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 2021-11-01 to 2025-11-01.)

Article	Citations
Argumentative Reasoning in ASPIC+ under Incomplete Information	275
Practical Parallel Algorithms for Non-Monotone Submodular Maximization	218
Optimality Guarantees for Particle Belief Approximation of POMDPs	124
Flexible Bayesian Nonlinear Model Configuration	116
Combinatorial Multi-Armed Bandits with Fairness Constraints: An Online Convex Optimization Perspective	102
Can We Automate Scientific Reviewing?	101
Graph Kernels: A Survey	99
Scalable Primal Heuristics Using Graph Neural Networks for Combinatorial Optimization	86
Iterative Train Scheduling under Disruption with Maximum Satisfiability	82
Program Synthesis with Best-First Bottom-Up Search	73
The State of Computer Vision Research in Africa	62
Data-Driven Revision of Conditional Norms in Multi-Agent Systems	59
Quantization Aware Factorization for Deep Neural Network Compression	57
Domain-Specific Heuristics in Answer Set Programming: A Declarative Non-Monotonic Approach	55
Robust Reward Design for Markov Decision Processes	54
A General Model for Aggregating Annotations Across Simple, Complex, and Multi-Object Annotation Tasks	50
Composition and Zero-Shot Transfer with Lattice Structures in Reinforcement Learning	48
Certified Knowledge Compilation with Application to Formally Verified Model Counting	46
Enhanced Recommendation Systems with Retrieval-Augmented Large Language Model	43
Uncertainty as a Fairness Measure	42
Strategy Graphs for Influence Diagrams	37
Super Level Sets and Exponential Decay: A Synergistic Approach to Stable Neural Network Training	35
Fairness in Influence Maximization through Randomization	34
AI Reliance and Decision Quality: Fundamentals, Interdependence, and the Effects of Interventions	33
Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities	33

CluMo: Cluster-based Modality Fusion Prompt for Continual Learning in Visual Question Answering	29
Learning Optimal Decision Sets and Lists with SAT	27
Viewpoint: Artificial Intelligence Accidents Waiting to Happen?	27