander, Chinju John, Lekha Warrier et al.*106 citations*
36. **[Survey on Federated Learning for Intrusion Detection System: Concept, Architectures, Aggregation Strategies, Challenges, and Future Directions ↗](https://doi.org/10.1145/3687124)**Ansam Khraisat, Ammar Alazab, Sarabjot Singh et al.*105 citations*
37. **[Deepfake Detection: A Comprehensive Survey from the Reliability Perspective ↗](https://doi.org/10.1145/3699710)**Tianyi Wang, Xin Liao, K. P. Chow et al.*102 citations*
38. **[“Are you feeling sick?” – A systematic literature review of cybersickness in virtual reality ↗](https://doi.org/10.1145/3670008)**Nilotpal Biswas, Anamitra Mukherjee, Samit Bhattacharya*98 citations*
39. **[A Practical Tutorial on Explainable AI Techniques ↗](https://doi.org/10.1145/3670685)**Adrien Bennetot, Ivan Donadello, Ayoub El Qadi et al.*95 citations*
40. **[A Survey and an Empirical Evaluation of Multi-View Clustering Approaches ↗](https://doi.org/10.1145/3645108)**Lihua Zhou, Guowang Du, Kevin Lü et al.*94 citations*
41. **[Intel TDX Demystified: A Top-Down Approach ↗](https://doi.org/10.1145/3652597)**Pau-Chen Cheng, Wojciech Ozga, Enriquillo Valdez et al.*93 citations*
42. **[A Survey of Cutting-edge Multimodal Sentiment Analysis ↗](https://doi.org/10.1145/3652149)**Upendra Singh, Kumar Abhishek, Hiteshwar Kumar Azad*89 citations*
43. **[A Survey of Multi-modal Knowledge Graphs: Technologies and Trends ↗](https://doi.org/10.1145/3656579)**Wanying Liang, Pasquale De Meo, Yong Zhong Tang et al.*89 citations*
44. **[A Systematic Literature Review on Automated Software Vulnerability Detection Using Machine Learning ↗](https://doi.org/10.1145/3699711)**Nima Shiri Harzevili, Alvine Boaye Belle, Junjie Wang et al.*89 citations*
45. **[AI-Based Affective Music Generation Systems: A Review of Methods and Challenges ↗](https://doi.org/10.1145/3672554)**Adyasha Dash, Kat Agres*89 citations*
46. **[Distributed Graph Neural Network Training: A Survey ↗](https://doi.org/10.1145/3648358)**Yingxia Shao, Hongzheng Li, Xizhi Gu et al.*89 citations*
47. **[MITRE ATT&CK: State of the Art and Way Forward ↗](https://doi.org/10.1145/3687300)**Bader Al-Sada, Alireza Sadighian, Gabriele Oligeri*89 citations*
48. **[A Survey on Variational Autoencoders in Recommender Systems ↗](https://doi.org/10.1145/3663364)**Shangsong Liang, Pan Zhou, Wei Liu et al.*88 citations*
49. **[Early-Exit Deep Neural Network - A Comprehensive Survey ↗](https://doi.org/10.1145/3698767)**Haseena Rahmath P, Vishal Srivastava, Kuldeep Chaurasia et al.*86 citations*
50. **[A Survey on Malware Detection with Graph Representation Learning ↗](https://doi.org/10.1145/3664649)**Tristan Bilot, Nour El Madhoun, Khaldoun Al Agha et al.*85 citations*
51. **[Deep Learning for Plant Identification and Disease Classification from Leaf Images: Multi-prediction Approaches ↗](https://doi.org/10.1145/3639816)**Jianping Yao, Son N. Tran, Saurabh Garg et al.*84 citations*
52. **[Blockchain Data Storage Optimisations: A Comprehensive Survey ↗](https://doi.org/10.1145/3645104)**Jun Wook Heo, Gowri Sankar Ramachandran, Ali Dorri et al.*82 citations*
53. **[Physics-Informed Computer Vision: A Review and Perspectives ↗](https://doi.org/10.1145/3689037)**Chayan Banerjee, Kien Nguyen, Clinton Fookes et al.*82 citations*
54. **[Blockchained Federated Learning for Internet of Things: A Comprehensive Survey ↗](https://doi.org/10.1145/3659099)**Yanna Jiang, Baihe Ma, Xu Wang et al.*81 citations*
55. **[Toward a Privacy-Preserving Face Recognition System: A Survey of Leakages and Solutions ↗](https://doi.org/10.1145/3673224)**Lamyanba Laishram, Muhammad Shaheryar, Jong Taek Lee et al.*80 citations*
56. **[On Efficient Training of Large-Scale Deep Learning Models ↗](https://doi.org/10.1145/3700439)**Li Shen, Yan Sun, Zhiyuan Yu et al.*79 citations*
57. **[Security and Privacy on Generative Data in AIGC: A Survey ↗](https://doi.org/10.1145/3703626)**Tao Wang, Yushu Zhang, Shuren Qi et al.*79 citations*
58. **[Cold Start Latency in Serverless Computing: A Systematic Review, Taxonomy, and Future Directions ↗](https://doi.org/10.1145/3700875)**Muhammed Golec, Guneet Kaur Walia, Mohit Kumar et al.*78 citations*
59. **[A Systematic Survey of Deep Learning-Based Single-Image Super-Resolution ↗](https://doi.org/10.1145/3659100)**Juncheng Li, Zehua Pei, Wenjie Li et al.*76 citations*
60. **[An Overview of Privacy-Enhancing Technologies in Biometric Recognition ↗](https://doi.org/10.1145/3664596)**Pietro Melzi, Christian Rathgeb, Rubén Tolosana et al.*76 citations*
61. **[Knowledge Editing for Large Language Models: A Survey ↗](https://doi.org/10.1145/3698590)**Song Wang, Yaochen Zhu, Haochen Liu et al.*76 citations*
62. **[A Survey on Security of UAV Swarm Networks: Attacks and Countermeasures ↗](https://doi.org/10.1145/3703625)**Xiaojie Wang, Zhonghui Zhao, Ling Yi et al.*74 citations*
63. **[Multi-modal Misinformation Detection: Approaches, Challenges and Opportunities ↗](https://doi.org/10.1145/3697349)**Sara Abdali, Sina Shaham, Bhaskar Krishnamachari*73 citations*
64. **[Wi-Fi Sensing Techniques for Human Activity Recognition: Brief Survey, Potential Challenges, and Research Directions ↗](https://doi.org/10.1145/3705893)**Fucheng Miao, Youxiang Huang, Zhiyi Lu et al.*73 citations*
65. **[Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey ↗](https://doi.org/10.1145/3677327)**Uchitha Rajapaksha, Ferdous Ahmed Sohel, Hamid Laga et al.*70 citations*
66. **[Trustworthy Distributed AI Systems: Robustness, Privacy, and Governance ↗](https://doi.org/10.1145/3645102)**Wenqi Wei, Ling Liu*70 citations*
67. **[Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning ↗](https://doi.org/10.1145/3644073)**Yuyang Gao, Siyi Gu, Junji Jiang et al.*68 citations*
68. **[Data Mesh: A Systematic Gray Literature Review ↗](https://doi.org/10.1145/3687301)**Abel Goedegebuure, Indika Kumara, Stefan W. Driessen et al.*67 citations*
69. **[Survey on Adversarial Attack and Defense for Medical Image Analysis: Methods and Challenges ↗](https://doi.org/10.1145/3702638)**Junhao Dong, Junxi Chen, Xiaohua Xie et al.*67 citations*
70. **[Manipulating Recommender Systems: A Survey of Poisoning Attacks and Countermeasures ↗](https://doi.org/10.1145/3677328)**Thanh Thi Nguyen, Quoc Viet Hung Nguyen, Thanh Thi Nguyen et al.*66 citations*
71. **[SoK: Fully Homomorphic Encryption Accelerators ↗](https://doi.org/10.1145/3676955)**Junxue Zhang, Xiaodian Cheng, Yang Liu et al.*66 citations*
72. **[Recent Advances for Aerial Object Detection: A Survey ↗](https://doi.org/10.1145/3664598)**Jiaxu Leng, Yongming Ye, Mengjingcheng Mo et al.*65 citations*
73. **[Research Progress of EEG-Based Emotion Recognition: A Survey ↗](https://doi.org/10.1145/3666002)**Yiming Wang, Bin Zhang, Lamei Di*65 citations*
74. **[A Survey of Text Watermarking in the Era of Large Language Models ↗](https://doi.org/10.1145/3691626)**Aiwei Liu, Leyi Pan, Yijian Lu et al.*64 citations*
75. **[Causal Discovery from Temporal Data: An Overview and New Perspectives ↗](https://doi.org/10.1145/3705297)**Chang Gong, Chuzhe Zhang, Di Yao et al.*62 citations*
76. **[A review and benchmark of feature importance methods for neural networks ↗](https://doi.org/10.1145/3679012)**Hannes Mandler, Bernhard Weigand*61 citations*
77. **[Adversarial Attacks and Countermeasures on Image Classification-based Deep Learning Models in Autonomous Driving Systems: A Systematic Review ↗](https://doi.org/10.1145/3691625)**Bakary Badjie, José Cecílio, António Casimiro*61 citations*
78. **[Extended Reality (XR) Toward Building Immersive Solutions: The Key to Unlocking Industry 4.0 ↗](https://doi.org/10.1145/3652595)**A’aeshah Alhakamy*60 citations*
79. **[Security Challenges, Mitigation Strategies, and Future Trends in Wireless Sensor Networks: A Review ↗](https://doi.org/10.1145/3706583)**Ahmet Oztoprak, Reza Hassanpour, Aysegul Ozkan et al.*60 citations*
80. **[Spatio-Temporal Predictive Modeling Techniques for Different Domains: a Survey ↗](https://doi.org/10.1145/3696661)**Rahul Kumar, Manish Bhanu, João Mendes‐Moreira et al.*59 citations*
81. **[Natural Language Reasoning, A Survey ↗](https://doi.org/10.1145/3664194)**Fei Yu, Hongbo Zhang, Prayag Tiwari et al.*58 citations*
82. **[A Survey on Cyber Resilience: Key Strategies, Research Challenges, and Future Directions ↗](https://doi.org/10.1145/3649218)**Saleh Mohamed AlHidaifi, Muhammad Rizwan Asghar, Imran Shafique Ansari*57 citations*
83. **[Exploring Blockchain Technology through a Modular Lens: A Survey ↗](https://doi.org/10.1145/3657288)**Minghui Xu, Yihao Guo, Chunchi Liu et al.*57 citations*
84. **[AI-powered Fraud Detection in Decentralized Finance: A Project Life Cycle Perspective ↗](https://doi.org/10.1145/3705296)**Bingqiao Luo, Zhen Zhang, Qian Wang et al.*56 citations*
85. **[LiDAR-Based Place Recognition For Autonomous Driving: A Survey ↗](https://doi.org/10.1145/3707446)**Yongjun Zhang, Pengcheng Shi, Jiayuan Li*56 citations*
86. **[Drug–Drug Interaction Relation Extraction Based on Deep Learning: A Review ↗](https://doi.org/10.1145/3645089)**Mingliang Dou, Jijun Tang, Prayag Tiwari et al.*55 citations*
87. **[Machine Learning in Metaverse Security: Current Solutions and Future Challenges ↗](https://doi.org/10.1145/3654663)**Yazan Otoum, Navya Gottimukkala, Neeraj Kumar et al.*55 citations*
88. **[Ransomware Reloaded: Re-examining Its Trend, Research and Mitigation in the Era of Data Exfiltration ↗](https://doi.org/10.1145/3691340)**Timothy R. McIntosh, Teo Sušnjak, Tong Liu et al.*55 citations*
89. **[A Comprehensive Review and New Taxonomy on Superpixel Segmentation ↗](https://doi.org/10.1145/3652509)**Isabela Borlido Barcelos, Felipe de Castro Belém, Leonardo João et al.*54 citations*
90. **[The Landscape of User-centered Misinformation Interventions - A Systematic Literature Review ↗](https://doi.org/10.1145/3674724)**Katrin Hartwig, Frederic Doell, Christian Reuter*54 citations*
91. **[A Survey on Cyber-Resilience Approaches for Cyber-Physical Systems ↗](https://doi.org/10.1145/3652953)**Mariana Segovia, Jose Manuel Rubio Hernan, Ana Rosa Cavalli et al.*53 citations*
92. **[Mouse Dynamics Behavioral Biometrics: A Survey ↗](https://doi.org/10.1145/3640311)**Simon Khan, Charles Devlen, Michael Manno et al.*53 citations*
93. **[Non-invasive Techniques for Muscle Fatigue Monitoring: A Comprehensive Survey ↗](https://doi.org/10.1145/3648679)**Na Li, Rui Zhou, Bharath Krishna et al.*53 citations*
94. **[Creativity and Machine Learning: A Survey ↗](https://doi.org/10.1145/3664595)**Giorgio Franceschelli, Mirco Musolesi*52 citations*
95. **[Efficient High-Resolution Deep Learning: A Survey ↗](https://doi.org/10.1145/3645107)**Arian Bakhtiarnia, Qi Zhang, Alexandros Iosifidis*52 citations*
96. **[Explaining the Explainers in Graph Neural Networks: a Comparative Study ↗](https://doi.org/10.1145/3696444)**Antonio Longa, Steve Azzolin, Gabriele Santin et al.*52 citations*
97. **[A Systematic Literature Review on Multi-Robot Task Allocation ↗](https://doi.org/10.1145/3700591)**K A Athira, J. Divya Udayan, Umashankar Subramaniam*51 citations*
98. **[An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques ↗](https://doi.org/10.1145/3682058)**Can Rong, Jingtao Ding, Yong Li*51 citations*
99. **[Interactive Question Answering Systems: Literature Review ↗](https://doi.org/10.1145/3657631)**Giovanni Maria Biancofiore, Yashar Deldjoo, Tommaso Di Noia et al.*51 citations*
100. **[NLOS Identification and Mitigation for Time-based Indoor Localization Systems: Survey and Future Research Directions ↗](https://doi.org/10.1145/3663473)**Raphael E. Nkrow, Bruno Silva, Dutliff Boshoff et al.*51 citations*

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