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title: "ACM Computing Surveys 2025 — all accepted papers, page 2"
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# ACM Computing Surveys 2025: all accepted papers

398 papers · page 2 of 4 · the most cited first · [← ACM Computing Surveys 2025](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2025/)

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101. **[Data Augmentation on Graphs: A Technical Survey ↗](https://doi.org/10.1145/3732282)**Jiajun Zhou, Chenxuan Xie, Shengbo Gong et al.*27 citations*
102. **[Future UAV/Drone Systems for Intelligent Active Surveillance and Monitoring ↗](https://doi.org/10.1145/3760389)**Tazeem Ahmad, Alicia Esquivel Morel, Nuo Cheng et al.*27 citations*
103. **[Similarity of Neural Network Models: A Survey of Functional and Representational Measures ↗](https://doi.org/10.1145/3728458)**Max Klabunde, Tobias Schumacher, Markus Strohmaier et al.*27 citations*
104. **[Vehicle Trajectory Data Processing, Analytics, and Applications: A Survey ↗](https://doi.org/10.1145/3715902)**Chenxi Liu, Zhu Qiang Xiao, Wangchen Long et al.*27 citations*
105. **[Visual Question Answering: A Survey of Methods, Datasets, Evaluation, and Challenges ↗](https://doi.org/10.1145/3728635)**Byeong Su Kim, Jieun Kim, Deokwoo Lee et al.*26 citations*
106. **[A Survey of Quantum Machine Learning: Foundations, Algorithms, Frameworks, Data and Applications ↗](https://doi.org/10.1145/3764582)**Francesc Rodríguez-Díaz, David Gutiérrez‐Avilés, Alicia Troncoso et al.*25 citations*
107. **[A Survey of Reasoning with Foundation Models: Concepts, Methodologies, and Outlook ↗](https://doi.org/10.1145/3729218)**Jiankai Sun, Chuanyang Zheng, Enze Xie et al.*25 citations*
108. **[Decoding Fake News and Hate Speech: A Survey of Explainable AI Techniques ↗](https://doi.org/10.1145/3711123)**Mikel K. Ngueajio, Saurav Keshari Aryal, Marcellin Atemkeng et al.*25 citations*
109. **[Secure Robotics: Navigating Challenges at the Nexus of Safety, Trust, and Cybersecurity in Cyber-Physical Systems ↗](https://doi.org/10.1145/3723050)**Adam Haskard, Damith C. Herath*25 citations*
110. **[A Survey on Online Aggression: Content Detection and Behavioral Analysis on Social Media ↗](https://doi.org/10.1145/3711125)**Swapnil Mane, Suman Kundu, Rajesh R. Sharma*24 citations*
111. **[Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices ↗](https://doi.org/10.1145/3715093)**Mikołaj Małkiński, Jacek Mańdziuk*24 citations*
112. **[Vision Technologies with Applications in Traffic Surveillance Systems: A Holistic Survey ↗](https://doi.org/10.1145/3760525)**Wei Zhou, Li Yang, Lei Zhao et al.*24 citations*
113. **[A Survey of Source Code Representations for Machine Learning-Based Cybersecurity Tasks ↗](https://doi.org/10.1145/3721977)**Beatrice Casey, Joanna C. S. Santos, George Perry*22 citations*
114. **[A Survey on Off-chain Networks: Frameworks, Technologies, Solutions and Challenges ↗](https://doi.org/10.1145/3735124)**Xiaojie Wang, Hanxue Li, Ling Yi et al.*22 citations*
115. **[Decentralized Federated Learning with Non-IID Data: Challenges, Trends, and Future Opportunities ↗](https://doi.org/10.1145/3785657)**Wu‐Chun Chung, Chao-Ai Lo, Yu-Jau Lin et al.*22 citations*
116. **[Towards a Better Understanding of Evaluating Trustworthiness in AI Systems ↗](https://doi.org/10.1145/3721976)**Nils Kemmerzell, Annika Schreiner, Haroon Khalid et al.*22 citations*
117. **[A Survey on Services Placement Algorithms in Integrated Cloud-Fog / Edge Computing ↗](https://doi.org/10.1145/3729214)**Imane Taleb, Jean‐Loup Guillaume, Benjamin Duthil*21 citations*
118. **[Can Graph Neural Networks be Adequately Explained? A Survey ↗](https://doi.org/10.1145/3711122)**Xuyan Li, Jie Wang, Zheng Yan*21 citations*
119. **[Deep Causal Learning: Representation, Discovery and Inference ↗](https://doi.org/10.1145/3762179)**Zizhen Deng, Hu Tian, Xiaolong Zheng et al.*21 citations*
120. **[Graph Neural Networks for Tabular Data Learning: A Survey with Taxonomy and Directions ↗](https://doi.org/10.1145/3744918)**Cheng–Te Li, Yu-Che Tsai, Chih-Yao Chen et al.*21 citations*
121. **[Humanoid Robots and Humanoid AI: Review, Perspectives and Directions ↗](https://doi.org/10.1145/3770574)**Longbing Cao*21 citations*
122. **[Trustworthy AI-based Performance Diagnosis Systems for Cloud Applications: A Review ↗](https://doi.org/10.1145/3701740)**Ruyue Xin, Jingye Wang, Peng Chen et al.*21 citations*
123. **[A Review of Pseudonym Change Strategies for Location Privacy Preservation Schemes in Vehicular Networks ↗](https://doi.org/10.1145/3718736)**Leila Benarous, Sherali Zeadally, Saâdi Boudjit et al.*20 citations*
124. **[Dense Video Captioning: A Survey of Techniques, Datasets and Evaluation Protocols ↗](https://doi.org/10.1145/3712059)**Iqra Qasim, Alexander Horsch, Dilip Kumar Prasad*20 citations*
125. **[Instrumental Variables in Causal Inference and Machine Learning: A Survey ↗](https://doi.org/10.1145/3735969)**Anpeng Wu, Kun Kuang, Ruoxuan Xiong et al.*20 citations*
126. **[Review and Analysis of FPGA and ASIC Implementations of NIST Lightweight Cryptography Finalists ↗](https://doi.org/10.1145/3721122)**Evangelia Konstantopoulou, George S. Athanasiou, Nicolas Sklavos*20 citations*
127. **[Smart Water-IoT: Harnessing IoT and AI for Efficient Water Management ↗](https://doi.org/10.1145/3744338)**Vlastimil Slaný, Eva Krčálová, Jiří Balej et al.*20 citations*
128. **[Software Fairness: An Analysis and Survey ↗](https://doi.org/10.1145/3762170)**Ezekiel Soremekun, Mike Papadakis, Maxime Cordy et al.*20 citations*
129. **[Text Classification Using Graph Convolutional Networks: A Comprehensive Survey ↗](https://doi.org/10.1145/3714456)**Syed Mustafa Haider Rizvi, Ramsha Imran, Arif Mahmood*20 citations*
130. **[A Systematic Review of Multimodal Signal Fusion for Acute Pain Assessment Systems ↗](https://doi.org/10.1145/3737281)**Muhammad Umar Khan, Girija Chetty, Roland Goecke et al.*19 citations*
131. **[Adversarial Attacks of Vision Tasks in the Past 10 Years: A Survey ↗](https://doi.org/10.1145/3743126)**Chiyu Zhang, Lu Qun Zhou, Xiaogang Xu et al.*19 citations*
132. **[Deep Learning Based Image Aesthetic Quality Assessment- A Review ↗](https://doi.org/10.1145/3716820)**Maedeh Daryanavard Chounchenani, Asadollah Shahbahrami, Reza Hassanpour et al.*19 citations*
133. **[A Generic Taxonomy for Steganography Methods ↗](https://doi.org/10.1145/3729165)**Steffen Wendzel, Luca Caviglione, Wojciech Mazurczyk et al.*18 citations*
134. **[An End-to-End Pipeline Perspective on Video Streaming in Best-Effort Networks: A Survey and Tutorial ↗](https://doi.org/10.1145/3742472)**Leonardo Peroni, Sergey Gorinsky*18 citations*
135. **[Evolutionary Computation for Sparse Multi-Objective Optimization: A Survey ↗](https://doi.org/10.1145/3734865)**Shuai Shao, Ye Tian, Yajie Zhang et al.*18 citations*
136. **[Robust Recommender System: A Survey and Future Directions ↗](https://doi.org/10.1145/3757057)**Kaike Zhang, Qi Cao, Fei Sun et al.*18 citations*
137. **[Smart Road Traffic Monitoring: Unveiling the Synergy of IoT and AI for Enhanced Urban Mobility ↗](https://doi.org/10.1145/3729217)**Karmveer Saini, Sandeep Sharma*18 citations*
138. **[Towards Trustworthy AI-Empowered Real-Time Bidding for Online Advertisement Auctioning ↗](https://doi.org/10.1145/3701741)**Xiaoli Tang, Han Yu*18 citations*
139. **[Unravelling Digital Forgeries: A Systematic Survey on Image Manipulation Detection and Localization ↗](https://doi.org/10.1145/3731243)**Vijayakumar Kadha, Sambit Bakshi, Santos Kumar Das*18 citations*
140. **[Approximate Computing Survey, Part II: Application-Specific & Architectural Approximation Techniques and Applications ↗](https://doi.org/10.1145/3711683)**Vasileios Leon, Muhammad Abdullah Hanif, Giorgos Armeniakos et al.*17 citations*
141. **[Out-of-Distribution Data: An Acquaintance of Adversarial Examples - A Survey ↗](https://doi.org/10.1145/3719292)**Naveen Karunanayake, Ravin Gunawardena, Suranga Seneviratne et al.*17 citations*
142. **[Performance Modeling of Public Permissionless Blockchains: A Survey ↗](https://doi.org/10.1145/3715094)**Molud Esmaili, Kenneth J. Christensen*17 citations*
143. **[Recent Advances in Vision Transformer Robustness Against Adversarial Attacks in Traffic Sign Detection and Recognition: A Survey ↗](https://doi.org/10.1145/3729167)**Oluwajuwon A. Fawole, Danda B. Rawat*17 citations*
144. **[A Systematic Review of XR-Enabled Remote Human-Robot Interaction Systems ↗](https://doi.org/10.1145/3730574)**Xian Wang, Luyao Shen, Lik‐Hang Lee*16 citations*
145. **[Detecting Misuse of Security APIs: A Systematic Review ↗](https://doi.org/10.1145/3735968)**Zahra Mousavi, Chadni Islam, Muhammad Ali Babar et al.*16 citations*
146. **[Facial Expression Analysis and Its Potentials in IoT Systems: A Contemporary Survey ↗](https://doi.org/10.1145/3737456)**Zixuan Shangguan, Yanjie Dong, Song Guo et al.*16 citations*
147. **[Towards Message Brokers for Generative AI: Survey, Challenges, and Opportunities ↗](https://doi.org/10.1145/3742891)**Alaa Saleh, Roberto Morabito, Schahram Dustdar et al.*16 citations*
148. **[A Survey on Spatio-Temporal Prediction: From Transformers to Foundation Models ↗](https://doi.org/10.1145/3766546)**Yingchi Mao, Hongliang Zhou, Ling Chen et al.*15 citations*
149. **[Carbon-Efficient Software Design and Development: A Systematic Literature Review ↗](https://doi.org/10.1145/3728638)**Ornela Danushi, Stefano Forti, Jacopo Soldani*15 citations*
150. **[Efficient Compressing and Tuning Methods for Large Language Models: A Systematic Literature Review ↗](https://doi.org/10.1145/3728636)**Gun Il Kim, Sunga Hwang, Beakcheol Jang*15 citations*
151. **[I/O in Machine Learning Applications on HPC Systems: A 360-degree Survey ↗](https://doi.org/10.1145/3722215)**Noah Lewis, Jean Luca Bez, Suren Byna*15 citations*
152. **[Machine Learning for Identifying Risk in Financial Statements: A Survey ↗](https://doi.org/10.1145/3723157)**Elias Zavitsanos, Eirini Spyropoulou, George Giannakopoulos et al.*15 citations*
153. **[Regulating Information and Network Security: Review and Challenges ↗](https://doi.org/10.1145/3711124)**Tayssir Bouraffa, Kai-Lung Hui*15 citations*
154. **[Supervised Learning from Data Streams: An Overview and Update ↗](https://doi.org/10.1145/3737279)**Jesse Read, Indrė Žliobaitė*15 citations*
155. **[Toward the Construction of Affective Brain-Computer Interface: A Systematic Review ↗](https://doi.org/10.1145/3712259)**Huayu Chen, Junxiang Li, Huanhuan He et al.*15 citations*
156. **[A Survey and Experimental Study of Real-Time Scheduling Methods for 802.1Qbv TSN Networks ↗](https://doi.org/10.1145/3736715)**Chuanyu Xue, Tianyu Zhang, Yuanbin Zhou et al.*14 citations*
157. **[A Survey of AI Reliance ↗](https://doi.org/10.1145/3776528)**Sven Eckhardt, Niklas Kühl, Mateusz Dolata et al.*14 citations*
158. **[Advancements and Challenges in Arabic Optical Character Recognition: A Comprehensive Survey ↗](https://doi.org/10.1145/3768150)**Mahmoud SalahEldin Kasem, Mohamed Mahmoud, Hyun‐Soo Kang*14 citations*
159. **[Advancements in AI-Generated Content Forensics: A Systematic Literature Review ↗](https://doi.org/10.1145/3760526)**Qiang Xu, Wenpeng Mu, Jin-duo LI et al.*14 citations*
160. **[Chaos Engineering: A Multi-Vocal Literature Review ↗](https://doi.org/10.1145/3777375)**Joshua Owotogbe, Indika Kumara, Willem‐Jan van den Heuvel et al.*14 citations*
161. **[Community Detection with the Map Equation and Infomap: Theory and Applications ↗](https://doi.org/10.1145/3779648)**Jelena Smiljanić, Christopher Blöcker, Anton Holmgren et al.*14 citations*
162. **[Continual Learning in Medical Imaging: A Survey and Practical Analysis ↗](https://doi.org/10.1145/3785663)**Mohammad Areeb Qazi, Anees Ur Rehman Hashmi, Santosh Sanjeev et al.*14 citations*
163. **[Getting the Data in Shape for Your Process Mining Analysis: An In-Depth Analysis of the Pre-Analysis Stage ↗](https://doi.org/10.1145/3712587)**Shameer K. Pradhan, Mieke Julie Jans, Niels Martin*14 citations*
164. **[Knowledge-augmented Graph Machine Learning for Drug Discovery: A Survey ↗](https://doi.org/10.1145/3744237)**Zhiqiang Zhong, Anastasia Barkova, Davide Mottin*14 citations*
165. **[Machine Learning for Infectious Disease Risk Prediction: A Survey ↗](https://doi.org/10.1145/3719663)**Mutong Liu, Yang Liu, Jiming Liu*14 citations*
166. **[Personalization in Public Transport Passenger Information Systems: A Systematic Review and Framework ↗](https://doi.org/10.1145/3721478)**Marloes Vredenborg, Anouk van Kasteren, Judith Masthoff*14 citations*
167. **[Point Cloud-Based Deep Learning in Industrial Production: A Survey ↗](https://doi.org/10.1145/3715851)**Yi Liu, Changsheng Zhang, Xingjun Dong et al.*14 citations*
168. **[Public Datasets for Cloud Computing: A Comprehensive Survey ↗](https://doi.org/10.1145/3719003)**Guozhi Liu, Weiwei Lin, Haotong Zhang et al.*14 citations*
169. **[Security and Privacy Challenges of AIGC in Metaverse: A Comprehensive Survey ↗](https://doi.org/10.1145/3729419)**Shoulong Zhang, Haomin Li, Kaiwen Sun et al.*14 citations*
170. **[A Survey of Defenses Against AI-Generated Visual Media: Detection, Disruption, and Authentication ↗](https://doi.org/10.1145/3770916)**Jingyi Deng, Chenhao Lin, Zhengyu Zhao et al.*13 citations*
171. **[A Survey of Learned Indexes for the Multi-dimensional Space ↗](https://doi.org/10.1145/3768575)**Abdullah Al-Mamun, Hao Wu, Qiyang He et al.*13 citations*
172. **[A Survey on Reinforcement Learning Methods for UAV Systems ↗](https://doi.org/10.1145/3769426)**Hengsheng Chen, Yuanguo Lin, Mingjian Fu et al.*13 citations*
173. **[An In-Depth Analysis of Password Managers and Two-Factor Authentication Tools ↗](https://doi.org/10.1145/3711117)**Mohammed Jubur, Prakash Sunder Shrestha, Nitesh Saxena*13 citations*
174. **[Bias in Federated Learning: A Comprehensive Survey ↗](https://doi.org/10.1145/3735125)**Nawel Benarba, Sara Bouchenak*13 citations*
175. **[Characterization of Android Malwares and their families ↗](https://doi.org/10.1145/3708500)**Tejpal Sharma, Dhavleesh Rattan*13 citations*
176. **[DeepSeek-Inspired Exploration of RL-Based LLMs and Synergy with Wireless Networks: A Survey ↗](https://doi.org/10.1145/3776745)**Yu Qiao, Phuong-Nam Tran, Ji Su Yoon et al.*13 citations*
177. **[Digital Twins in Security Operations: State of the Art and Future Perspectives ↗](https://doi.org/10.1145/3746279)**Philip Empl, David Koch, Marietheres Dietz et al.*13 citations*
178. **[IPv6 Routing Protocol for Low-Power and Lossy Networks Security Vulnerabilities and Mitigation Techniques: A Survey ↗](https://doi.org/10.1145/3732776)**Aviram Zilberman, Amit Z. Dvir, Ariel Stulman*13 citations*
179. **[Memorization in Deep Learning: A Survey ↗](https://doi.org/10.1145/3769076)**Jiaheng Wei, Yanjun Zhang, Leo Yu Zhang et al.*13 citations*
180. **[Tree-based Models for Vertical Federated Learning: A Survey ↗](https://doi.org/10.1145/3728314)**Bingchen Qian, Yuexiang Xie, Yaliang Li et al.*13 citations*
181. **[Vision-Based Mobile App GUI Testing: A Survey ↗](https://doi.org/10.1145/3773027)**Shengcheng Yu, Chunrong Fang, Ziyuan Tuo et al.*13 citations*
182. **[When Deep Learning Meets Information Retrieval-based Bug Localization: A Survey ↗](https://doi.org/10.1145/3734217)**Feifei Niu, Chuanyi Li, Kui Liu et al.*13 citations*
183. **[A Comprehensive Survey on Legal Summarization: Challenges and Future Directions ↗](https://doi.org/10.1145/3776586)**Mousumi Akter, Erion Çano, Erik Weber et al.*12 citations*
184. **[Deep Learning Library Testing: Definition, Methods and Challenges ↗](https://doi.org/10.1145/3716497)**Xiaoyu Zhang, Weipeng Jiang, Chao Qun Shen et al.*12 citations*
185. **[Designing Object Detection Models for TinyML: Foundations, Comparative Analysis, Challenges, and Emerging Solutions ↗](https://doi.org/10.1145/3744339)**Christophe El Zeinaty, Wassim Hamidouche, Glenn Herrou et al.*12 citations*
186. **[Driving Healthcare Monitoring with IoT and Wearable Devices: A Systematic Review ↗](https://doi.org/10.1145/3731595)**João Pedro Baiense, Eftim Zdravevski, Paulo Jorge Coelho et al.*12 citations*
187. **[From Perception to Computation: Revisiting Delay Optimization for Connected Autonomous Vehicles ↗](https://doi.org/10.1145/3718361)**Tianen Liu, Shuai Wang, Zheng Dong et al.*12 citations*
188. **[On Efficiency, Fairness and Security in AI Accelerator Resource Sharing: A Survey ↗](https://doi.org/10.1145/3721427)**Jiahua Huang, Weiwei Lin, Wentai Wu et al.*12 citations*
189. **[State-of-the-Art and Challenges of Engineering ML- Enabled Software Systems in the Deep Learning Era ↗](https://doi.org/10.1145/3731597)**Gebremariam Mesfin Assres, Guru Prasad Bhandari, Andrii Shalaginov et al.*12 citations*
190. **[Survey on the Evaluation of Generative Models in Music ↗](https://doi.org/10.1145/3769106)**Alexander Lerch, Claire Arthur, Nick Bryan–Kinns et al.*12 citations*
191. **[User-Centred Privacy and Data Protection: An Overview of Current Research Trends and Challenges for the Human–Computer Interaction Field ↗](https://doi.org/10.1145/3715903)**Shirlei Aparecida de Chaves, Fabiane Barreto Vavassori Benitti*12 citations*
192. **[A Comprehensive Survey of Benchmarks for Improvement of Software's Non-Functional Properties ↗](https://doi.org/10.1145/3711119)**Aymeric Blot, Justyna Petke*11 citations*
193. **[Anonymization Techniques for Behavioral Biometric Data: A Survey ↗](https://doi.org/10.1145/3729418)**Simon Hanisch, Patricia Arias-Cabarcos, Javier Parra‐Arnau et al.*11 citations*
194. **[Compact Data Structures for Network Telemetry ↗](https://doi.org/10.1145/3716819)**Shir Landau Feibish, Zaoxing Liu, Jennifer Rexford*11 citations*
195. **[Resource Management for Mission-Critical Applications in Edge Computing: Systematic Review on Recent Research and Open Issues ↗](https://doi.org/10.1145/3762181)**Nayereh Rasouli, Cristian Klein, Erik Elmroth*11 citations*
196. **[Secured Network Architectures Based on Blockchain Technologies: A Systematic Review ↗](https://doi.org/10.1145/3715000)**Song-Kyoo Kim, Hou Cheng Vong*11 citations*
197. **[Security Approaches for Data Provenance in the Internet of Things: A Systematic Literature Review ↗](https://doi.org/10.1145/3718735)**Omair Faraj, David Megías, Joaquin Garcia-alfaro B*11 citations*
198. **[Static Code Analysis for IoT Security: A Systematic Literature Review ↗](https://doi.org/10.1145/3745019)**Diego R. Gomes, Eduardo F. Felix, Fernando Aires et al.*11 citations*
199. **[A Survey on the Implementations, Attacks, and Countermeasures of the NIST Lightweight Cryptography Standard: ASCON ↗](https://doi.org/10.1145/3744640)**Jasmin Kaur, Alvaro Cintas Canto, Mehran Mozaffari Kermani et al.*10 citations*
200. **[Adaptive Strategies in Enhancing Physical Layer Security: A Comprehensive Survey ↗](https://doi.org/10.1145/3715319)**Zhuoying Duan, Zikai Chang, Ning Xie et al.*10 citations*

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