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title: "ACM Computing Surveys 2024 — all accepted papers, page 2"
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# ACM Computing Surveys 2024: all accepted papers

293 papers · page 2 of 3 · the most cited first · [← ACM Computing Surveys 2024](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2024/)

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101. **[A Challenge-based Survey of E-recruitment Recommendation Systems ↗](https://doi.org/10.1145/3659942)**Yoosof Mashayekhi, Nan Li, Bo Kang et al.*50 citations*
102. **[Integration of Sensing, Communication, and Computing for Metaverse: A Survey ↗](https://doi.org/10.1145/3659946)**Xiaojie Wang, Qi Guo, Zhaolong Ning et al.*50 citations*
103. **[A Comprehensive Analysis of Explainable AI for Malware Hunting ↗](https://doi.org/10.1145/3677374)**Mohd Saqib, Samaneh Mahdavifar, Benjamin C. M. Fung et al.*49 citations*
104. **[A Comprehensive Survey on Rare Event Prediction ↗](https://doi.org/10.1145/3699955)**Chathurangi Shyalika, Ruwan Wickramarachchi, Amit Sheth*49 citations*
105. **[A Unified Review of Deep Learning for Automated Medical Coding ↗](https://doi.org/10.1145/3664615)**Shaoxiong Ji, Xiaobo Li, Wei Sun et al.*49 citations*
106. **[Local Interpretations for Explainable Natural Language Processing: A Survey ↗](https://doi.org/10.1145/3649450)**Siwen Luo, Hamish Ivison, Soyeon Caren Han et al.*49 citations*
107. **[A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities ↗](https://doi.org/10.1145/3665926)**Andrea Tocchetti, Lorenzo Corti, Agathe Balayn et al.*48 citations*
108. **[Lexical Semantic Change through Large Language Models: a Survey ↗](https://doi.org/10.1145/3672393)**Francesco Periti, Stefano Montanelli*48 citations*
109. **[Visual Content Privacy Protection: A Survey ↗](https://doi.org/10.1145/3708501)**Ruoyu Zhao, Yushu Zhang, Tao Wang et al.*48 citations*
110. **[A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability ↗](https://doi.org/10.1145/3696206)**Chengtai Cao, Fan Zhou, Yurou Dai et al.*47 citations*
111. **[A Systematic Review on Graph Neural Network-based Methods for Stock Market Forecasting ↗](https://doi.org/10.1145/3696411)**Manali Patel, Krupa N. Jariwala, Chiranjoy Chattopadhyay*47 citations*
112. **[Recent Advances of Foundation Language Models-based Continual Learning: A Survey ↗](https://doi.org/10.1145/3705725)**Yutao Yang, Jie Zhou, Xuanwen Ding et al.*47 citations*
113. **[COVID-19 Modeling: A Review ↗](https://doi.org/10.1145/3686150)**Longbing Cao, Qing Liu*46 citations*
114. **[Towards Trustworthy Machine Learning in Production: An Overview of the Robustness in MLOps Approach ↗](https://doi.org/10.1145/3708497)**Firas Bayram, Bestoun S. Ahmed*46 citations*
115. **[A Comprehensive Survey on Edge Data Integrity Verification: Fundamentals and Future Trends ↗](https://doi.org/10.1145/3680277)**Yao Zhao, Youyang Qu, Yong Xiang et al.*45 citations*
116. **[A Survey on the Densest Subgraph Problem and its Variants ↗](https://doi.org/10.1145/3653298)**Tommaso Lanciano, Atsushi Miyauchi, Adriano Fazzone et al.*45 citations*
117. **[Privacy-preserved and Responsible Recommenders: From Conventional Defense to Federated Learning and Blockchain ↗](https://doi.org/10.1145/3708982)**Waqar Ali, Xiangmin Zhou, Jie Shao*45 citations*
118. **[Racial Bias within Face Recognition: A Survey ↗](https://doi.org/10.1145/3705295)**Şeyma Yücer, Furkan Tektas, Noura Al Moubayed et al.*45 citations*
119. **[Wearable Activity Trackers: A Survey on Utility, Privacy, and Security ↗](https://doi.org/10.1145/3645091)**Kavous Salehzadeh Niksirat, Lev Velykoivanenko, Noé Zufferey et al.*45 citations*
120. **[A Survey of Distributed Graph Algorithms on Massive Graphs ↗](https://doi.org/10.1145/3694966)**Lingkai Meng, Yu Shao, Long Yuan et al.*44 citations*
121. **[Advancements in Federated Learning: Models, Methods, and Privacy ↗](https://doi.org/10.1145/3664650)**Huiming Chen, Huandong Wang, Qingyue Long et al.*44 citations*
122. **[Resource-efficient Algorithms and Systems of Foundation Models: A Survey ↗](https://doi.org/10.1145/3706418)**Mengwei Xu, Dongqi Cai, Wangsong Yin et al.*44 citations*
123. **[Synthetic Data for Deep Learning in Computer Vision & Medical Imaging: A Means to Reduce Data Bias ↗](https://doi.org/10.1145/3663759)**Anthony Paproki, Olivier Salvado, Clinton Fookes*44 citations*
124. **[A Review of Olfactory Display Designs for Virtual Reality Environments ↗](https://doi.org/10.1145/3665243)**Jordan Tewell, Nimesha Ranasinghe*43 citations*
125. **[A survey of 3D Space Path-Planning Methods and Algorithms ↗](https://doi.org/10.1145/3673896)**Hakimeh Mazaheri, Salman Goli, Ali Nourollah*43 citations*
126. **[Adversarial Machine Learning Attacks and Defences in Multi-Agent Reinforcement Learning ↗](https://doi.org/10.1145/3708320)**Maxwell Standen, Junae Kim, Claudia Szabo*43 citations*
127. **[Backdoor Attacks and Defenses Targeting Multi-Domain AI Models: A Comprehensive Review ↗](https://doi.org/10.1145/3704725)**Shaobo Zhang, Yizhen Pan, Qin Liu et al.*43 citations*
128. **[Image Steganography Approaches and Their Detection Strategies: A Survey ↗](https://doi.org/10.1145/3694965)**Meike Kombrink, Zeno Geradts, Marcel Worring*43 citations*
129. **[Multi-scale Simulation of Complex Systems: A Perspective of Integrating Knowledge and Data ↗](https://doi.org/10.1145/3654662)**Huandong Wang, Huan Yan, Can Rong et al.*43 citations*
130. **[Timing Side-channel Attacks and Countermeasures in CPU Microarchitectures ↗](https://doi.org/10.1145/3645109)**Jiliang Zhang, Congcong Chen, Jinhua Cui et al.*41 citations*
131. **[A Systematic Review of Cross-Lingual Sentiment Analysis: Tasks, Strategies, and Prospects ↗](https://doi.org/10.1145/3645106)**Chuanjun Zhao, Meiling Wu, Xinyi Yang et al.*40 citations*
132. **[Alert Prioritisation in Security Operations Centres: A Systematic Survey on Criteria and Methods ↗](https://doi.org/10.1145/3695462)**Fatemeh Jalalvand, Mohan Baruwal Chhetri, ‪Surya Nepal‬ et al.*40 citations*
133. **[Artificial Intelligence for Web 3.0: A Comprehensive Survey ↗](https://doi.org/10.1145/3657284)**Meng Shen, Zhehui Tan, Dusit Tao Niyato et al.*40 citations*
134. **[UAV-Assisted IoT Applications, QoS Requirements and Challenges with Future Research Directions ↗](https://doi.org/10.1145/3657287)**Muhammad Adil, Houbing Herbert Song, Mian Ahmad Jan et al.*39 citations*
135. **[A Survey of Geometric Optimization for Deep Learning: From Euclidean Space to Riemannian Manifold ↗](https://doi.org/10.1145/3708498)**Yanhong Fei, Yingjie Liu, Chentao Jia et al.*38 citations*
136. **[Cybersecurity in Electric and Flying Vehicles: Threats, Challenges, AI Solutions & Future Directions ↗](https://doi.org/10.1145/3697830)**Hamed Alqahtani, Gulshan Kumar*38 citations*
137. **[Distributed Machine Learning in Edge Computing: Challenges, Solutions and Future Directions ↗](https://doi.org/10.1145/3708495)**Jingke Tu, Lei Yang, Jiannong Cao*38 citations*
138. **[Visual Tuning ↗](https://doi.org/10.1145/3657632)**Bruce X. B. Yu, Jianlong Chang, Haixin Wang et al.*38 citations*
139. **[A Review on Blockchain Technology, Current Challenges, and AI-Driven Solutions ↗](https://doi.org/10.1145/3700641)**Mohamed Moetez Abdelhamid, Layth Sliman, Raoudha Ben Djemaa et al.*37 citations*
140. **[Applying Generative Machine Learning to Intrusion Detection: A Systematic Mapping Study and Review ↗](https://doi.org/10.1145/3659575)**James Halvorsen, Clemente I. Izurieta, Haipeng Cai et al.*37 citations*
141. **[A Systematic Literature Review on the Influence of Enhanced Developer Experience on Developers' Productivity: Factors, Practices, and Recommendations ↗](https://doi.org/10.1145/3687299)**Abdul Razzaq, Jim Buckley, Qin Lai et al.*36 citations*
142. **[Deep Learning for Table Detection and Structure Recognition: A Survey ↗](https://doi.org/10.1145/3657281)**Mahmoud SalahEldin Kasem, Abdelrahman Abdallah, Alexander Berendeyev et al.*36 citations*
143. **[Horizontal Federated Recommender System: A Survey ↗](https://doi.org/10.1145/3656165)**Lingyun Wang, Hanlin Zhou, Yinwei Bao et al.*36 citations*
144. **[Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review ↗](https://doi.org/10.1145/3645103)**Giovanni Ciatto, Federico Sabbatini, Andrea Agiollo et al.*36 citations*
145. **[A Survey on the Applications of Semi-supervised Learning to Cyber-security ↗](https://doi.org/10.1145/3657647)**Paul K. Mvula, Paula Branco, Guy-Vincent Jourdan et al.*35 citations*
146. **[Explainable Artificial Intelligence: Importance, Use Domains, Stages, Output Shapes, and Challenges ↗](https://doi.org/10.1145/3705724)**Naeem Ullah, Javed Ali Khan, Ivanoe De Falco et al.*35 citations*
147. **[Security and Reliability of Internet of Underwater Things: Architecture, Challenges, and Opportunities ↗](https://doi.org/10.1145/3700640)**Bin Jiang, Jiacheng Feng, Xuerong Cui et al.*35 citations*
148. **[A Survey of Protocol Fuzzing ↗](https://doi.org/10.1145/3696788)**Xiaohan Zhang, Cen Zhang, Xinghua Li et al.*34 citations*
149. **[Efficient Automation of Neural Network Design: A Survey on Differentiable Neural Architecture Search ↗](https://doi.org/10.1145/3665138)**Alexandre Heuillet, Ahmad Nasser, Hichem Arioui et al.*34 citations*
150. **[Graph and Sequential Neural Networks in Session-based Recommendation: A Survey ↗](https://doi.org/10.1145/3696413)**Zihao Li, Chao Yang, Yakun Chen et al.*34 citations*
151. **[State of the Art and Potentialities of Graph-level Learning ↗](https://doi.org/10.1145/3695863)**Zhenyu Yang, Ge Zhang, Jia Xin Wu et al.*34 citations*
152. **[Weakly-supervised Semantic Segmentation with Image-level Labels: From Traditional Models to Foundation Models ↗](https://doi.org/10.1145/3707447)**Zhaozheng Chen, Qianru Sun*34 citations*
153. **[A Survey on Software Vulnerability Exploitability Assessment ↗](https://doi.org/10.1145/3648610)**Sarah Elder, Md Rayhanur Rahman, Gage Fringer et al.*33 citations*
154. **[FairSNA: Algorithmic Fairness in Social Network Analysis ↗](https://doi.org/10.1145/3653711)**Akrati Saxena, George Fletcher, Mykola Pechenizkiy*33 citations*
155. **[The Role of Multi-Agents in Digital Twin Implementation: Short Survey ↗](https://doi.org/10.1145/3697350)**Yogeswaranathan Kalyani, Rem Collier*33 citations*
156. **[Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit ↗](https://doi.org/10.1145/3664597)**Yao Wan, Zhangqian Bi, Yang He et al.*32 citations*
157. **[Neuromorphic Perception and Navigation for Mobile Robots: A Review ↗](https://doi.org/10.1145/3656469)**Á. Martínez Novo, Francisco Lobón Villanueva, Héctor García de Marina et al.*32 citations*
158. **[A Survey on Robotic Prosthetics: Neuroprosthetics, Soft Actuators, and Control Strategies ↗](https://doi.org/10.1145/3648355)**Kumar J. Jyothish, Subhankar Mishra*31 citations*
159. **[Controllable Data Generation by Deep Learning: A Review ↗](https://doi.org/10.1145/3648609)**Shi-Yu Wang, Yuanqi Du, Xiaojie Guo et al.*31 citations*
160. **[Deep Learning Aided Intelligent Reflective Surfaces for 6G: A Survey ↗](https://doi.org/10.1145/3696414)**Muhammad Tariq, Sohail Ahmad, Mian Ahmad Jan et al.*31 citations*
161. **[Empowering Agrifood System with Artificial Intelligence: A Survey of the Progress, Challenges and Opportunities ↗](https://doi.org/10.1145/3698589)**Tao Chen, Liang Lv, Di Wang et al.*31 citations*
162. **[Survey on Haptic Feedback through Sensory Illusions in Interactive Systems ↗](https://doi.org/10.1145/3648353)**Marco Kurzweg, Yannick Weiß, Marc O. Ernst et al.*31 citations*
163. **[Fuzzers for Stateful Systems: Survey and Research Directions ↗](https://doi.org/10.1145/3648468)**Cristian Daniele, Seyed Behnam Andarzian, Erik Poll*30 citations*
164. **[Taxonomy and Survey of Collaborative Intrusion Detection System using Federated Learning ↗](https://doi.org/10.1145/3701724)**Aulia Arif Wardana, Parman Sukarno*30 citations*
165. **[IoT Authentication Protocols: Challenges, and Comparative Analysis ↗](https://doi.org/10.1145/3703444)**Amar N. Alsheavi, Ammar Hawbani, Wajdy Othman et al.*29 citations*
166. **[Machine Learning with Confidential Computing: A Systematization of Knowledge ↗](https://doi.org/10.1145/3670007)**Fan Mo, Zahra Tarkhani, Hamed Haddadi*29 citations*
167. **[Security and Privacy Issues in Deep Reinforcement Learning: Threats and Countermeasures ↗](https://doi.org/10.1145/3640312)**Kanghua Mo, Pei-Gen Ye, Xiaojun Ren et al.*29 citations*
168. **[Causality for Trustworthy Artificial Intelligence: Status, Challenges and Perspectives ↗](https://doi.org/10.1145/3665494)**Atul Rawal, Adrienne J. Raglin, Danda B. Rawat et al.*28 citations*
169. **[Scenario-based Adaptations of Differential Privacy: A Technical Survey ↗](https://doi.org/10.1145/3651153)**Ying Zhao, Jia Tina Du, Jinjun Chen*28 citations*
170. **[Deceived by Immersion: A Systematic Analysis of Deceptive Design in Extended Reality ↗](https://doi.org/10.1145/3659945)**Hilda Hadan, Lydia Choong, Leah Zhang-Kennedy et al.*27 citations*
171. **[Modality Deep-learning Frameworks for Fake News Detection on Social Networks: A Systematic Literature Review ↗](https://doi.org/10.1145/3700748)**Mohamed A. Mostafa, Ahmad Almogren, Muhammad Al‐Qurishi et al.*27 citations*
172. **[Notice of Removal March 3, 2026: Domain Adaptation and Generalization of Functional Medical Data: A Systematic Survey of Brain Data ↗](https://doi.org/10.1145/3654664)**Gita Sarafraz, Armin Behnamnia, Mehran Hosseinzadeh et al.*27 citations*
173. **[On Trust Recommendations in the Social Internet of Things – A Survey ↗](https://doi.org/10.1145/3645100)**Marius Becherer, Omar Khadeer Hussain, Yu Zhang et al.*27 citations*
174. **[Adversarial Robustness of Neural Networks from the Perspective of Lipschitz Calculus: A Survey ↗](https://doi.org/10.1145/3648351)**Monty-Maximilian Zühlke, Daniel Kudenko⋆*26 citations*
175. **[Computational Politeness in Natural Language Processing: A Survey ↗](https://doi.org/10.1145/3654660)**Priyanshu Priya, Mauajama Firdaus, Asif Ekbal*26 citations*
176. **[Warm-Starting and Quantum Computing: A Systematic Mapping Study ↗](https://doi.org/10.1145/3652510)**Felix Truger, Johanna Barzen, Marvin Bechtold et al.*26 citations*
177. **[When SDN Meets Low-rate Threats: A Survey of Attacks and Countermeasures in Programmable Networks ↗](https://doi.org/10.1145/3704434)**Dan Tang, Rui Dai, Yudong Yan et al.*26 citations*
178. **[Systematic Review of Generative Modelling Tools and Utility Metrics for Fully Synthetic Tabular Data ↗](https://doi.org/10.1145/3704437)**Anton D. Lautrup, Tobias Hyrup, Arthur Zimek et al.*25 citations*
179. **[Video Unsupervised Domain Adaptation with Deep Learning: A Comprehensive Survey ↗](https://doi.org/10.1145/3679010)**Yuecong Xu, Haozhi Cao, Lihua Xie et al.*25 citations*
180. **[A Survey on Automatic Generation of Figurative Language: From Rule-based Systems to Large Language Models ↗](https://doi.org/10.1145/3654795)**Huiyuan Lai, Malvina Nissim*24 citations*
181. **[Model-based Trustworthiness Evaluation of Autonomous Cyber-Physical Production Systems: A Systematic Mapping Study ↗](https://doi.org/10.1145/3640314)**Maryam Zahid, Alessio Bucaioni, Francesco Flammini*24 citations*
182. **[Redefining Counterfactual Explanations for Reinforcement Learning: Overview, Challenges and Opportunities ↗](https://doi.org/10.1145/3648472)**Jasmina Gajcin, Ivana Dusparić*24 citations*
183. **[Secure UAV (Drone) and the Great Promise of AI ↗](https://doi.org/10.1145/3673225)**Behrouz Zolfaghari, Mostafa Abbasmollaei, Fahimeh Hajizadeh et al.*24 citations*
184. **[A Survey on Emerging Trends and Applications of 5G and 6G to Healthcare Environments ↗](https://doi.org/10.1145/3703154)**Shamsher Ullah, Jianqiang Li, Jie Chen et al.*23 citations*
185. **[A Taxonomy and Survey on Grid-Based Routing Protocols Designed for Wireless Sensor Networks ↗](https://doi.org/10.1145/3653315)**Shubhra Jain, Rahul Kumar Verma*23 citations*
186. **[Acceleration for Deep Reinforcement Learning using Parallel and Distributed Computing: A Survey ↗](https://doi.org/10.1145/3703453)**Zhihong Liu, Xin Xu, Peng Qiao et al.*23 citations*
187. **[An Overview of FPGA-inspired Obfuscation Techniques ↗](https://doi.org/10.1145/3677118)**Zain Ul Abideen, Sumathi Gokulanathan, Muayad J. Aljafar et al.*23 citations*
188. **[DevOps Metrics and KPIs: A Multivocal Literature Review ↗](https://doi.org/10.1145/3652508)**Ricardo Amaro, Rúben Pereira, Miguel Mira da Silva*23 citations*
189. **[Machine Learning for Refining Knowledge Graphs: A Survey ↗](https://doi.org/10.1145/3640313)**Budhitama Subagdja, D. Shanthoshigaa, Zhaoxia Wang et al.*23 citations*
190. **[Maintenance Operations on Cloud, Edge, and IoT Environments: Taxonomy, Survey, and Research Challenges ↗](https://doi.org/10.1145/3659097)**Paulo Silas Severo de Souza, Tiago Coelho Ferreto, Rodrigo Neves Calheiros*23 citations*
191. **[Object Selection and Manipulation in VR Headsets: Research Challenges, Solutions, and Success Measurements ↗](https://doi.org/10.1145/3706417)**Difeng Yu, Tilman Dingler, Eduardo Velloso et al.*23 citations*
192. **[Systems Interoperability Types: A Tertiary Study ↗](https://doi.org/10.1145/3659098)**Paulo Maciel, Pedro Henrique Dias Valle, Kécia Souza Santana Santos et al.*23 citations*
193. **[Who’s in Charge Here? A Survey on Trustworthy AI in Variable Autonomy Robotic Systems ↗](https://doi.org/10.1145/3645090)**Leila Methnani, Manolis Chiou, Virginia Dignum et al.*23 citations*
194. **[A Survey on Privacy-Preserving Caching at Network Edge: Classification, Solutions, and Challenges ↗](https://doi.org/10.1145/3706630)**Xianzhi Zhang, Yipeng Zhou, Di Wu et al.*22 citations*
195. **[A Survey on Reversible Data Hiding for Uncompressed Images ↗](https://doi.org/10.1145/3645105)**Cheng Zhang, Bo Ou, Fei Peng et al.*22 citations*
196. **[Benchmarking Instance-Centric Counterfactual Algorithms for XAI: From White Box to Black Box ↗](https://doi.org/10.1145/3672553)**Catarina Moreira, Yu-Liang Chou, Chihcheng Hsieh et al.*22 citations*
197. **[Eco-Friendly Route Planning Algorithms: Taxonomies, Literature Review and Future Directions ↗](https://doi.org/10.1145/3691624)**Ahmed Fahmin, Muhammad Aamir Cheema, Mohammed Eunus Ali et al.*22 citations*
198. **[Semantic Data Integration and Querying: A Survey and Challenges ↗](https://doi.org/10.1145/3653317)**Maroua Masmoudi, Sana Ben Abdallah Ben Lamine, Mohamed Hedi Karray et al.*21 citations*
199. **[A Review of Techniques for Ageing Detection and Monitoring on Embedded Systems ↗](https://doi.org/10.1145/3695247)**Leandro Lanzieri, Gianluca Martino, Görschwin Fey et al.*20 citations*
200. **[Macro Ethics Principles for Responsible AI Systems: Taxonomy and Directions ↗](https://doi.org/10.1145/3672394)**Jessica Woodgate, Nirav Ajmeri*20 citations*

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