ACM Computing Surveys

Papers
(The H4-Index of ACM Computing Surveys is 115. 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 2022-08-01 to 2026-08-01.)
ArticleCitations
A Survey of Heuristics for Profile and Wavefront Reductions3668
A Taxonomy and Comparative Analysis of IPv4 Identifier Selection Correctness, Security, and Performance2936
A Comprehensive Survey and Taxonomy of Cybersecurity Challenges and Proactive Measures for IoD1330
Open-Ethical AI: Advancements in Open-Source Human-Centric Neural Language Models1264
A Comprehensive Review on IoT Marketplace Matchmaking: Approaches, Opportunities and Challenges1099
Big Data Analytics and Internet of Things Combined with Artificial Intelligence Techniques for Effective Emergency Management: A Comprehensive Survey1043
FPGA-Enabled Machine Learning Applications in Earth Observation: A Systematic Review777
Escorting the Confidentiality and Integrity of UAVs: What Exactly Can Trusted Execution Environment Offer?638
The Landscape of GPU-Centric Communication599
Brave New GES World: A Systematic Literature Review of Gestures and Referents in Gesture Elicitation Studies594
Privacy Intelligence: A Survey on Image Privacy in Online Social Networks531
Towards Trustworthy AI-Empowered Real-Time Bidding for Online Advertisement Auctioning523
Diagnosis of Benign Positional Vertigo: A Systematic Review of Machine Learning and Deep Learning within Videonystagmography517
Timed Automata as a Formalism for Expressing Security: A Survey on Theory and Practice494
I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences471
A Comprehensive Survey of Transformers in Text Recognition: Techniques, Challenges, and Future Directions471
DNN Partitioning for Cooperative Inference in Edge Intelligence: Modeling, Solutions, Toolchains467
Neural Architecture Search Survey: A Hardware Perspective418
A Survey on Aspect-Based Sentiment Classification404
Remote Respiration Measurement with RGB Cameras: A Review and Benchmark399
A Review of Olfactory Display Designs for Virtual Reality Environments386
Fairness in Ranking, Part II: Learning-to-Rank and Recommender Systems383
A Survey on Stability of Learning with Limited Labelled Data and its Sensitivity to the Effects of Randomness376
Demystify the Fuzzing Methods: A Comprehensive Survey346
Down the Rabbit Hole: Detecting Online Extremism, Radicalisation, and Politicised Hate Speech334
Adversarial Attacks of Vision Tasks in the Past 10 Years: A Survey324
A Survey on Exotic Signatures for Post-quantum Blockchain: Challenges and Research Directions318
From Bugs to Benchmarks: A Comprehensive Survey of Software Defect Datasets313
Underwater Optical Object Detection in the Era of Artificial Intelligence: Current, Challenge, and Future312
A Survey on Security of UAV Swarm Networks: Attacks and Countermeasures297
Demystifying Graph Databases: Analysis and Taxonomy of Data Organization, System Designs, and Graph Queries293
A Comprehensive Analysis of Explainable AI for Malware Hunting285
A Systematic Literature Review on Automated Software Vulnerability Detection Using Machine Learning271
Secure Robotics: Navigating Challenges at the Nexus of Safety, Trust, and Cybersecurity in Cyber-Physical Systems262
Diffusion Models: A Comprehensive Survey of Methods and Applications248
Data Readiness for AI: A 360-Degree Survey247
Exploring Neuromorphic Computing Based on Spiking Neural Networks: Algorithms to Hardware247
Machine Learning and Physics: A Survey of Integrated Models245
A Survey on Kolmogorov-Arnold Network241
Utilizing Internet of Things in Human-Building Interaction to Support Sustainable Built Environments240
Slicing of Probabilistic Programs: A Review of Existing Approaches237
A Survey on the State of the Art of Causally Consistent Cloud Systems235
Botnet Business Models, Takedown Attempts, and the Darkweb Market: A Survey229
A Survey on Virtual Network Functions for Media Streaming: Solutions and Future Challenges222
Recent Advances in Automatic Term Extraction: A Comprehensive Survey220
ISP Meets Deep Learning: A Survey on Deep Learning Methods for Image Signal Processing218
Private Graph Data Release: A Survey217
Visual Tuning209
Remote Electronic Voting in Uncontrolled Environments: A Classifying Survey207
A Survey on Synchronous Augmented, Virtual, andMixed Reality Remote Collaboration Systems205
Deep Learning Models for Serendipity Recommendations: A Survey and New Perspectives204
State-of-the-Art and Challenges of Engineering ML- Enabled Software Systems in the Deep Learning Era203
Knowledge-based Cyber Physical Security at Smart Home: A Review196
Future UAV/Drone Systems for Intelligent Active Surveillance and Monitoring195
Large Language Models for Combinatorial Optimization: A Systematic Review194
From Reactive to Active Sensing: A Survey on Information Gathering in Decision-theoretic Planning187
Systematic Literature Review on Parallel Trajectory-based Metaheuristics185
How many FIDO protocols are needed? Analysing the technology, security and compliance185
Personalization in Public Transport Passenger Information Systems: A Systematic Review and Framework177
On the Explainability of Natural Language Processing Deep Models175
The Role of the Internet of Things (IoT) in Achieving the United Nations (UN) Sustainable Development Goals (SDGs) - A Systematic Review175
A Systematic Review of Multimodal Signal Fusion for Acute Pain Assessment Systems172
A Systematic Literature Review on Multimodal Text Summarization169
Enhancing Privacy-Preserving Software Development from a Developers’ Perspective: A Survey166
Multi-Class Imbalanced Data Handling with Concept Drift in Fog Computing: A Taxonomy, Review, and Future Directions165
Dataset Discovery and Exploration: A Survey164
A Survey of Multi-modal Knowledge Graphs: Technologies and Trends159
A Systematic Literature Review on Explainability for ML/DL-based Software Engineering158
Text Classification Using Graph Convolutional Networks: A Comprehensive Survey156
Systemization of Knowledge (SoK): Visualization Insight -- Two Decades of Research, Practice, and Future Directions155
Concept-based Explainable Artificial Intelligence: A Survey153
A Comprehensive Review on Vision-Based Violence Detection in Surveillance Videos150
Explainability in Deep Reinforcement Learning: A Review into Current Methods and Applications150
Deep Causal Learning: Representation, Discovery and Inference149
A Survey of Security and Privacy Issues in V2X Communication Systems149
Transfer Learning in Sensor-Based Human Activity Recognition: A Survey147
Understanding World or Predicting Future? A Comprehensive Survey of World Models144
A Survey on Hypergraph Representation Learning143
Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks142
Engineering Blockchain-based Software Systems: Foundations, Survey, and Future Directions141
Domain Generalization in Computational Pathology: Survey and Guidelines139
Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning138
A Systematic Review of Cross-Lingual Sentiment Analysis: Tasks, Strategies, and Prospects135
Challenges and Opportunities in Mobile Network Security for Vertical Applications: A Survey133
Advancing 5G Security and Privacy with AI: A Survey133
Distributed Scrum: A Case Meta-analysis132
A Survey on Deep Learning for Monte Carlo Path Tracing132
Evolving Paradigms in Automated Program Repair: Taxonomy, Challenges, and Opportunities132
A Taxonomy and Systematic Review of Gaze Interactions for 2D Displays: Promising Techniques and Opportunities132
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices132
Blockchain Agnostic Protocols: An Analysis of the State of the Art131
A Taxonomy and Survey on Grid-Based Routing Protocols Designed for Wireless Sensor Networks131
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit129
From Rules to Reasoning: A Survey of Large Language Model-Based Approaches to Scientific Hypothesis and Idea Generation129
Private and Secure Distributed Deep Learning: A Survey129
Deep Learning Library Testing: Definition, Methods and Challenges128
Embedding Compression in Recommender Systems: A Survey127
Survey and Taxonomy of Adversarial Reconnaissance Techniques126
State of Practical Applicability of Regression Testing Research: A Live Systematic Literature Review125
A Review of Stability in Topic Modeling: Metrics for Assessing and Techniques for Improving Stability125
Function Calling in Large Language Models: Industrial Practices, Challenges, and Future Directions122
Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview122
Semantic Knowledge Graphs for the News: A Review122
From Perception to Computation: Revisiting Delay Optimization for Connected Autonomous Vehicles121
Task Offloading for CAVs Edge Computing Environment: Taxonomy, Critical Review, and Future Road Map120
Towards Reliable Forgetting: A Survey on Machine Unlearning Verification120
Visual Question Answering: A Survey of Methods, Datasets, Evaluation, and Challenges119
A Survey of AI-enabled Dynamic Manufacturing Scheduling: From Directed Heuristics to Autonomous Learning119
A Survey of Privacy Attacks in Machine Learning118
Eco-Friendly Route Planning Algorithms: Taxonomies, Literature Review and Future Directions117
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges117
Driving Healthcare Monitoring with IoT and Wearable Devices: A Systematic Review117
A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities117
A Systematic Literature Review on Multi-Robot Task Allocation116
Extending Silicon Lifetime: A Review of Design Techniques for Reliable Integrated Circuits116
Threats to Training: A Survey of Poisoning Attacks and Defenses on Machine Learning Systems115
0.34578800201416