OOIR: Observatory of International Research

Papers

(The H4-Index of Journal of Artificial Intelligence Research is 27. 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 2022-05-01 to 2026-05-01.)

Article	Citations
Practical Parallel Algorithms for Non-Monotone Submodular Maximization	378
Optimality Guarantees for Particle Belief Approximation of POMDPs	145
Combinatorial Multi-Armed Bandits with Fairness Constraints: An Online Convex Optimization Perspective	143
Procedural Fairness in Machine Learning	132
Can We Automate Scientific Reviewing?	122
Argumentative Reasoning in ASPIC+ under Incomplete Information	77
Scalable Primal Heuristics Using Graph Neural Networks for Combinatorial Optimization	74
Data-Driven Revision of Conditional Norms in Multi-Agent Systems	69
Program Synthesis with Best-First Bottom-Up Search	69
Domain-Specific Heuristics in Answer Set Programming: A Declarative Non-Monotonic Approach	61
CluMo: Cluster-based Modality Fusion Prompt for Continual Learning in Visual Question Answering	61
Viewpoint: Artificial Intelligence Accidents Waiting to Happen?	55
Quantization Aware Factorization for Deep Neural Network Compression	52
Robust Reward Design for Markov Decision Processes	51
Composition and Zero-Shot Transfer with Lattice Structures in Reinforcement Learning	51
Certified Knowledge Compilation with Application to Formally Verified Model Counting	51
Uncertainty as a Fairness Measure	45
A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions	42
Strategy Graphs for Influence Diagrams	40
Iterative Train Scheduling under Disruption with Maximum Satisfiability	39
Super Level Sets and Exponential Decay: A Synergistic Approach to Stable Neural Network Training	39
The State of Computer Vision Research in Africa	38
Queries With Exact Truth Values on Concept and Role Atoms in Paraconsistent Description Logics	32
Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities	31
Enhanced Recommendation Systems with Retrieval-Augmented Large Language Model	30

A General Model for Aggregating Annotations Across Simple, Complex, and Multi-Object Annotation Tasks	29
AI Reliance and Decision Quality: Fundamentals, Interdependence, and the Effects of Interventions	29