📰 ACM Computing Surveys 2025 — papers

The works of ACM Computing Surveys published in 2025 that our library holds (publisher: Association for Computing Machinery): 1 work, listed below with the most cited first; each has a page with our summary, its key points and its references.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. Security and Privacy Challenges of Large Language Models: A SurveyBadhan Chandra Das, M. Hadi Amini, Yanzhao Wu357 citations · our summary
2. Data-centric Artificial Intelligence: A Survey ↗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 ↗Zehang Deng, Yongjian Guo, Changzhou Han et al.203 citations
4. Empowering Edge Intelligence: A Comprehensive Survey on On-Device AI Models ↗Xubin Wang, Zhiqing Tang, Jianxiong Guo et al.202 citations
5. Instruction Tuning for Large Language Models: A SurveyShengyu Zhang, Linfeng Dong, Xiaoya Li et al.182 citations · our summary
6. A Survey on Kolmogorov-Arnold Network ↗Shriyank Somvanshi, Syed Aaqib Javed, Md Monzurul Islam et al.175 citations
7. A Review on Edge Large Language Models: Design, Execution, and Applications ↗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 ↗Chen Ling, Xujiang Zhao, Jiaying Lu et al.141 citations
9. A Survey on Deep Learning Hardware Accelerators for Heterogeneous HPC Platforms ↗Cristina Silvano, Daniele Ielmini, Fabrizio Ferrandi et al.133 citations
10. Scientific Large Language Models: A Survey on Biological & Chemical Domains ↗Qiang Zhang, Keyan Ding, Tianwen Lv et al.122 citations

All works of the year (398)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. Security and Privacy Challenges of Large Language Models: A SurveyBadhan Chandra Das, M. Hadi Amini, Yanzhao Wu357 citations · our summary
2. Data-centric Artificial Intelligence: A Survey ↗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 ↗Zehang Deng, Yongjian Guo, Changzhou Han et al.203 citations
4. Empowering Edge Intelligence: A Comprehensive Survey on On-Device AI Models ↗Xubin Wang, Zhiqing Tang, Jianxiong Guo et al.202 citations
5. Instruction Tuning for Large Language Models: A SurveyShengyu Zhang, Linfeng Dong, Xiaoya Li et al.182 citations · our summary
6. A Survey on Kolmogorov-Arnold Network ↗Shriyank Somvanshi, Syed Aaqib Javed, Md Monzurul Islam et al.175 citations
7. A Review on Edge Large Language Models: Design, Execution, and Applications ↗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 ↗Chen Ling, Xujiang Zhao, Jiaying Lu et al.141 citations
9. A Survey on Deep Learning Hardware Accelerators for Heterogeneous HPC Platforms ↗Cristina Silvano, Daniele Ielmini, Fabrizio Ferrandi et al.133 citations
10. Scientific Large Language Models: A Survey on Biological & Chemical Domains ↗Qiang Zhang, Keyan Ding, Tianwen Lv et al.122 citations
11. A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models ↗Haopeng Zhang, Philip S. Yu, Jiawei Zhang112 citations
12. A Comprehensive Review on Autonomous Navigation ↗Saeid Nahavandi, Roohallah Alizadehsani, Darius Nahavandi et al.104 citations
13. Deep Learning on Network Traffic Prediction: Recent Advances, Analysis, and Future Directions ↗Ons Aouedi, Van An Le, Kandaraj Piamrat et al.104 citations
14. Alert Fatigue in Security Operations Centres: Research Challenges and Opportunities ↗Shahroz Tariq, Mohan Baruwal Chhetri, ‪Surya Nepal‬ et al.95 citations
15. A Survey on Uncertainty Quantification Methods for Deep Learning ↗Wenchong He, Zhe Jiang, Tingsong Xiao et al.92 citations
16. Embodied Intelligence: A Synergy of Morphology, Action, Perception and Learning ↗Huaping Liu, Di Guo, Angelo Cangelosi88 citations
17. Generative AI Empowered Network Digital Twins: Architecture, Technologies, and Applications ↗Tong Li, Qingyue Long, Haoye Chai et al.87 citations
18. RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs ↗Shreyas Chaudhari, Pranjal Aggarwal, Vishvak Murahari et al.87 citations
19. A Survey of Multimodal Learning: Methods, Applications, and Future ↗Yuan Yuan, Zhaojian Li, Bin Zhao84 citations
20. A Systematic Literature Review of Robust Federated Learning: Issues, Solutions, and Future Research Directions ↗Md Palash Uddin, Yong Xiang, Mahmudul Hasan et al.79 citations
21. Continual Learning of Large Language Models: A Comprehensive Survey ↗Haizhou Shi, Zihao Xu, Hengyi Wang et al.79 citations
22. A Survey of Autonomous Driving from a Deep Learning Perspective ↗Jingyuan Zhao, Yuyan Wu, Rui Deng et al.77 citations
23. Networking Systems for Video Anomaly Detection: A Tutorial and Survey ↗Jing Liu, Yang Liu, Jieyu Lin et al.77 citations
24. A Survey of Explainable Artificial Intelligence (XAI) in Financial Time Series Forecasting ↗Pierre-Daniel Arsenault, Shengrui Wang, Jean-Marc Patenaude76 citations
25. Natural Language Processing for the Legal Domain: A Survey of Tasks, Datasets, Models, and Challenges ↗Farid Ariai, Joel Mackenzie, Gianluca Demartini76 citations

See all 398 papers in ACM Computing Surveys 2025 — papers →

📄 Works with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

1. Transforming Science with Large Language Models: A Survey on AI-assisted Scientific Discovery, Experimentation, Content Generation, and EvaluationACM Computing SurveysSteffen Eger, Yong Cao, Jennifer D'Souza, et al.2025 · 25 citations

📚 Fields

🎭Arts and Humanities (1)🖥️Computer Science (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓Universität HamburgHamburg · Germany1 work here🔬Austrian Research Institute for Artificial IntelligenceVienna · Austria1 work here🎓University of AberdeenAberdeen · United Kingdom1 work here🎓University of ManchesterManchester · United Kingdom1 work here🎓University of Technology NurembergNuremberg · Germany1 work here🎓Interdisciplinary Transformation University AustriaLinz · Austria1 work here🎓University of ManitobaWinnipeg · Canada1 work here🎓University of TübingenTübingen · Germany1 work here🎓University of SheffieldSheffield · United Kingdom1 work here

works and citations from OpenAlex and our library.

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