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ACM Computing Surveys 2024: all accepted papers

293 papers · page 2 of 3 · the most cited first · ← ACM Computing Surveys 2024

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  1. A Challenge-based Survey of E-recruitment Recommendation Systems ↗Yoosof Mashayekhi, Nan Li, Bo Kang et al.50 citations
  2. Integration of Sensing, Communication, and Computing for Metaverse: A Survey ↗Xiaojie Wang, Qi Guo, Zhaolong Ning et al.50 citations
  3. A Comprehensive Analysis of Explainable AI for Malware Hunting ↗Mohd Saqib, Samaneh Mahdavifar, Benjamin C. M. Fung et al.49 citations
  4. A Comprehensive Survey on Rare Event Prediction ↗Chathurangi Shyalika, Ruwan Wickramarachchi, Amit Sheth49 citations
  5. A Unified Review of Deep Learning for Automated Medical Coding ↗Shaoxiong Ji, Xiaobo Li, Wei Sun et al.49 citations
  6. Local Interpretations for Explainable Natural Language Processing: A Survey ↗Siwen Luo, Hamish Ivison, Soyeon Caren Han et al.49 citations
  7. A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities ↗Andrea Tocchetti, Lorenzo Corti, Agathe Balayn et al.48 citations
  8. Lexical Semantic Change through Large Language Models: a Survey ↗Francesco Periti, Stefano Montanelli48 citations
  9. Visual Content Privacy Protection: A Survey ↗Ruoyu Zhao, Yushu Zhang, Tao Wang et al.48 citations
  10. A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability ↗Chengtai Cao, Fan Zhou, Yurou Dai et al.47 citations
  11. A Systematic Review on Graph Neural Network-based Methods for Stock Market Forecasting ↗Manali Patel, Krupa N. Jariwala, Chiranjoy Chattopadhyay47 citations
  12. Recent Advances of Foundation Language Models-based Continual Learning: A Survey ↗Yutao Yang, Jie Zhou, Xuanwen Ding et al.47 citations
  13. COVID-19 Modeling: A Review ↗Longbing Cao, Qing Liu46 citations
  14. Towards Trustworthy Machine Learning in Production: An Overview of the Robustness in MLOps Approach ↗Firas Bayram, Bestoun S. Ahmed46 citations
  15. A Comprehensive Survey on Edge Data Integrity Verification: Fundamentals and Future Trends ↗Yao Zhao, Youyang Qu, Yong Xiang et al.45 citations
  16. A Survey on the Densest Subgraph Problem and its Variants ↗Tommaso Lanciano, Atsushi Miyauchi, Adriano Fazzone et al.45 citations
  17. Privacy-preserved and Responsible Recommenders: From Conventional Defense to Federated Learning and Blockchain ↗Waqar Ali, Xiangmin Zhou, Jie Shao45 citations
  18. Racial Bias within Face Recognition: A Survey ↗Şeyma Yücer, Furkan Tektas, Noura Al Moubayed et al.45 citations
  19. Wearable Activity Trackers: A Survey on Utility, Privacy, and Security ↗Kavous Salehzadeh Niksirat, Lev Velykoivanenko, Noé Zufferey et al.45 citations
  20. A Survey of Distributed Graph Algorithms on Massive Graphs ↗Lingkai Meng, Yu Shao, Long Yuan et al.44 citations
  21. Advancements in Federated Learning: Models, Methods, and Privacy ↗Huiming Chen, Huandong Wang, Qingyue Long et al.44 citations
  22. Resource-efficient Algorithms and Systems of Foundation Models: A Survey ↗Mengwei Xu, Dongqi Cai, Wangsong Yin et al.44 citations
  23. Synthetic Data for Deep Learning in Computer Vision & Medical Imaging: A Means to Reduce Data Bias ↗Anthony Paproki, Olivier Salvado, Clinton Fookes44 citations
  24. A Review of Olfactory Display Designs for Virtual Reality Environments ↗Jordan Tewell, Nimesha Ranasinghe43 citations
  25. A survey of 3D Space Path-Planning Methods and Algorithms ↗Hakimeh Mazaheri, Salman Goli, Ali Nourollah43 citations
  26. Adversarial Machine Learning Attacks and Defences in Multi-Agent Reinforcement Learning ↗Maxwell Standen, Junae Kim, Claudia Szabo43 citations
  27. Backdoor Attacks and Defenses Targeting Multi-Domain AI Models: A Comprehensive Review ↗Shaobo Zhang, Yizhen Pan, Qin Liu et al.43 citations
  28. Image Steganography Approaches and Their Detection Strategies: A Survey ↗Meike Kombrink, Zeno Geradts, Marcel Worring43 citations
  29. Multi-scale Simulation of Complex Systems: A Perspective of Integrating Knowledge and Data ↗Huandong Wang, Huan Yan, Can Rong et al.43 citations
  30. Timing Side-channel Attacks and Countermeasures in CPU Microarchitectures ↗Jiliang Zhang, Congcong Chen, Jinhua Cui et al.41 citations
  31. A Systematic Review of Cross-Lingual Sentiment Analysis: Tasks, Strategies, and Prospects ↗Chuanjun Zhao, Meiling Wu, Xinyi Yang et al.40 citations
  32. Alert Prioritisation in Security Operations Centres: A Systematic Survey on Criteria and Methods ↗Fatemeh Jalalvand, Mohan Baruwal Chhetri, ‪Surya Nepal‬ et al.40 citations
  33. Artificial Intelligence for Web 3.0: A Comprehensive Survey ↗Meng Shen, Zhehui Tan, Dusit Tao Niyato et al.40 citations
  34. UAV-Assisted IoT Applications, QoS Requirements and Challenges with Future Research Directions ↗Muhammad Adil, Houbing Herbert Song, Mian Ahmad Jan et al.39 citations
  35. A Survey of Geometric Optimization for Deep Learning: From Euclidean Space to Riemannian Manifold ↗Yanhong Fei, Yingjie Liu, Chentao Jia et al.38 citations
  36. Cybersecurity in Electric and Flying Vehicles: Threats, Challenges, AI Solutions & Future Directions ↗Hamed Alqahtani, Gulshan Kumar38 citations
  37. Distributed Machine Learning in Edge Computing: Challenges, Solutions and Future Directions ↗Jingke Tu, Lei Yang, Jiannong Cao38 citations
  38. Visual Tuning ↗Bruce X. B. Yu, Jianlong Chang, Haixin Wang et al.38 citations
  39. A Review on Blockchain Technology, Current Challenges, and AI-Driven Solutions ↗Mohamed Moetez Abdelhamid, Layth Sliman, Raoudha Ben Djemaa et al.37 citations
  40. Applying Generative Machine Learning to Intrusion Detection: A Systematic Mapping Study and Review ↗James Halvorsen, Clemente I. Izurieta, Haipeng Cai et al.37 citations
  41. A Systematic Literature Review on the Influence of Enhanced Developer Experience on Developers' Productivity: Factors, Practices, and Recommendations ↗Abdul Razzaq, Jim Buckley, Qin Lai et al.36 citations
  42. Deep Learning for Table Detection and Structure Recognition: A Survey ↗Mahmoud SalahEldin Kasem, Abdelrahman Abdallah, Alexander Berendeyev et al.36 citations
  43. Horizontal Federated Recommender System: A Survey ↗Lingyun Wang, Hanlin Zhou, Yinwei Bao et al.36 citations
  44. Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review ↗Giovanni Ciatto, Federico Sabbatini, Andrea Agiollo et al.36 citations
  45. A Survey on the Applications of Semi-supervised Learning to Cyber-security ↗Paul K. Mvula, Paula Branco, Guy-Vincent Jourdan et al.35 citations
  46. Explainable Artificial Intelligence: Importance, Use Domains, Stages, Output Shapes, and Challenges ↗Naeem Ullah, Javed Ali Khan, Ivanoe De Falco et al.35 citations
  47. Security and Reliability of Internet of Underwater Things: Architecture, Challenges, and Opportunities ↗Bin Jiang, Jiacheng Feng, Xuerong Cui et al.35 citations
  48. A Survey of Protocol Fuzzing ↗Xiaohan Zhang, Cen Zhang, Xinghua Li et al.34 citations
  49. Efficient Automation of Neural Network Design: A Survey on Differentiable Neural Architecture Search ↗Alexandre Heuillet, Ahmad Nasser, Hichem Arioui et al.34 citations
  50. Graph and Sequential Neural Networks in Session-based Recommendation: A Survey ↗Zihao Li, Chao Yang, Yakun Chen et al.34 citations
  51. State of the Art and Potentialities of Graph-level Learning ↗Zhenyu Yang, Ge Zhang, Jia Xin Wu et al.34 citations
  52. Weakly-supervised Semantic Segmentation with Image-level Labels: From Traditional Models to Foundation Models ↗Zhaozheng Chen, Qianru Sun34 citations
  53. A Survey on Software Vulnerability Exploitability Assessment ↗Sarah Elder, Md Rayhanur Rahman, Gage Fringer et al.33 citations
  54. FairSNA: Algorithmic Fairness in Social Network Analysis ↗Akrati Saxena, George Fletcher, Mykola Pechenizkiy33 citations
  55. The Role of Multi-Agents in Digital Twin Implementation: Short Survey ↗Yogeswaranathan Kalyani, Rem Collier33 citations
  56. Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit ↗Yao Wan, Zhangqian Bi, Yang He et al.32 citations
  57. Neuromorphic Perception and Navigation for Mobile Robots: A Review ↗Á. Martínez Novo, Francisco Lobón Villanueva, Héctor García de Marina et al.32 citations
  58. A Survey on Robotic Prosthetics: Neuroprosthetics, Soft Actuators, and Control Strategies ↗Kumar J. Jyothish, Subhankar Mishra31 citations
  59. Controllable Data Generation by Deep Learning: A Review ↗Shi-Yu Wang, Yuanqi Du, Xiaojie Guo et al.31 citations
  60. Deep Learning Aided Intelligent Reflective Surfaces for 6G: A Survey ↗Muhammad Tariq, Sohail Ahmad, Mian Ahmad Jan et al.31 citations
  61. Empowering Agrifood System with Artificial Intelligence: A Survey of the Progress, Challenges and Opportunities ↗Tao Chen, Liang Lv, Di Wang et al.31 citations
  62. Survey on Haptic Feedback through Sensory Illusions in Interactive Systems ↗Marco Kurzweg, Yannick Weiß, Marc O. Ernst et al.31 citations
  63. Fuzzers for Stateful Systems: Survey and Research Directions ↗Cristian Daniele, Seyed Behnam Andarzian, Erik Poll30 citations
  64. Taxonomy and Survey of Collaborative Intrusion Detection System using Federated Learning ↗Aulia Arif Wardana, Parman Sukarno30 citations
  65. IoT Authentication Protocols: Challenges, and Comparative Analysis ↗Amar N. Alsheavi, Ammar Hawbani, Wajdy Othman et al.29 citations
  66. Machine Learning with Confidential Computing: A Systematization of Knowledge ↗Fan Mo, Zahra Tarkhani, Hamed Haddadi29 citations
  67. Security and Privacy Issues in Deep Reinforcement Learning: Threats and Countermeasures ↗Kanghua Mo, Pei-Gen Ye, Xiaojun Ren et al.29 citations
  68. Causality for Trustworthy Artificial Intelligence: Status, Challenges and Perspectives ↗Atul Rawal, Adrienne J. Raglin, Danda B. Rawat et al.28 citations
  69. Scenario-based Adaptations of Differential Privacy: A Technical Survey ↗Ying Zhao, Jia Tina Du, Jinjun Chen28 citations
  70. Deceived by Immersion: A Systematic Analysis of Deceptive Design in Extended Reality ↗Hilda Hadan, Lydia Choong, Leah Zhang-Kennedy et al.27 citations
  71. Modality Deep-learning Frameworks for Fake News Detection on Social Networks: A Systematic Literature Review ↗Mohamed A. Mostafa, Ahmad Almogren, Muhammad Al‐Qurishi et al.27 citations
  72. Notice of Removal March 3, 2026: Domain Adaptation and Generalization of Functional Medical Data: A Systematic Survey of Brain Data ↗Gita Sarafraz, Armin Behnamnia, Mehran Hosseinzadeh et al.27 citations
  73. On Trust Recommendations in the Social Internet of Things – A Survey ↗Marius Becherer, Omar Khadeer Hussain, Yu Zhang et al.27 citations
  74. Adversarial Robustness of Neural Networks from the Perspective of Lipschitz Calculus: A Survey ↗Monty-Maximilian Zühlke, Daniel Kudenko⋆26 citations
  75. Computational Politeness in Natural Language Processing: A Survey ↗Priyanshu Priya, Mauajama Firdaus, Asif Ekbal26 citations
  76. Warm-Starting and Quantum Computing: A Systematic Mapping Study ↗Felix Truger, Johanna Barzen, Marvin Bechtold et al.26 citations
  77. When SDN Meets Low-rate Threats: A Survey of Attacks and Countermeasures in Programmable Networks ↗Dan Tang, Rui Dai, Yudong Yan et al.26 citations
  78. Systematic Review of Generative Modelling Tools and Utility Metrics for Fully Synthetic Tabular Data ↗Anton D. Lautrup, Tobias Hyrup, Arthur Zimek et al.25 citations
  79. Video Unsupervised Domain Adaptation with Deep Learning: A Comprehensive Survey ↗Yuecong Xu, Haozhi Cao, Lihua Xie et al.25 citations
  80. A Survey on Automatic Generation of Figurative Language: From Rule-based Systems to Large Language Models ↗Huiyuan Lai, Malvina Nissim24 citations
  81. Model-based Trustworthiness Evaluation of Autonomous Cyber-Physical Production Systems: A Systematic Mapping Study ↗Maryam Zahid, Alessio Bucaioni, Francesco Flammini24 citations
  82. Redefining Counterfactual Explanations for Reinforcement Learning: Overview, Challenges and Opportunities ↗Jasmina Gajcin, Ivana Dusparić24 citations
  83. Secure UAV (Drone) and the Great Promise of AI ↗Behrouz Zolfaghari, Mostafa Abbasmollaei, Fahimeh Hajizadeh et al.24 citations
  84. A Survey on Emerging Trends and Applications of 5G and 6G to Healthcare Environments ↗Shamsher Ullah, Jianqiang Li, Jie Chen et al.23 citations
  85. A Taxonomy and Survey on Grid-Based Routing Protocols Designed for Wireless Sensor Networks ↗Shubhra Jain, Rahul Kumar Verma23 citations
  86. Acceleration for Deep Reinforcement Learning using Parallel and Distributed Computing: A Survey ↗Zhihong Liu, Xin Xu, Peng Qiao et al.23 citations
  87. An Overview of FPGA-inspired Obfuscation Techniques ↗Zain Ul Abideen, Sumathi Gokulanathan, Muayad J. Aljafar et al.23 citations
  88. DevOps Metrics and KPIs: A Multivocal Literature Review ↗Ricardo Amaro, Rúben Pereira, Miguel Mira da Silva23 citations
  89. Machine Learning for Refining Knowledge Graphs: A Survey ↗Budhitama Subagdja, D. Shanthoshigaa, Zhaoxia Wang et al.23 citations
  90. Maintenance Operations on Cloud, Edge, and IoT Environments: Taxonomy, Survey, and Research Challenges ↗Paulo Silas Severo de Souza, Tiago Coelho Ferreto, Rodrigo Neves Calheiros23 citations
  91. Object Selection and Manipulation in VR Headsets: Research Challenges, Solutions, and Success Measurements ↗Difeng Yu, Tilman Dingler, Eduardo Velloso et al.23 citations
  92. Systems Interoperability Types: A Tertiary Study ↗Paulo Maciel, Pedro Henrique Dias Valle, Kécia Souza Santana Santos et al.23 citations
  93. Who’s in Charge Here? A Survey on Trustworthy AI in Variable Autonomy Robotic Systems ↗Leila Methnani, Manolis Chiou, Virginia Dignum et al.23 citations
  94. A Survey on Privacy-Preserving Caching at Network Edge: Classification, Solutions, and Challenges ↗Xianzhi Zhang, Yipeng Zhou, Di Wu et al.22 citations
  95. A Survey on Reversible Data Hiding for Uncompressed Images ↗Cheng Zhang, Bo Ou, Fei Peng et al.22 citations
  96. Benchmarking Instance-Centric Counterfactual Algorithms for XAI: From White Box to Black Box ↗Catarina Moreira, Yu-Liang Chou, Chihcheng Hsieh et al.22 citations
  97. Eco-Friendly Route Planning Algorithms: Taxonomies, Literature Review and Future Directions ↗Ahmed Fahmin, Muhammad Aamir Cheema, Mohammed Eunus Ali et al.22 citations
  98. Semantic Data Integration and Querying: A Survey and Challenges ↗Maroua Masmoudi, Sana Ben Abdallah Ben Lamine, Mohamed Hedi Karray et al.21 citations
  99. A Review of Techniques for Ageing Detection and Monitoring on Embedded Systems ↗Leandro Lanzieri, Gianluca Martino, Görschwin Fey et al.20 citations
  100. Macro Ethics Principles for Responsible AI Systems: Taxonomy and Directions ↗Jessica Woodgate, Nirav Ajmeri20 citations

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