---
title: "ACM Computing Surveys 2023 — all accepted papers"
description: "All 242 papers of ACM Computing Surveys 2023 · 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 2023: all accepted papers

242 papers · page 1 of 3 · the most cited first · [← ACM Computing Surveys 2023](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2023/)

**1** [2](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2023/papers/page/2/) [3](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2023/papers/page/3/) [next →](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2023/papers/page/2/)

1. **[Diffusion Models: A Comprehensive Survey of Methods and Applications ↗](https://doi.org/10.1145/3626235)**Ling Qiang Yang, Zhilong Zhang, Yang Song et al.*1,666 citations*
2. **[Recent Advances in Natural Language Processing via Large Pre-trained Language Models: A Survey](https://md.research.elamur.ai/free/en/papers/min-2021-recent-advances-natural-language-processing/)**Bonan Min, Hayley Ross, Elior Sulem et al.*1,370 citations · our summary*
3. **[Deep Learning-based Human Pose Estimation: A Survey ↗](https://doi.org/10.1145/3603618)**Ce Zheng, Wenhan Wu, Chen Chen et al.*750 citations*
4. **[A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities ↗](https://doi.org/10.1145/3582688)**Yisheng Song, Ting Wang, Puyu Cai et al.*712 citations*
5. **[Fairness in Machine Learning: A Survey ↗](https://doi.org/10.1145/3616865)**Simon J. Caton, Christian Stefan Haas*624 citations*
6. **[Heterogeneous Federated Learning: State-of-the-art and Research Challenges ↗](https://doi.org/10.1145/3625558)**Mang Ye, Xiuwen Fang, Bo Du et al.*608 citations*
7. **[Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and Better ↗](https://doi.org/10.1145/3578938)**Gaurav Menghani*605 citations*
8. **[From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI ↗](https://doi.org/10.1145/3583558)**Meike Nauta, Jan Trienes, Shreyasi Pathak et al.*567 citations*
9. **[Recent Advances in Bayesian Optimization ↗](https://doi.org/10.1145/3582078)**Xilu Wang, Yaochu Jin, Sebastian Schmitt et al.*477 citations*
10. **[A Comprehensive Survey on Automatic Knowledge Graph Construction ↗](https://doi.org/10.1145/3618295)**Lingfeng Zhong, Jia Xin Wu, Qian Li et al.*382 citations*
11. **[Multimodal Sentiment Analysis: A Survey of Methods, Trends, and Challenges ↗](https://doi.org/10.1145/3586075)**Ringki Das, Thoudam Doren Singh*363 citations*
12. **[A Survey of Controllable Text Generation Using Transformer-based Pre-trained Language Models ↗](https://doi.org/10.1145/3617680)**Hanqing Zhang, Haolin Song, Shaoyu Li et al.*313 citations*
13. **[A Survey on Measuring Cognitive Workload in Human-Computer Interaction ↗](https://doi.org/10.1145/3582272)**Thomas Kosch, Jakob Karolus, Johannes Zagermann et al.*294 citations*
14. **[A Survey of Privacy Attacks in Machine Learning ↗](https://doi.org/10.1145/3624010)**María Rigaki, Sebastián García*270 citations*
15. **[A Survey of Blockchain Consensus Protocols ↗](https://doi.org/10.1145/3579845)**Jie Xu, Cong Wang, Xiaohua Jia*263 citations*
16. **[A Review of the F-Measure: Its History, Properties, Criticism, and Alternatives ↗](https://doi.org/10.1145/3606367)**Peter Christen, David J. Hand, Nishadi Kirielle*232 citations*
17. **[Explainable Reinforcement Learning: A Survey and Comparative Review ↗](https://doi.org/10.1145/3616864)**Stephanie Milani, Nicholay Topin, Manuela Veloso et al.*224 citations*
18. **[A Survey on Hypergraph Representation Learning ↗](https://doi.org/10.1145/3605776)**Alessia Antelmi, Gennaro Cordasco, Mirko Polato et al.*220 citations*
19. **[Edge Computing and Sensor-Cloud: Overview, Solutions, and Directions ↗](https://doi.org/10.1145/3582270)**Tian Wang, Yuzhu Liang, Xuewei Shen et al.*202 citations*
20. **[Deep Learning Approaches on Image Captioning: A Review ↗](https://doi.org/10.1145/3617592)**Taraneh Ghandi, Hamid Reza Pourreza, Hamidreza Mahyar*194 citations*
21. **[Named Entity Recognition and Classification in Historical Documents: A Survey ↗](https://doi.org/10.1145/3604931)**Maud Ehrmann, Ahmed Hamdi, Elvys Linhares Pontes et al.*181 citations*
22. **[Artificial Intelligence for Safety-Critical Systems in Industrial and Transportation Domains: A Survey ↗](https://doi.org/10.1145/3626314)**Jon Perez-Cerrolaza, Jaume Abella, Markus Borg et al.*179 citations*
23. **[Physical Unclonable Functions (PUF) for IoT Devices ↗](https://doi.org/10.1145/3591464)**Abdulaziz Al-Meer, Saif M. Al-Kuwari*176 citations*
24. **[Pre-trained Language Models in Biomedical Domain: A Systematic Survey ↗](https://doi.org/10.1145/3611651)**Benyou Wang, Qianqian Xie, Jiahuan Pei et al.*169 citations*
25. **[Wireless Powered Mobile Edge Computing Networks: A Survey ↗](https://doi.org/10.1145/3579992)**Xiaojie Wang, Jiameng Li, Zhaolong Ning et al.*166 citations*
26. **[Explainable Deep Learning Methods in Medical Image Classification: A Survey ↗](https://doi.org/10.1145/3625287)**Cristiano Patrício, João C. Neves, Luís Filipe Teixeira*161 citations*
27. **[Machine Unlearning: A Survey ↗](https://doi.org/10.1145/3603620)**Heng Xu, Tianqing Zhu, Lefeng Zhang et al.*157 citations*
28. **[Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning ↗](https://doi.org/10.1145/3585385)**Antonio Emanuele Ciná, Kathrin Grosse, Ambra Demontis et al.*151 citations*
29. **[A Survey of Adversarial Defenses and Robustness in NLP ↗](https://doi.org/10.1145/3593042)**Shreya Goyal, Sumanth Doddapaneni, Mitesh M. Khapra et al.*146 citations*
30. **[Demystifying Graph Databases: Analysis and Taxonomy of Data Organization, System Designs, and Graph Queries ↗](https://doi.org/10.1145/3604932)**Maciej Besta, Robert Gerstenberger, Emanuel Peter et al.*145 citations*
31. **[A Practical Survey on Faster and Lighter Transformers ↗](https://doi.org/10.1145/3586074)**Quentin Fournier, Gaétan Marceau, Daniel Aloise*144 citations*
32. **[Representation Bias in Data: A Survey on Identification and Resolution Techniques ↗](https://doi.org/10.1145/3588433)**Nima Shahbazi, Lin Yin, Abolfazl Asudeh et al.*132 citations*
33. **[I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences ↗](https://doi.org/10.1145/3595292)**Daryna Oliynyk, Rudolf L. Mayer, Andreas Rauber*131 citations*
34. **[Mobile Edge Computing and Machine Learning in the Internet of Unmanned Aerial Vehicles: A Survey ↗](https://doi.org/10.1145/3604933)**Zhaolong Ning, Hao Hu, Xiaojie Wang et al.*130 citations*
35. **[A Review of Modern Fashion Recommender Systems ↗](https://doi.org/10.1145/3624733)**Yashar Deldjoo, Fatemeh Nazary, Arnau Ramisa A et al.*129 citations*
36. **[Intelligence at the Extreme Edge: A Survey on Reformable TinyML ↗](https://doi.org/10.1145/3583683)**Visal Rajapakse, Ishan Karunanayake, Nadeem Ahmed*127 citations*
37. **[Survey on Evolutionary Deep Learning: Principles, Algorithms, Applications, and Open Issues ↗](https://doi.org/10.1145/3603704)**Nan Li, Lianbo Ma, Guo Yu et al.*127 citations*
38. **[Deep Learning Workload Scheduling in GPU Datacenters: A Survey ↗](https://doi.org/10.1145/3638757)**Zhisheng Ye, Wei Gao, Qinghao Hu et al.*126 citations*
39. **[Malware Detection with Artificial Intelligence: A Systematic Literature Review ↗](https://doi.org/10.1145/3638552)**Matthew Gaber, Mohiuddin Ahmed, Helge Janicke*123 citations*
40. **[Reinforcement Learning Methods for Computation Offloading: A Systematic Review ↗](https://doi.org/10.1145/3603703)**Zeinab Zabihi, Amir Masoud Eftekhari Moghadam, Mohammad Hossein Rezvani*123 citations*
41. **[A Survey on Deep Learning for Symbolic Music Generation: Representations, Algorithms, Evaluations, and Challenges ↗](https://doi.org/10.1145/3597493)**Shulei Ji, Xinyu Yang, Jing Luo*122 citations*
42. **[Responsible AI Pattern Catalogue: A Collection of Best Practices for AI Governance and Engineering ↗](https://doi.org/10.1145/3626234)**Qinghua Lu, Liming Zhu, Xiwei Xu et al.*121 citations*
43. **[A Survey on Underwater Computer Vision ↗](https://doi.org/10.1145/3578516)**Salma González-Sabbagh, Antonio Robles‐Kelly*119 citations*
44. **[Towards Smart Education through Internet of Things: A Survey ↗](https://doi.org/10.1145/3610401)**Afzal Badshah, Anwar Ghani, Ali Daud et al.*116 citations*
45. **[Federated Learning for Computationally Constrained Heterogeneous Devices: A Survey ↗](https://doi.org/10.1145/3596907)**Kilian Pfeiffer, Martin Rapp, Ramin Khalili et al.*115 citations*
46. **[Security Threats, Countermeasures, and Challenges of Digital Supply Chains ↗](https://doi.org/10.1145/3588999)**Badis Hammi, Sherali Zeadally, Jamel Nebhen*112 citations*
47. **[Exploring Blockchains Interoperability: A Systematic Survey ↗](https://doi.org/10.1145/3582882)**Gang Wang, Qin Wang, Shiping Chen*111 citations*
48. **[Reaching Consensus in the Byzantine Empire: A Comprehensive Review of BFT Consensus Algorithms ↗](https://doi.org/10.1145/3636553)**Gengrui Zhang, Fei Pan, Yunhao Mao et al.*110 citations*
49. **[Explainable AI for Medical Data: Current Methods, Limitations, and Future Directions ↗](https://doi.org/10.1145/3637487)**Md Imran Hossain, Ghada Zamzmi, Peter R. Mouton et al.*106 citations*
50. **[Placement of Microservices-based IoT Applications in Fog Computing: A Taxonomy and Future Directions ↗](https://doi.org/10.1145/3592598)**Samodha Pallewatta, Vassilis Kostakos, Rajkumar Buyya*106 citations*
51. **[Privacy and Fairness in Federated Learning: On the Perspective of Tradeoff ↗](https://doi.org/10.1145/3606017)**Huiqiang Chen, Tianqing Zhu, Tao Zhang et al.*105 citations*
52. **[Resource Management in Mobile Edge Computing: A Comprehensive Survey ↗](https://doi.org/10.1145/3589639)**Xiaojie Zhang, Saptarshi Debroy*102 citations*
53. **[Interpreting Adversarial Examples in Deep Learning: A Review ↗](https://doi.org/10.1145/3594869)**Sicong Han, Chenhao Lin, Chao Qun Shen et al.*100 citations*
54. **[Recent Trends in Task and Motion Planning for Robotics: A Survey ↗](https://doi.org/10.1145/3583136)**Huihui Guo, Fan Wu, Yunchuan Qin et al.*98 citations*
55. **[Deep Learning for Zero-day Malware Detection and Classification: A Survey ↗](https://doi.org/10.1145/3605775)**Fatemeh Deldar, Mahdi Abadi*95 citations*
56. **[A Survey of Generative Adversarial Networks for Synthesizing Structured Electronic Health Records ↗](https://doi.org/10.1145/3636424)**Ghadeer O. Ghosheh, Jin Li, Tingting Zhu*94 citations*
57. **[Secure and Trustworthy Artificial Intelligence-extended Reality (AI-XR) for Metaverses ↗](https://doi.org/10.1145/3614426)**Adnan Qayyum, Muhammad Atif Butt, Hassan Mohamed Ali et al.*93 citations*
58. **[A Survey of Design and Optimization for Systolic Array-based DNN Accelerators ↗](https://doi.org/10.1145/3604802)**Rui Xu, Sheng Ma, Yang Guo et al.*91 citations*
59. **[Detecting Harmful Content on Online Platforms: What Platforms Need vs. Where Research Efforts Go ↗](https://doi.org/10.1145/3603399)**Arnav Arora, Preslav Nakov, Momchil Hardalov et al.*85 citations*
60. **[Handling Bias in Toxic Speech Detection: A Survey ↗](https://doi.org/10.1145/3580494)**Tanmay Garg, Sarah Masud, Tharun Suresh et al.*82 citations*
61. **[Security Threat Mitigation for Smart Contracts: A Comprehensive Survey ↗](https://doi.org/10.1145/3593293)**Nikolay Ivanov, Chenning Li, Qiben Yan et al.*82 citations*
62. **[A Systematic Literature Review on Hardware Reliability Assessment Methods for Deep Neural Networks ↗](https://doi.org/10.1145/3638242)**Mohammad Hasan Ahmadilivani, Mahdi Taheri, Jaan Raik et al.*81 citations*
63. **[Challenges and Opportunities of Biometric User Authentication in the Age of IoT: A Survey ↗](https://doi.org/10.1145/3603705)**Chi-Wei Lien, Sudip Vhaduri*81 citations*
64. **[A Joint Study of the Challenges, Opportunities, and Roadmap of MLOps and AIOps: A Systematic Survey ↗](https://doi.org/10.1145/3625289)**Josu Díaz-de-Arcaya, Ana I. Torre-Bastida, Gorka Zárate et al.*79 citations*
65. **[A Scoping Survey on Cross-reality Systems ↗](https://doi.org/10.1145/3616536)**Jonas Auda, Uwe Gruenefeld, Sarah Faltaous et al.*79 citations*
66. **[A Survey of Next-generation Computing Technologies in Space-air-ground Integrated Networks ↗](https://doi.org/10.1145/3606018)**Zhishu Shen, Jiong Jin, Cheng Tan et al.*79 citations*
67. **[A Survey on Multi-modal Summarization ↗](https://doi.org/10.1145/3584700)**Anubhav Jangra, Sourajit Mukherjee, Adam Jatowt et al.*76 citations*
68. **[Benchmarks for Automated Commonsense Reasoning: A Survey ↗](https://doi.org/10.1145/3615355)**Ernest Davis*76 citations*
69. **[A Systematic Review of IoT Security: Research Potential, Challenges, and Future Directions ↗](https://doi.org/10.1145/3625094)**Wen Fei, Hiroyuki Ohno, Srinivas Sampalli*75 citations*
70. **[Industrial Internet of Things Ecosystems Security and Digital Forensics: Achievements, Open Challenges, and Future Directions ↗](https://doi.org/10.1145/3635030)**Victor Rigworo Kebande, Ali Ismail Awad*75 citations*
71. **[The Evolution of Distributed Systems for Graph Neural Networks and Their Origin in Graph Processing and Deep Learning: A Survey ↗](https://doi.org/10.1145/3597428)**Jana Vatter, Ruben Mayer, Hans‐Arno Jacobsen*73 citations*
72. **[Data Provenance in Security and Privacy ↗](https://doi.org/10.1145/3593294)**Bofeng Pan, Natalia Stakhanova, Suprio Ray*71 citations*
73. **[Container-based Virtualization for Real-time Industrial Systems—A Systematic Review ↗](https://doi.org/10.1145/3617591)**Rui Queiroz, Tiago Cruz, Jérôme Mendes et al.*70 citations*
74. **[A Systematic Review of Data Quality in CPS and IoT for Industry 4.0 ↗](https://doi.org/10.1145/3593043)**Arda Göknil, Phu H. Nguyen, Sagar Sen et al.*69 citations*
75. **[Swarm Robotics: A Survey from a Multi-Tasking Perspective ↗](https://doi.org/10.1145/3611652)**Essam Debie, Kathryn Kasmarik, Matthew Garratt*69 citations*
76. **[Location Reference Recognition from Texts: A Survey and Comparison ↗](https://doi.org/10.1145/3625819)**Xuke Hu, Zhiyong Zhou, Hao Li et al.*68 citations*
77. **[A Survey on UAV-Enabled Edge Computing: Resource Management Perspective ↗](https://doi.org/10.1145/3626566)**Xiaoyu Xia, Sheik Mohammad Mostakim Fattah, Muhammad Ali Babar*67 citations*
78. **[Demystify the Fuzzing Methods: A Comprehensive Survey ↗](https://doi.org/10.1145/3623375)**Sanoop Mallissery, Yu‐Sung Wu*66 citations*
79. **[Sensing within Smart Buildings: A Survey ↗](https://doi.org/10.1145/3596600)**Wael Alsafery, OMER F. RANA, Charith Perera*64 citations*
80. **[The Security in Optical Wireless Communication: A Survey ↗](https://doi.org/10.1145/3594718)**Xiao Zhang, Griffin Klevering, Xinyu Lei et al.*64 citations*
81. **[Combining Machine Learning and Semantic Web: A Systematic Mapping Study ↗](https://doi.org/10.1145/3586163)**Anna Breit, Laura Waltersdorfer, Fajar J. Ekaputra et al.*63 citations*
82. **[A Survey on the Unmanned Aircraft System Traffic Management ↗](https://doi.org/10.1145/3617992)**Asma Hamissi, Amine Dhraief*61 citations*
83. **[Automation for Network Security Configuration: State of the Art and Research Trends ↗](https://doi.org/10.1145/3616401)**Daniele Bringhenti, Guido Marchetto, Riccardo Sisto et al.*60 citations*
84. **[Explainability in Deep Reinforcement Learning: A Review into Current Methods and Applications ↗](https://doi.org/10.1145/3623377)**Thomas Hickling, Abdelhafid Zenati, Nabil Aouf et al.*60 citations*
85. **[Multi-Hop and Mesh for LoRa Networks: Recent Advancements, Issues, and Recommended Applications ↗](https://doi.org/10.1145/3638241)**A. Wong, Say Leng Goh, Mohammad Kamrul Hasan et al.*60 citations*
86. **[A Comparative Survey of Instance Selection Methods applied to Non-Neural and Transformer-Based Text Classification ↗](https://doi.org/10.1145/3582000)**Washington Luiz Miranda da Cunha, Felipe Augusto Resende Viegas, Celso França et al.*59 citations*
87. **[A Systematic Collection of Medical Image Datasets for Deep Learning ↗](https://doi.org/10.1145/3615862)**Johann Li, Guangming Zhu, Cong Hua et al.*59 citations*
88. **[Control Schemes for Quadrotor UAV: Taxonomy and Survey ↗](https://doi.org/10.1145/3617652)**Adnan Khalid, Zohaib Mushtaq, Saad Arif et al.*59 citations*
89. **[Guided Depth Map Super-Resolution: A Survey ↗](https://doi.org/10.1145/3584860)**Zhiwei Zhong, Xianming Liu, Junjun Jiang et al.*59 citations*
90. **[Security Aspects of Cryptocurrency Wallets—A Systematic Literature Review ↗](https://doi.org/10.1145/3596906)**Sabine Houy, Philipp Schmid, Alexandre Bartel*59 citations*
91. **[Temporal Link Prediction: A Unified Framework, Taxonomy, and Review ↗](https://doi.org/10.1145/3625820)**Meng Qin, Dit‐Yan Yeung*59 citations*
92. **[A Survey of AI-enabled Dynamic Manufacturing Scheduling: From Directed Heuristics to Autonomous Learning ↗](https://doi.org/10.1145/3590163)**Jiepin Ding, Mingsong Chen, Ting Wang et al.*56 citations*
93. **[Continuous Human Action Recognition for Human-machine Interaction: A Review ↗](https://doi.org/10.1145/3587931)**Harshala Gammulle, David Ahmedt‐Aristizabal, Simon Denman et al.*56 citations*
94. **[Fairness in Deep Learning: A Survey on Vision and Language Research ↗](https://doi.org/10.1145/3637549)**Otávio Parraga, Martin D. Móre, Christian Mattjie et al.*56 citations*
95. **[Machine Learning and Physics: A Survey of Integrated Models ↗](https://doi.org/10.1145/3611383)**Azra Seyyedi, Mahdi Bohlouli, SeyedEhsan Nedaaee Oskoee*56 citations*
96. **[Macroprogramming: Concepts, State of the Art, and Opportunities of Macroscopic Behaviour Modelling ↗](https://doi.org/10.1145/3579353)**Roberto Casadei*56 citations*
97. **[Generative Adversarial Networks: A Survey on Attack and Defense Perspective ↗](https://doi.org/10.1145/3615336)**Chenhan Zhang, Shui Yu, Zhiyi Tian et al.*55 citations*
98. **[Device Fingerprinting for Cyber-Physical Systems: A Survey ↗](https://doi.org/10.1145/3584944)**Vijay Kumar, Kolin Paul*54 citations*
99. **[Federated Learning for Mobility Applications ↗](https://doi.org/10.1145/3637868)**Melike Geçer, Benoît Garbinato*54 citations*
100. **[Deep Reinforcement Learning Verification: A Survey ↗](https://doi.org/10.1145/3596444)**Matthew Landers, Afsaneh Doryab*53 citations*

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