OOIR: Observatory of International Research

Papers

(The H4-Index of Journal of Artificial Intelligence Research is 26. 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 2021-09-01 to 2025-09-01.)

Article	Citations
Optimality Guarantees for Particle Belief Approximation of POMDPs	242
Practical Parallel Algorithms for Non-Monotone Submodular Maximization	211
Combinatorial Multi-Armed Bandits with Fairness Constraints: An Online Convex Optimization Perspective	112
Flexible Bayesian Nonlinear Model Configuration	100
Argumentative Reasoning in ASPIC+ under Incomplete Information	93
Graph Kernels: A Survey	92
Can We Automate Scientific Reviewing?	92
Certified Knowledge Compilation with Application to Formally Verified Model Counting	79
Composition and Zero-Shot Transfer with Lattice Structures in Reinforcement Learning	78
CluMo: Cluster-based Modality Fusion Prompt for Continual Learning in Visual Question Answering	73
A General Model for Aggregating Annotations Across Simple, Complex, and Multi-Object Annotation Tasks	71
Learning Optimal Decision Sets and Lists with SAT	56
Fairness in Influence Maximization through Randomization	55
Enhanced Recommendation Systems with Retrieval-Augmented Large Language Model	54
Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities	54
Data-Driven Revision of Conditional Norms in Multi-Agent Systems	53
Visually Grounded Models of Spoken Language: A Survey of Datasets, Architectures and Evaluation Techniques	52
Strategy Graphs for Influence Diagrams	44
Super Level Sets and Exponential Decay: A Synergistic Approach to Stable Neural Network Training	43
Uncertainty as a Fairness Measure	40
Program Synthesis with Best-First Bottom-Up Search	39
Scalable Primal Heuristics Using Graph Neural Networks for Combinatorial Optimization	35
The State of Computer Vision Research in Africa	33
Viewpoint: Artificial Intelligence Accidents Waiting to Happen?	32
Iterative Train Scheduling under Disruption with Maximum Satisfiability	32

Domain-Specific Heuristics in Answer Set Programming: A Declarative Non-Monotonic Approach	28
AI Reliance and Decision Quality: Fundamentals, Interdependence, and the Effects of Interventions	26
Quantization Aware Factorization for Deep Neural Network Compression	26