---
title: "ACM Computing Surveys 2025 — all accepted papers"
description: "All 398 papers of ACM Computing Surveys 2025 · page 1 of 4, the most cited first; those with our summary link to it."
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# ACM Computing Surveys 2025: all accepted papers

398 papers · page 1 of 4 · the most cited first · [← ACM Computing Surveys 2025](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2025/)

**1** [2](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2025/papers/page/2/) [3](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2025/papers/page/3/) [4](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2025/papers/page/4/) [next →](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2025/papers/page/2/)

1. **[Security and Privacy Challenges of Large Language Models: A Survey](https://md.research.elamur.ai/free/en/papers/das-2024-security-privacy-challenges-large-language/)**Badhan Chandra Das, M. Hadi Amini, Yanzhao Wu*357 citations · our summary*
2. **[Data-centric Artificial Intelligence: A Survey ↗](https://doi.org/10.1145/3711118)**Daochen Zha, Zaid Pervaiz Bhat, Kwei-Herng Lai et al.*334 citations*
3. **[AI Agents Under Threat: A Survey of Key Security Challenges and Future Pathways ↗](https://doi.org/10.1145/3716628)**Zehang Deng, Yongjian Guo, Changzhou Han et al.*203 citations*
4. **[Empowering Edge Intelligence: A Comprehensive Survey on On-Device AI Models ↗](https://doi.org/10.1145/3724420)**Xubin Wang, Zhiqing Tang, Jianxiong Guo et al.*202 citations*
5. **[Instruction Tuning for Large Language Models: A Survey](https://md.research.elamur.ai/free/en/papers/zhang-2023-instruction-tuning-large-language-models/)**Shengyu Zhang, Linfeng Dong, Xiaoya Li et al.*182 citations · our summary*
6. **[A Survey on Kolmogorov-Arnold Network ↗](https://doi.org/10.1145/3743128)**Shriyank Somvanshi, Syed Aaqib Javed, Md Monzurul Islam et al.*175 citations*
7. **[A Review on Edge Large Language Models: Design, Execution, and Applications ↗](https://doi.org/10.1145/3719664)**Yue Zheng, Yuhao Chen, Bin Qian et al.*158 citations*
8. **[Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey ↗](https://doi.org/10.1145/3764579)**Chen Ling, Xujiang Zhao, Jiaying Lu et al.*141 citations*
9. **[A Survey on Deep Learning Hardware Accelerators for Heterogeneous HPC Platforms ↗](https://doi.org/10.1145/3729215)**Cristina Silvano, Daniele Ielmini, Fabrizio Ferrandi et al.*133 citations*
10. **[Scientific Large Language Models: A Survey on Biological & Chemical Domains ↗](https://doi.org/10.1145/3715318)**Qiang Zhang, Keyan Ding, Tianwen Lv et al.*122 citations*
11. **[A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models ↗](https://doi.org/10.1145/3731445)**Haopeng Zhang, Philip S. Yu, Jiawei Zhang*112 citations*
12. **[A Comprehensive Review on Autonomous Navigation ↗](https://doi.org/10.1145/3727642)**Saeid Nahavandi, Roohallah Alizadehsani, Darius Nahavandi et al.*104 citations*
13. **[Deep Learning on Network Traffic Prediction: Recent Advances, Analysis, and Future Directions ↗](https://doi.org/10.1145/3703447)**Ons Aouedi, Van An Le, Kandaraj Piamrat et al.*104 citations*
14. **[Alert Fatigue in Security Operations Centres: Research Challenges and Opportunities ↗](https://doi.org/10.1145/3723158)**Shahroz Tariq, Mohan Baruwal Chhetri, ‪Surya Nepal‬ et al.*95 citations*
15. **[A Survey on Uncertainty Quantification Methods for Deep Learning ↗](https://doi.org/10.1145/3786319)**Wenchong He, Zhe Jiang, Tingsong Xiao et al.*92 citations*
16. **[Embodied Intelligence: A Synergy of Morphology, Action, Perception and Learning ↗](https://doi.org/10.1145/3717059)**Huaping Liu, Di Guo, Angelo Cangelosi*88 citations*
17. **[Generative AI Empowered Network Digital Twins: Architecture, Technologies, and Applications ↗](https://doi.org/10.1145/3711682)**Tong Li, Qingyue Long, Haoye Chai et al.*87 citations*
18. **[RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs ↗](https://doi.org/10.1145/3743127)**Shreyas Chaudhari, Pranjal Aggarwal, Vishvak Murahari et al.*87 citations*
19. **[A Survey of Multimodal Learning: Methods, Applications, and Future ↗](https://doi.org/10.1145/3713070)**Yuan Yuan, Zhaojian Li, Bin Zhao*84 citations*
20. **[A Systematic Literature Review of Robust Federated Learning: Issues, Solutions, and Future Research Directions ↗](https://doi.org/10.1145/3727643)**Md Palash Uddin, Yong Xiang, Mahmudul Hasan et al.*79 citations*
21. **[Continual Learning of Large Language Models: A Comprehensive Survey ↗](https://doi.org/10.1145/3735633)**Haizhou Shi, Zihao Xu, Hengyi Wang et al.*79 citations*
22. **[A Survey of Autonomous Driving from a Deep Learning Perspective ↗](https://doi.org/10.1145/3729420)**Jingyuan Zhao, Yuyan Wu, Rui Deng et al.*77 citations*
23. **[Networking Systems for Video Anomaly Detection: A Tutorial and Survey ↗](https://doi.org/10.1145/3729222)**Jing Liu, Yang Liu, Jieyu Lin et al.*77 citations*
24. **[A Survey of Explainable Artificial Intelligence (XAI) in Financial Time Series Forecasting ↗](https://doi.org/10.1145/3729531)**Pierre-Daniel Arsenault, Shengrui Wang, Jean-Marc Patenaude*76 citations*
25. **[Natural Language Processing for the Legal Domain: A Survey of Tasks, Datasets, Models, and Challenges ↗](https://doi.org/10.1145/3777009)**Farid Ariai, Joel Mackenzie, Gianluca Demartini*76 citations*
26. **[Blockchain-Empowered Trustworthy Data Sharing: Fundamentals, Applications, and Challenges ↗](https://doi.org/10.1145/3718082)**Thanh Tu Nguyen, Lam Duc Nguyen, Thong Hoang et al.*75 citations*
27. **[Comprehensive Review of Path Planning Techniques for Unmanned Aerial Vehicles (UAVs) ↗](https://doi.org/10.1145/3737280)**Pawan Kumar, Kunwar Pal, Mahesh Chandra Govil*72 citations*
28. **[LLMs in Software Security: A Survey of Vulnerability Detection Techniques and Insights ↗](https://doi.org/10.1145/3769082)**Ze Sheng, Z.G. Chen, Shuning Gu et al.*71 citations*
29. **[Quantum Key Distribution Networks - Key Management: A Survey ↗](https://doi.org/10.1145/3730575)**Emir Dervisevic, Amina Tanković, Ehsan Fazel et al.*71 citations*
30. **[A Survey on Speech Deepfake Detection ↗](https://doi.org/10.1145/3714458)**Menglu Li, Yasaman Ahmadiadli, Xiao-Ping Steven Zhang*70 citations*
31. **[Knowledge Distillation on Graphs: A Survey ↗](https://doi.org/10.1145/3711121)**Yijun Tian, Shichao Pei, Xiangliang Zhang et al.*68 citations*
32. **[Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art ↗](https://doi.org/10.1145/3758090)**Aref Miri Rekavandi, Shima Rashidi, Farid Boussaïd et al.*68 citations*
33. **[Physics-Guided Deep Learning for Dynamical Systems: A Survey ↗](https://doi.org/10.1145/3766887)**Rui Wang, Rose Yu*67 citations*
34. **[Understanding World or Predicting Future? A Comprehensive Survey of World Models ↗](https://doi.org/10.1145/3746449)**Jingtao Ding, Yunke Zhang, Yu Shang et al.*66 citations*
35. **[Green Federated Learning: A New Era of Green Aware AI ↗](https://doi.org/10.1145/3718363)**Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino et al.*65 citations*
36. **[Intrusion Detection Based on Federated Learning: A Systematic Review ↗](https://doi.org/10.1145/3731596)**José L. Hernández-Ramos, Γεώργιος Καρόπουλος, Efstratios Chatzoglou et al.*65 citations*
37. **[Natural Language Understanding and Inference with MLLM in Visual Question Answering: A Survey ↗](https://doi.org/10.1145/3711680)**Jiayi Kuang, Ying Shen, Jingyou Xie et al.*65 citations*
38. **[Towards Efficient Generative Large Language Model Serving: A Survey from Algorithms to Systems ↗](https://doi.org/10.1145/3754448)**Xupeng Miao, Gabriele Oliaro, Zhihao Zhang et al.*65 citations*
39. **[AI-Generated Content (AIGC) for Various Data Modalities: A Survey ↗](https://doi.org/10.1145/3728633)**Lin Geng Foo, Hossein Rahmani, Jun Liu*63 citations*
40. **[The Federation Strikes Back: A Survey of Federated Learning Privacy Attacks, Defenses, Applications, and Policy Landscape ↗](https://doi.org/10.1145/3724113)**Joshua Zhao, Saurabh Bagchi, A. Salman Avestimehr et al.*61 citations*
41. **[A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems](https://md.research.elamur.ai/free/en/papers/yi-2024-survey-recent-advances-llm-based/)**Zihao Yi, Jiarui Ouyang, Zhe Xu et al.*59 citations · our summary*
42. **[Review-based Recommender Systems: A Survey of Approaches, Challenges and Future Perspectives ↗](https://doi.org/10.1145/3742421)**Emrul Hasan, Mizanur Rahman, Chen Ding et al.*59 citations*
43. **[Recent Advances of Differential Privacy in Centralized Deep Learning: A Systematic Survey ↗](https://doi.org/10.1145/3712000)**Lea Demelius, Roman Kern, Andreas Trügler*58 citations*
44. **[A Survey on Hypergraph Mining: Patterns, Tools, and Generators ↗](https://doi.org/10.1145/3719002)**Geon Lee, Fanchen Bu, Tina Eliassi‐Rad et al.*57 citations*
45. **[Domain Generalization in Computational Pathology: Survey and Guidelines ↗](https://doi.org/10.1145/3724391)**Mostafa Jahanifar, Manahil Raza, Kesi Xu et al.*57 citations*
46. **[A Primer on Pretrained Multilingual Language Models ↗](https://doi.org/10.1145/3727339)**Sumanth Doddapaneni, Gowtham Ramesh, Mitesh M. Khapra et al.*54 citations*
47. **[A Survey on Uncertainty Quantification of Large Language Models: Taxonomy, Open Research Challenges, and Future Directions ↗](https://doi.org/10.1145/3744238)**Ola Shorinwa, Zhiting Mei, Justin Lidard et al.*53 citations*
48. **[Natural Language Processing for Dialects of a Language: A Survey ↗](https://doi.org/10.1145/3712060)**Aditya Joshi, Raj Dabre, Diptesh Kanojia et al.*53 citations*
49. **[Underwater Optical Object Detection in the Era of Artificial Intelligence: Current, Challenge, and Future ↗](https://doi.org/10.1145/3759243)**Long Chen, Yuzhi Huang, Junyu Dong et al.*51 citations*
50. **[Igniting Language Intelligence: The Hitchhiker’s Guide from Chain-of-Thought Reasoning to Language Agents ↗](https://doi.org/10.1145/3719341)**Zhuosheng Zhang, Yao Yao, Aston Zhang et al.*50 citations*
51. **[Multi-Step Reasoning with Large Language Models, a Survey ↗](https://doi.org/10.1145/3774896)**Aske Plaat, Annie Wong, Suzan Verberne et al.*50 citations*
52. **[A Comprehensive Survey on Machine Learning Driven Material Defect Detection ↗](https://doi.org/10.1145/3730576)**Jun Bai, Di Wu, Tristan Shelley et al.*49 citations*
53. **[A Survey on Employing Large Language Models for Text-to-SQL Tasks ↗](https://doi.org/10.1145/3737873)**Liang Shi, Zhengju Tang, Nan Zhang et al.*48 citations*
54. **[The Emerged Security and Privacy of LLM Agent: A Survey with Case Studies ↗](https://doi.org/10.1145/3773080)**Feng He, Tianqing Zhu, Dayong Ye et al.*48 citations*
55. **[A Survey on Error-Bounded Lossy Compression for Scientific Datasets ↗](https://doi.org/10.1145/3733104)**Sheng Di, Jinyang Liu, Kai Zhao et al.*47 citations*
56. **[Self-supervised Learning for Electroencephalogram: A Systematic Survey ↗](https://doi.org/10.1145/3736574)**Weining Weng, Yang Gu, Shuai Guo et al.*47 citations*
57. **[Towards Lifelong Learning of Large Language Models: A Survey ↗](https://doi.org/10.1145/3716629)**Junhao Zheng, Shengjie Qiu, Chengming Shi et al.*47 citations*
58. **[Deep Learning for Cross-Domain Few-Shot Visual Recognition: A Survey ↗](https://doi.org/10.1145/3718362)**Huali Xu, Shuaifeng Zhi, Shuzhou Sun et al.*46 citations*
59. **[A Survey of AIOps in the Era of Large Language Models ↗](https://doi.org/10.1145/3746635)**Lingzhe Zhang, Tong Jia, Mengxi Jia et al.*45 citations*
60. **[A Survey on Exploring Real and Virtual Social Network Rumors: State-of-the-Art and Research Challenges ↗](https://doi.org/10.1145/3716498)**Qiang He, Songyangjun Zhang, Yuliang Cai et al.*45 citations*
61. **[Deep Generative Models for Therapeutic Peptide Discovery: A Comprehensive Review ↗](https://doi.org/10.1145/3714455)**Leshan Lai, Yuansheng Liu, Bosheng Song et al.*45 citations*
62. **[Class-Imbalanced Learning on Graphs: A Survey ↗](https://doi.org/10.1145/3718734)**Yihong Ma, Yijun Tian, Nuno Moniz et al.*44 citations*
63. **[Unique Security and Privacy Threats of Large Language Models: A Comprehensive Survey ↗](https://doi.org/10.1145/3764113)**Shang Wang, Tianqing Zhu, Bo Liu et al.*44 citations*
64. **[Vertical Federated Learning for Effectiveness, Security, Applicability: A Survey ↗](https://doi.org/10.1145/3720539)**Mang Ye, Wei Shen, Bo Du et al.*44 citations*
65. **[From Tiny Machine Learning to Tiny Deep Learning: A Survey ↗](https://doi.org/10.1145/3776588)**Shriyank Somvanshi, Md Monzurul Islam, Gaurab Chhetri et al.*42 citations*
66. **[Conformal Prediction: A Data Perspective ↗](https://doi.org/10.1145/3736575)**Xiaofan Zhou, Baiting Chen, Yu Gui et al.*41 citations*
67. **[Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art ↗](https://doi.org/10.1145/3716846)**Neeloy Chakraborty, Melkior Ornik, Katherine Driggs-Campbell*41 citations*
68. **[Natural Language Processing Methods for Symbolic Music Generation and Information Retrieval: A Survey ↗](https://doi.org/10.1145/3714457)**Dinh-Viet-Toan Le, Louis Bigo, Dorien Herremans et al.*41 citations*
69. **[Data Readiness for AI: A 360-Degree Survey ↗](https://doi.org/10.1145/3722214)**Kaveen Hiniduma, Suren Byna, Jean Luca Bez*40 citations*
70. **[Keystroke Dynamics: Concepts, Techniques, and Applications ↗](https://doi.org/10.1145/3733103)**Rashik Shadman, Ahmed Anu Wahab, Michael Manno et al.*40 citations*
71. **[Nonnegative Matrix Factorization in Dimensionality Reduction: A Survey ↗](https://doi.org/10.1145/3767726)**Farid Saberi-Movahed, Kamal Berahmand, Razieh Sheikhpour et al.*40 citations*
72. **[Transfer Learning in Sensor-Based Human Activity Recognition: A Survey ↗](https://doi.org/10.1145/3717608)**Sourish Gunesh Dhekane, Thomas Plötz*40 citations*
73. **[Diffusion-Based Visual Art Creation: A Survey and New Perspectives ↗](https://doi.org/10.1145/3728459)**Bingyuan Wang, Qifeng Chen, Zeyu Wang*39 citations*
74. **[Generative AI for Intelligent Transportation Systems: Road Transportation Perspective ↗](https://doi.org/10.1145/3719290)**Huan Yan, Yong Li*39 citations*
75. **[AI Alignment: A Contemporary Survey ↗](https://doi.org/10.1145/3770749)**Jiaming Ji, Tianyi Qiu, Boyuan Chen et al.*37 citations*
76. **[Recent Advances in Symbolic Regression ↗](https://doi.org/10.1145/3735634)**Junlan Dong, Jinghui Zhong*37 citations*
77. **[A Container Security Survey: Exploits, Attacks, and Defenses ↗](https://doi.org/10.1145/3715001)**Omar Jarkas, Ryan K. L. Ko, Naipeng Dong et al.*36 citations*
78. **[Privacy Preserving Prompt Engineering: A Survey ↗](https://doi.org/10.1145/3729219)**Kennedy Edemacu, Xintao Wu*36 citations*
79. **[Artificial Intelligence as a Service (AIaaS) for Cloud, Fog and the Edge: State-of-the-Art Practices ↗](https://doi.org/10.1145/3712016)**Naeem Syed, Adnan Anwar, Zubair Ahmed Baig et al.*35 citations*
80. **[The Evolution of Reinforcement Learning in Quantitative Finance: A Survey ↗](https://doi.org/10.1145/3733714)**Nikolaos Pippas, Elliot Andrew Ludvig, Çağatay Turkay*35 citations*
81. **[Attacks and Defenses for Generative Diffusion Models: A Comprehensive Survey ↗](https://doi.org/10.1145/3721479)**Vu Tuan Truong, L. Dang, Long Bao Le*34 citations*
82. **[Approximate Computing Survey, Part I: Terminology and Software & Hardware Approximation Techniques ↗](https://doi.org/10.1145/3716845)**Vasileios Leon, Muhammad Abdullah Hanif, Giorgos Armeniakos et al.*33 citations*
83. **[A Comprehensive Survey on Self-Supervised Learning for Recommendation ↗](https://doi.org/10.1145/3746280)**Xubin Ren, Wei Wei, Lianghao Xia et al.*32 citations*
84. **[Concept-based Explainable Artificial Intelligence: A Survey ↗](https://doi.org/10.1145/3774643)**Eleonora Poeta, Gabriele Ciravegna, Eliana Pastor et al.*32 citations*
85. **[Survey on Factuality in Large Language Models ↗](https://doi.org/10.1145/3742420)**Cunxiang Wang, Xiaoze Liu, Yuanhao Yue et al.*32 citations*
86. **[Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models ↗](https://doi.org/10.1145/3777382)**Md Meftahul Ferdaus, Mahdi Abdelguerfi, Elias Ioup et al.*32 citations*
87. **[Graph Deep Learning for Time Series Forecasting ↗](https://doi.org/10.1145/3742784)**Andrea Cini, Ivan Marisca, Daniele Zambon et al.*31 citations*
88. **[Maintainability and Scalability in Machine Learning: Challenges and Solutions ↗](https://doi.org/10.1145/3736751)**Karthik Shivashankar, Ghadi S. Al Hajj, Antonio Martini*31 citations*
89. **[A Comprehensive Survey on Big Data Analytics: Characteristics, Tools and Techniques ↗](https://doi.org/10.1145/3718364)**Mohammad Shahnawaz, Manish Kumar*30 citations*
90. **[Few-Shot Learning for Medical Image Segmentation: A Review and Comparative Study ↗](https://doi.org/10.1145/3746224)**Theekshana Dissanayake, Yasmeen George, Dwarikanath Mahapatra et al.*30 citations*
91. **[Fundamental Capabilities and Applications of Large Language Models: A Survey ↗](https://doi.org/10.1145/3735632)**Jiawei Li, Yang Gao, Yizhe Yang et al.*30 citations*
92. **[A Multivocal Review of MLOps Practices, Challenges and Open Issues ↗](https://doi.org/10.1145/3747346)**Beyza Eken, Samodha Pallewatta, Nguyen Khoi Tran et al.*29 citations*
93. **[A Survey on Diffusion Models for Time Series and Spatio-Temporal Data ↗](https://doi.org/10.1145/3783986)**Yiyuan Yang, Ming Jin, Haomin Wen et al.*29 citations*
94. **[UAV Operations Safety Assessment: A Systematic Literature Review ↗](https://doi.org/10.1145/3723871)**Omid Asghari, Naghmeh Ivaki, Henrique Madeira*29 citations*
95. **[A Survey of mmWave Backscatter: Applications, Platforms, and Technologies ↗](https://doi.org/10.1145/3723004)**Yimiao Sun, Yuan He, Yang Zou et al.*28 citations*
96. **[From 5G to 6G: A Survey on Security, Privacy, and Standardization Pathways ↗](https://doi.org/10.1145/3785467)**Mengmeng Yang, Youyang Qu, Thilina Ranbaduge et al.*28 citations*
97. **[Making Sense of Big Data in Intelligent Transportation Systems: Current Trends, Challenges and Future Directions ↗](https://doi.org/10.1145/3716371)**Mian Ahmad Jan, Muhammad Adil, Bouziane Brik et al.*28 citations*
98. **[Out-of-Distribution Detection: A Task-Oriented Survey of Recent Advances ↗](https://doi.org/10.1145/3760390)**Shuo Lu, Yingsheng Wang, Lijun Sheng et al.*28 citations*
99. **[Analytical Survey of Learning with Low-Resource Data: From Analysis to Investigation ↗](https://doi.org/10.1145/3773075)**Xiaofeng Cao, Mingwei Xu, Xin Feng Yu et al.*27 citations*
100. **[Ante-Hoc Methods for Interpretable Deep Models: A Survey ↗](https://doi.org/10.1145/3728637)**Antonio Di Marino, Vincenzo Bevilacqua, Angelo Ciaramella et al.*27 citations*

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