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 2022-06-01 to 2026-06-01.)

Article	Citations
Practical Parallel Algorithms for Non-Monotone Submodular Maximization	395
Combinatorial Multi-Armed Bandits with Fairness Constraints: An Online Convex Optimization Perspective	150
Procedural Fairness in Machine Learning	148
Argumentative Reasoning in ASPIC+ under Incomplete Information	134
Optimality Guarantees for Particle Belief Approximation of POMDPs	130
Can We Automate Scientific Reviewing?	78
Program Synthesis with Best-First Bottom-Up Search	77
Data-Driven Revision of Conditional Norms in Multi-Agent Systems	74
Quantization Aware Factorization for Deep Neural Network Compression	70
Robust Reward Design for Markov Decision Processes	62
Composition and Zero-Shot Transfer with Lattice Structures in Reinforcement Learning	58
Certified Knowledge Compilation with Application to Formally Verified Model Counting	56
Uncertainty as a Fairness Measure	52
Strategy Graphs for Influence Diagrams	52
A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions	51
CluMo: Cluster-based Modality Fusion Prompt for Continual Learning in Visual Question Answering	45
Enhanced Recommendation Systems with Retrieval-Augmented Large Language Model	45
Super Level Sets and Exponential Decay: A Synergistic Approach to Stable Neural Network Training	43
Domain-Specific Heuristics in Answer Set Programming: A Declarative Non-Monotonic Approach	43
Viewpoint: Artificial Intelligence Accidents Waiting to Happen?	40
Computational Approaches to Automatic Poetry Generation and Evaluation: A Survey	40
A General Model for Aggregating Annotations Across Simple, Complex, and Multi-Object Annotation Tasks	33
Iterative Train Scheduling under Disruption with Maximum Satisfiability	31
Queries With Exact Truth Values on Concept and Role Atoms in Paraconsistent Description Logics	30
AI Reliance and Decision Quality: Fundamentals, Interdependence, and the Effects of Interventions	29

Scalable Primal Heuristics Using Graph Neural Networks for Combinatorial Optimization	27
Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities	27