---
title: "ACM Computing Surveys 2025 — papers — Elamur Research"
description: "ACM Computing Surveys 2025 — papers: 1 paper in the Elamur Research library, with our summaries, ranked by citations."
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---
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# 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.

[**398** works that year](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2025/#works) · [**25** citations of these works](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2025/#works)

## 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 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*

## 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 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*

[See all 398 papers in ACM Computing Surveys 2025 — papers →](https://md.research.elamur.ai/free/en/venues/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 Evaluation](https://md.research.elamur.ai/free/en/papers/eger-2025-transforming-science-large-language-models/) [ACM Computing Surveys](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/)**Steffen Eger, Yong Cao, Jennifer D'Souza, et al.*2025 · 25 citations*

## Fields

[Arts and Humanities (1)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

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

[🧑‍🔬**Anne Lauscher**1 work here · 25 citations](https://md.research.elamur.ai/free/en/authors/anne-lauscher/) · [🧑‍🔬**Brigitte Krenn**1 work here · 25 citations](https://md.research.elamur.ai/free/en/authors/brigitte-krenn/) · [🧑‍🔬**Chenghua Lin**1 work here · 25 citations](https://md.research.elamur.ai/free/en/authors/chenghua-lin/) · [🧑‍🔬**Jennifer D'Souza**1 work here · 25 citations](https://md.research.elamur.ai/free/en/authors/jennifer-d-souza/) · [🧑‍🔬**Nafise Sadat Moosavi**1 work here · 25 citations](https://md.research.elamur.ai/free/en/authors/nafise-sadat-moosavi/) · [🧑‍🔬**Steffen Eger**1 work here · 25 citations](https://md.research.elamur.ai/free/en/authors/steffen-eger/) · [🧑‍🔬**Yizhi Li**1 work here · 25 citations](https://md.research.elamur.ai/free/en/authors/yizhi-li/) · [🧑‍🔬**Yong Cao**1 work here · 25 citations](https://md.research.elamur.ai/free/en/authors/yong-cao/) · [🧑‍🔬**Yufang Hou**1 work here · 25 citations](https://md.research.elamur.ai/free/en/authors/yufang-hou/)

## Top institutions

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

[🎓**Universität Hamburg** Hamburg · Germany 1 work here](https://md.research.elamur.ai/free/en/universities/universitat-hamburg/) · [🔬**Austrian Research Institute for Artificial Intelligence** Vienna · Austria 1 work here](https://md.research.elamur.ai/free/en/labs/austrian-research-institute-for-artificial-intelligence/) · [🎓**University of Aberdeen** Aberdeen · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-aberdeen/) · [🎓**University of Manchester** Manchester · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-manchester/) · [🎓**University of Technology Nuremberg** Nuremberg · Germany 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-technology-nuremberg/) · [🎓**Interdisciplinary Transformation University Austria** Linz · Austria 1 work here](https://md.research.elamur.ai/free/en/universities/interdisciplinary-transformation-university-austria/) · [🎓**University of Manitoba** Winnipeg · Canada 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-manitoba/) · [🎓**University of Tübingen** Tübingen · Germany 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-tubingen/) · [🎓**University of Sheffield** Sheffield · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-sheffield/)

works and citations from OpenAlex and our library.

- [← previous ACM Computing Surveys 2024](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2024/)
- [↑ back to ACM Computing Surveys](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/)