OOIR: Observatory of International Research

Papers

(The H4-Index of Journal of Artificial Intelligence Research is 25. 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.)

Article	Citations
Combinatorial Multi-Armed Bandits with Fairness Constraints: An Online Convex Optimization Perspective	168
Argumentative Reasoning in ASPIC+ under Incomplete Information	153
Procedural Fairness in Machine Learning	153
How to DP-Fy Your Data: A Practical Guide to Generating Synthetic Data With Differential Privacy	145
Optimality Guarantees for Particle Belief Approximation of POMDPs	96
Can We Automate Scientific Reviewing?	84
An Empirical Comparison of Cost Functions in Inductive Logic Programming	63
Hierarchical Reinforcement Learning with Optimal Level Synchronization Based on Flow-Based Deep Generative Model	62
Practical Parallel Algorithms for Non-Monotone Submodular Maximization	56
Program Synthesis with Best-First Bottom-Up Search	55
Quantization Aware Factorization for Deep Neural Network Compression	54
Robust Reward Design for Markov Decision Processes	49
Composition and Zero-Shot Transfer with Lattice Structures in Reinforcement Learning	48
Certified Knowledge Compilation with Application to Formally Verified Model Counting	45
Super Level Sets and Exponential Decay: A Synergistic Approach to Stable Neural Network Training	45
A General Model for Aggregating Annotations Across Simple, Complex, and Multi-Object Annotation Tasks	44
Computational Approaches to Automatic Poetry Generation and Evaluation: A Survey	42
Iterative Train Scheduling under Disruption with Maximum Satisfiability	42
Enhanced Recommendation Systems with Retrieval-Augmented Large Language Model	34
Queries With Exact Truth Values on Concept and Role Atoms in Paraconsistent Description Logics	34
The State of Computer Vision Research in Africa	31
Data-Driven Revision of Conditional Norms in Multi-Agent Systems	30
Uncertainty as a Fairness Measure	27
Viewpoint: Artificial Intelligence Accidents Waiting to Happen?	27
Strategy Graphs for Influence Diagrams	26

Scalable Primal Heuristics Using Graph Neural Networks for Combinatorial Optimization