OOIR: Observatory of International Research

Papers

(The H4-Index of Journal of Artificial Intelligence Research is 28. 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 2022-01-01 to 2026-01-01.)

Article	Citations
Argumentative Reasoning in ASPIC+ under Incomplete Information	317
Combinatorial Multi-Armed Bandits with Fairness Constraints: An Online Convex Optimization Perspective	227
Optimality Guarantees for Particle Belief Approximation of POMDPs	130
Can We Automate Scientific Reviewing?	122
Practical Parallel Algorithms for Non-Monotone Submodular Maximization	118
Scalable Primal Heuristics Using Graph Neural Networks for Combinatorial Optimization	118
Iterative Train Scheduling under Disruption with Maximum Satisfiability	115
Program Synthesis with Best-First Bottom-Up Search	90
Data-Driven Revision of Conditional Norms in Multi-Agent Systems	88
Quantization Aware Factorization for Deep Neural Network Compression	86
Robust Reward Design for Markov Decision Processes	66
Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities	60
Uncertainty as a Fairness Measure	59
A General Model for Aggregating Annotations Across Simple, Complex, and Multi-Object Annotation Tasks	56
Composition and Zero-Shot Transfer with Lattice Structures in Reinforcement Learning	50
Certified Knowledge Compilation with Application to Formally Verified Model Counting	49
Strategy Graphs for Influence Diagrams	48
Super Level Sets and Exponential Decay: A Synergistic Approach to Stable Neural Network Training	47
The State of Computer Vision Research in Africa	46
Visually Grounded Models of Spoken Language: A Survey of Datasets, Architectures and Evaluation Techniques	38
CluMo: Cluster-based Modality Fusion Prompt for Continual Learning in Visual Question Answering	37
Viewpoint: Artificial Intelligence Accidents Waiting to Happen?	36
Enhanced Recommendation Systems with Retrieval-Augmented Large Language Model	34
Domain-Specific Heuristics in Answer Set Programming: A Declarative Non-Monotonic Approach	33
AI Reliance and Decision Quality: Fundamentals, Interdependence, and the Effects of Interventions	32

Fairness in Influence Maximization through Randomization	32
Low-Rank Representation of Reinforcement Learning Policies	30
Conditional Relative Frequency Distributions with Undefined Observations and Generalized Fuzzy Orthopartitions	29
Image Captioning as an Assistive Technology: Lessons Learned from VizWiz 2020 Challenge	28