ACM Computing Surveys

Papers
(The H4-Index of ACM Computing Surveys is 109. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-06-01 to 2026-06-01.)
ArticleCitations
A Comprehensive Survey of Transformers in Text Recognition: Techniques, Challenges, and Future Directions3040
A Survey of Heuristics for Profile and Wavefront Reductions2781
A Taxonomy and Comparative Analysis of IPv4 Identifier Selection Correctness, Security, and Performance1222
DNN Partitioning for Cooperative Inference in Edge Intelligence: Modeling, Solutions, Toolchains1133
A Comprehensive Survey and Taxonomy of Cybersecurity Challenges and Proactive Measures for IoD1017
Diagnosis of Benign Positional Vertigo: A Systematic Review of Machine Learning and Deep Learning within Videonystagmography974
Escorting the Confidentiality and Integrity of UAVs: What Exactly Can Trusted Execution Environment Offer?708
Timed Automata as a Formalism for Expressing Security: A Survey on Theory and Practice585
Privacy Intelligence: A Survey on Image Privacy in Online Social Networks542
Open-Ethical AI: Advancements in Open-Source Human-Centric Neural Language Models499
Remote Respiration Measurement with RGB Cameras: A Review and Benchmark496
A Comprehensive Review on IoT Marketplace Matchmaking: Approaches, Opportunities and Challenges482
The Landscape of GPU-Centric Communication459
Demystifying Graph Databases: Analysis and Taxonomy of Data Organization, System Designs, and Graph Queries445
Big Data Analytics and Internet of Things Combined with Artificial Intelligence Techniques for Effective Emergency Management: A Comprehensive Survey433
Demystify the Fuzzing Methods: A Comprehensive Survey419
A Systematic Literature Review on Automated Software Vulnerability Detection Using Machine Learning378
Towards Trustworthy AI-Empowered Real-Time Bidding for Online Advertisement Auctioning373
A Survey on Exotic Signatures for Post-quantum Blockchain: Challenges and Research Directions372
From Bugs to Benchmarks: A Comprehensive Survey of Software Defect Datasets361
Brave New GES World: A Systematic Literature Review of Gestures and Referents in Gesture Elicitation Studies347
Adversarial Attacks of Vision Tasks in the Past 10 Years: A Survey332
A Survey on Stability of Learning with Limited Labelled Data and its Sensitivity to the Effects of Randomness328
Secure Robotics: Navigating Challenges at the Nexus of Safety, Trust, and Cybersecurity in Cyber-Physical Systems321
Neural Architecture Search Survey: A Hardware Perspective303
Exploring Neuromorphic Computing Based on Spiking Neural Networks: Algorithms to Hardware302
FPGA-Enabled Machine Learning Applications in Earth Observation: A Systematic Review299
A Comprehensive Analysis of Explainable AI for Malware Hunting289
Underwater Optical Object Detection in the Era of Artificial Intelligence: Current, Challenge, and Future282
Fairness in Ranking, Part II: Learning-to-Rank and Recommender Systems271
Data Readiness for AI: A 360-Degree Survey266
A Survey on Kolmogorov-Arnold Network256
Down the Rabbit Hole: Detecting Online Extremism, Radicalisation, and Politicised Hate Speech237
A Survey on Security of UAV Swarm Networks: Attacks and Countermeasures229
A Review of Olfactory Display Designs for Virtual Reality Environments228
Diffusion Models: A Comprehensive Survey of Methods and Applications227
A Survey on Aspect-Based Sentiment Classification223
I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences223
Machine Learning and Physics: A Survey of Integrated Models222
How many FIDO protocols are needed? Analysing the technology, security and compliance221
A Systematic Literature Review on Explainability for ML/DL-based Software Engineering215
Private Graph Data Release: A Survey210
The Role of the Internet of Things (IoT) in Achieving the United Nations (UN) Sustainable Development Goals (SDGs) - A Systematic Review205
Utilizing Internet of Things in Human-Building Interaction to Support Sustainable Built Environments200
Slicing of Probabilistic Programs: A Review of Existing Approaches198
Personalization in Public Transport Passenger Information Systems: A Systematic Review and Framework197
A Survey on the State of the Art of Causally Consistent Cloud Systems189
ISP Meets Deep Learning: A Survey on Deep Learning Methods for Image Signal Processing188
Botnet Business Models, Takedown Attempts, and the Darkweb Market: A Survey188
Remote Electronic Voting in Uncontrolled Environments: A Classifying Survey184
Dataset Discovery and Exploration: A Survey183
Engineering Blockchain-based Software Systems: Foundations, Survey, and Future Directions174
Deep Learning Models for Serendipity Recommendations: A Survey and New Perspectives170
Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks169
A Survey on Virtual Network Functions for Media Streaming: Solutions and Future Challenges169
Systematic Literature Review on Parallel Trajectory-based Metaheuristics167
Large Language Models for Combinatorial Optimization: A Systematic Review166
A Survey of Security and Privacy Issues in V2X Communication Systems166
A Comprehensive Review on Vision-Based Violence Detection in Surveillance Videos166
Future UAV/Drone Systems for Intelligent Active Surveillance and Monitoring163
A Survey on Synchronous Augmented, Virtual, andMixed Reality Remote Collaboration Systems162
Domain Generalization in Computational Pathology: Survey and Guidelines161
State-of-the-Art and Challenges of Engineering ML- Enabled Software Systems in the Deep Learning Era157
A Systematic Literature Review on Multimodal Text Summarization154
Transfer Learning in Sensor-Based Human Activity Recognition: A Survey149
Recent Advances in Automatic Term Extraction: A Comprehensive Survey145
A Systematic Review of Multimodal Signal Fusion for Acute Pain Assessment Systems135
From Reactive to Active Sensing: A Survey on Information Gathering in Decision-theoretic Planning135
Systemization of Knowledge (SoK): Visualization Insight -- Two Decades of Research, Practice, and Future Directions135
Text Classification Using Graph Convolutional Networks: A Comprehensive Survey135
Deep Causal Learning: Representation, Discovery and Inference134
Knowledge-based Cyber Physical Security at Smart Home: A Review132
A Systematic Review of Cross-Lingual Sentiment Analysis: Tasks, Strategies, and Prospects131
Concept-based Explainable Artificial Intelligence: A Survey130
A Survey on Hypergraph Representation Learning130
Understanding World or Predicting Future? A Comprehensive Survey of World Models129
Visual Tuning129
A Survey of Multi-modal Knowledge Graphs: Technologies and Trends128
Multi-Class Imbalanced Data Handling with Concept Drift in Fog Computing: A Taxonomy, Review, and Future Directions127
On the Explainability of Natural Language Processing Deep Models126
Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning126
Explainability in Deep Reinforcement Learning: A Review into Current Methods and Applications126
Deep Learning Library Testing: Definition, Methods and Challenges125
Embedding Compression in Recommender Systems: A Survey123
Challenges and Opportunities in Mobile Network Security for Vertical Applications: A Survey123
Distributed Scrum: A Case Meta-analysis122
Advancing 5G Security and Privacy with AI: A Survey121
State of Practical Applicability of Regression Testing Research: A Live Systematic Literature Review120
Blockchain Agnostic Protocols: An Analysis of the State of the Art120
Function Calling in Large Language Models: Industrial Practices, Challenges, and Future Directions120
A Survey on Deep Learning for Monte Carlo Path Tracing119
From Perception to Computation: Revisiting Delay Optimization for Connected Autonomous Vehicles119
A Systematic Literature Review on Multi-Robot Task Allocation118
Survey and Taxonomy of Adversarial Reconnaissance Techniques117
Private and Secure Distributed Deep Learning: A Survey117
Evolving Paradigms in Automated Program Repair: Taxonomy, Challenges, and Opportunities116
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices114
A Taxonomy and Systematic Review of Gaze Interactions for 2D Displays: Promising Techniques and Opportunities113
Driving Healthcare Monitoring with IoT and Wearable Devices: A Systematic Review112
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit112
Visual Question Answering: A Survey of Methods, Datasets, Evaluation, and Challenges112
Class-Imbalanced Learning on Graphs: A Survey112
Towards Reliable Forgetting: A Survey on Machine Unlearning Verification112
A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities111
A Survey of AI-enabled Dynamic Manufacturing Scheduling: From Directed Heuristics to Autonomous Learning111
Non-imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey110
Eco-Friendly Route Planning Algorithms: Taxonomies, Literature Review and Future Directions110
A Survey of Privacy Attacks in Machine Learning110
From Rules to Reasoning: A Survey of Large Language Model-Based Approaches to Scientific Hypothesis and Idea Generation109
Threats to Training: A Survey of Poisoning Attacks and Defenses on Machine Learning Systems109
Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces109
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