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 2021-08-01 to 2025-08-01.)

Article	Citations
Optimality Guarantees for Particle Belief Approximation of POMDPs	229
Practical Parallel Algorithms for Non-Monotone Submodular Maximization	207
Combinatorial Multi-Armed Bandits with Fairness Constraints: An Online Convex Optimization Perspective	135
Flexible Bayesian Nonlinear Model Configuration	107
Graph Kernels: A Survey	99
Can We Automate Scientific Reviewing?	88
Composition and Zero-Shot Transfer with Lattice Structures in Reinforcement Learning	85
Certified Knowledge Compilation with Application to Formally Verified Model Counting	85
A General Model for Aggregating Annotations Across Simple, Complex, and Multi-Object Annotation Tasks	75
Fairness in Influence Maximization through Randomization	74
Learning Optimal Decision Sets and Lists with SAT	68
Improving the Effectiveness and Efficiency of Stochastic Neighbour Embedding with Isolation Kernel	66
Data-Driven Revision of Conditional Norms in Multi-Agent Systems	63
Visually Grounded Models of Spoken Language: A Survey of Datasets, Architectures and Evaluation Techniques	55
Strategy Graphs for Influence Diagrams	53
Enhanced Recommendation Systems with Retrieval-Augmented Large Language Model	52
Uncertainty as a Fairness Measure	51
Program Synthesis with Best-First Bottom-Up Search	50
The State of Computer Vision Research in Africa	47
Scalable Primal Heuristics Using Graph Neural Networks for Combinatorial Optimization	47
Iterative Train Scheduling under Disruption with Maximum Satisfiability	43
Viewpoint: Artificial Intelligence Accidents Waiting to Happen?	42
Domain-Specific Heuristics in Answer Set Programming: A Declarative Non-Monotonic Approach	37
AI Reliance and Decision Quality: Fundamentals, Interdependence, and the Effects of Interventions	36
Quantization Aware Factorization for Deep Neural Network Compression	33

Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities	32
Super Level Sets and Exponential Decay: A Synergistic Approach to Stable Neural Network Training	32
Low-Rank Representation of Reinforcement Learning Policies	30