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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

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  1. Deep Learning for Time Series Anomaly Detection: A Survey ↗Zahra Zamanzadeh Darban, Geoffrey I. Webb, Shirui Pan et al.613 citations
  2. Deep Multimodal Data Fusion ↗Fei Zhao, Chengcui Zhang, Baocheng Geng446 citations
  3. A Survey of Graph Neural Networks for Social Recommender Systems ↗Kartik Sharma, Yeon-Chang Lee, Sivagami Nambi et al.268 citations
  4. Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey ↗Navid Mohammadi Foumani, Lynn Miller, Chang Wei Tan et al.268 citations
  5. Lightweight Deep Learning for Resource-Constrained Environments: A Survey ↗Hou-I Liu, Marco Galindo, Hongxia Xie et al.259 citations
  6. Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review ↗Sahil Verma, Varich Boonsanong, Minh Hoang et al.255 citations
  7. When Federated Learning Meets Privacy-Preserving Computation ↗Jingxue Chen, Hang Yan, Zhiyuan Liu et al.247 citations
  8. Meta-learning Approaches for Few-Shot Learning: A Survey of Recent Advances ↗Hassan Gharoun, Fereshteh Momenifar, Fang Chen et al.211 citations
  9. Foundations & Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions ↗Paul Pu Liang, Amir Zadeh, Louis‐Philippe Morency195 citations
  10. Pre-Trained Language Models for Text Generation: A Survey ↗Junyi Li, Tianyi Tang, Wayne Xin Zhao et al.195 citations
  11. A Survey of AI-Generated Content (AIGC) ↗Yihan Cao, Siyu Li, Yixin Liu et al.182 citations
  12. Tool Learning with Foundation ModelsYujia Qin, Shengding Hu, Yankai Lin et al.177 citations · our summary
  13. Financial Sentiment Analysis: Techniques and Applications ↗Kelvin Du, Frank Xing, Rui Mao et al.173 citations
  14. Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces ↗Jiahang Cao, Jinyuan Fang, Zaiqiao Meng et al.171 citations
  15. A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers ↗Xiaoyan Zhao, Yang Deng, Min Yang et al.164 citations
  16. Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models ↗Yang Liu, Dingkang Yang, Yan Wang et al.159 citations
  17. Multi-Task Learning in Natural Language Processing: An Overview ↗Shijie Chen, Yu Zhang, Qiang Yang143 citations
  18. Security, Privacy, and Decentralized Trust Management in VANETs: A Review of Current Research and Future Directions ↗Mishri Saleh Al-Marshoud, Mehmet Sabır Kiraz, Ali H. Al-Bayatti143 citations
  19. Deep Learning for Iris Recognition: A Survey ↗Kien Nguyen, Hugo Proença, Fernando Alonso‐Fernandez141 citations
  20. Membership Inference Attacks and Defenses in Federated Learning: A Survey ↗Li Bai, Haibo Hu, Qingqing Ye et al.139 citations
  21. An Introduction to the Compute Express Link (CXL) Interconnect ↗Debendra Das Sharma, Robert Blankenship, Daniel S. Berger134 citations
  22. A Survey on Federated Unlearning: Challenges, Methods, and Future Directions ↗Ziyao Liu, Yu Jiang, Jiyuan Shen et al.129 citations
  23. A Survey on Video Diffusion Models ↗Zhen Xing, Qijun Feng, Haoran Chen et al.128 citations
  24. Intelligent Wearable Systems: Opportunities and Challenges in Health and Sports ↗Luyao Yang, Osama Amin, Basem Shihada124 citations
  25. Topology-aware Federated Learning in Edge Computing: A Comprehensive Survey ↗Jiajun Wu, Fan Dong, Henry Leung et al.124 citations
  26. Time-Sensitive Networking (TSN) for Industrial Automation: Current Advances and Future Directions ↗Tianyu Zhang, Gang Wang, Chuanyu Xue et al.122 citations
  27. Utilizing BERT for Information Retrieval: Survey, Applications, Resources, and Challenges ↗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 ↗Ali Shahidinejad, Jemal Abawajy117 citations
  29. Multimodal Recommender Systems: A Survey ↗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 ↗Wei Liang, Yaqin Liu, Ce Yang et al.115 citations
  31. Social Network Analysis: A Survey on Process, Tools, and Application ↗Shashank Sheshar Singh, Samya Muhuri, Shivansh Mishra et al.113 citations
  32. A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions ↗Sheng Zhou, Hongjia Xu, Zhuonan Zheng et al.110 citations
  33. Privacy Preservation of Electronic Health Records in the Modern Era: A Systematic Survey ↗Raza Nowrozy, Khandakar Entenam Unayes Ahmed, A. S. M. Kayes et al.110 citations
  34. A Review on the emerging technology of TinyML ↗Vasileios Tsoukas, Anargyros Gkogkidis, Eleni Boumpa et al.106 citations
  35. Toward Trustworthy Artificial Intelligence (TAI) in the Context of Explainability and Robustness ↗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 ↗Ansam Khraisat, Ammar Alazab, Sarabjot Singh et al.105 citations
  37. Deepfake Detection: A Comprehensive Survey from the Reliability Perspective ↗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 ↗Nilotpal Biswas, Anamitra Mukherjee, Samit Bhattacharya98 citations
  39. A Practical Tutorial on Explainable AI Techniques ↗Adrien Bennetot, Ivan Donadello, Ayoub El Qadi et al.95 citations
  40. A Survey and an Empirical Evaluation of Multi-View Clustering Approaches ↗Lihua Zhou, Guowang Du, Kevin Lü et al.94 citations
  41. Intel TDX Demystified: A Top-Down Approach ↗Pau-Chen Cheng, Wojciech Ozga, Enriquillo Valdez et al.93 citations
  42. A Survey of Cutting-edge Multimodal Sentiment Analysis ↗Upendra Singh, Kumar Abhishek, Hiteshwar Kumar Azad89 citations
  43. A Survey of Multi-modal Knowledge Graphs: Technologies and Trends ↗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 ↗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 ↗Adyasha Dash, Kat Agres89 citations
  46. Distributed Graph Neural Network Training: A Survey ↗Yingxia Shao, Hongzheng Li, Xizhi Gu et al.89 citations
  47. MITRE ATT&CK: State of the Art and Way Forward ↗Bader Al-Sada, Alireza Sadighian, Gabriele Oligeri89 citations
  48. A Survey on Variational Autoencoders in Recommender Systems ↗Shangsong Liang, Pan Zhou, Wei Liu et al.88 citations
  49. Early-Exit Deep Neural Network - A Comprehensive Survey ↗Haseena Rahmath P, Vishal Srivastava, Kuldeep Chaurasia et al.86 citations
  50. A Survey on Malware Detection with Graph Representation Learning ↗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 ↗Jianping Yao, Son N. Tran, Saurabh Garg et al.84 citations
  52. Blockchain Data Storage Optimisations: A Comprehensive Survey ↗Jun Wook Heo, Gowri Sankar Ramachandran, Ali Dorri et al.82 citations
  53. Physics-Informed Computer Vision: A Review and Perspectives ↗Chayan Banerjee, Kien Nguyen, Clinton Fookes et al.82 citations
  54. Blockchained Federated Learning for Internet of Things: A Comprehensive Survey ↗Yanna Jiang, Baihe Ma, Xu Wang et al.81 citations
  55. Toward a Privacy-Preserving Face Recognition System: A Survey of Leakages and Solutions ↗Lamyanba Laishram, Muhammad Shaheryar, Jong Taek Lee et al.80 citations
  56. On Efficient Training of Large-Scale Deep Learning Models ↗Li Shen, Yan Sun, Zhiyuan Yu et al.79 citations
  57. Security and Privacy on Generative Data in AIGC: A Survey ↗Tao Wang, Yushu Zhang, Shuren Qi et al.79 citations
  58. Cold Start Latency in Serverless Computing: A Systematic Review, Taxonomy, and Future Directions ↗Muhammed Golec, Guneet Kaur Walia, Mohit Kumar et al.78 citations
  59. A Systematic Survey of Deep Learning-Based Single-Image Super-Resolution ↗Juncheng Li, Zehua Pei, Wenjie Li et al.76 citations
  60. An Overview of Privacy-Enhancing Technologies in Biometric Recognition ↗Pietro Melzi, Christian Rathgeb, Rubén Tolosana et al.76 citations
  61. Knowledge Editing for Large Language Models: A Survey ↗Song Wang, Yaochen Zhu, Haochen Liu et al.76 citations
  62. A Survey on Security of UAV Swarm Networks: Attacks and Countermeasures ↗Xiaojie Wang, Zhonghui Zhao, Ling Yi et al.74 citations
  63. Multi-modal Misinformation Detection: Approaches, Challenges and Opportunities ↗Sara Abdali, Sina Shaham, Bhaskar Krishnamachari73 citations
  64. Wi-Fi Sensing Techniques for Human Activity Recognition: Brief Survey, Potential Challenges, and Research Directions ↗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 ↗Uchitha Rajapaksha, Ferdous Ahmed Sohel, Hamid Laga et al.70 citations
  66. Trustworthy Distributed AI Systems: Robustness, Privacy, and Governance ↗Wenqi Wei, Ling Liu70 citations
  67. Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning ↗Yuyang Gao, Siyi Gu, Junji Jiang et al.68 citations
  68. Data Mesh: A Systematic Gray Literature Review ↗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 ↗Junhao Dong, Junxi Chen, Xiaohua Xie et al.67 citations
  70. Manipulating Recommender Systems: A Survey of Poisoning Attacks and Countermeasures ↗Thanh Thi Nguyen, Quoc Viet Hung Nguyen, Thanh Thi Nguyen et al.66 citations
  71. SoK: Fully Homomorphic Encryption Accelerators ↗Junxue Zhang, Xiaodian Cheng, Yang Liu et al.66 citations
  72. Recent Advances for Aerial Object Detection: A Survey ↗Jiaxu Leng, Yongming Ye, Mengjingcheng Mo et al.65 citations
  73. Research Progress of EEG-Based Emotion Recognition: A Survey ↗Yiming Wang, Bin Zhang, Lamei Di65 citations
  74. A Survey of Text Watermarking in the Era of Large Language Models ↗Aiwei Liu, Leyi Pan, Yijian Lu et al.64 citations
  75. Causal Discovery from Temporal Data: An Overview and New Perspectives ↗Chang Gong, Chuzhe Zhang, Di Yao et al.62 citations
  76. A review and benchmark of feature importance methods for neural networks ↗Hannes Mandler, Bernhard Weigand61 citations
  77. Adversarial Attacks and Countermeasures on Image Classification-based Deep Learning Models in Autonomous Driving Systems: A Systematic Review ↗Bakary Badjie, José Cecílio, António Casimiro61 citations
  78. Extended Reality (XR) Toward Building Immersive Solutions: The Key to Unlocking Industry 4.0 ↗A’aeshah Alhakamy60 citations
  79. Security Challenges, Mitigation Strategies, and Future Trends in Wireless Sensor Networks: A Review ↗Ahmet Oztoprak, Reza Hassanpour, Aysegul Ozkan et al.60 citations
  80. Spatio-Temporal Predictive Modeling Techniques for Different Domains: a Survey ↗Rahul Kumar, Manish Bhanu, João Mendes‐Moreira et al.59 citations
  81. Natural Language Reasoning, A Survey ↗Fei Yu, Hongbo Zhang, Prayag Tiwari et al.58 citations
  82. A Survey on Cyber Resilience: Key Strategies, Research Challenges, and Future Directions ↗Saleh Mohamed AlHidaifi, Muhammad Rizwan Asghar, Imran Shafique Ansari57 citations
  83. Exploring Blockchain Technology through a Modular Lens: A Survey ↗Minghui Xu, Yihao Guo, Chunchi Liu et al.57 citations
  84. AI-powered Fraud Detection in Decentralized Finance: A Project Life Cycle Perspective ↗Bingqiao Luo, Zhen Zhang, Qian Wang et al.56 citations
  85. LiDAR-Based Place Recognition For Autonomous Driving: A Survey ↗Yongjun Zhang, Pengcheng Shi, Jiayuan Li56 citations
  86. Drug–Drug Interaction Relation Extraction Based on Deep Learning: A Review ↗Mingliang Dou, Jijun Tang, Prayag Tiwari et al.55 citations
  87. Machine Learning in Metaverse Security: Current Solutions and Future Challenges ↗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 ↗Timothy R. McIntosh, Teo Sušnjak, Tong Liu et al.55 citations
  89. A Comprehensive Review and New Taxonomy on Superpixel Segmentation ↗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 ↗Katrin Hartwig, Frederic Doell, Christian Reuter54 citations
  91. A Survey on Cyber-Resilience Approaches for Cyber-Physical Systems ↗Mariana Segovia, Jose Manuel Rubio Hernan, Ana Rosa Cavalli et al.53 citations
  92. Mouse Dynamics Behavioral Biometrics: A Survey ↗Simon Khan, Charles Devlen, Michael Manno et al.53 citations
  93. Non-invasive Techniques for Muscle Fatigue Monitoring: A Comprehensive Survey ↗Na Li, Rui Zhou, Bharath Krishna et al.53 citations
  94. Creativity and Machine Learning: A Survey ↗Giorgio Franceschelli, Mirco Musolesi52 citations
  95. Efficient High-Resolution Deep Learning: A Survey ↗Arian Bakhtiarnia, Qi Zhang, Alexandros Iosifidis52 citations
  96. Explaining the Explainers in Graph Neural Networks: a Comparative Study ↗Antonio Longa, Steve Azzolin, Gabriele Santin et al.52 citations
  97. A Systematic Literature Review on Multi-Robot Task Allocation ↗K A Athira, J. Divya Udayan, Umashankar Subramaniam51 citations
  98. An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques ↗Can Rong, Jingtao Ding, Yong Li51 citations
  99. Interactive Question Answering Systems: Literature Review ↗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 ↗Raphael E. Nkrow, Bruno Silva, Dutliff Boshoff et al.51 citations

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