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 2021-05-01 to 2025-05-01.)

Article	Citations
Flexible Bayesian Nonlinear Model Configuration	185
Optimality Guarantees for Particle Belief Approximation of POMDPs	156
Practical Parallel Algorithms for Non-Monotone Submodular Maximization	111
Combinatorial Multi-Armed Bandits with Fairness Constraints: An Online Convex Optimization Perspective	93
Graph Kernels: A Survey	87
Can We Automate Scientific Reviewing?	75
Quantization Aware Factorization for Deep Neural Network Compression	74
Viewpoint: Artificial Intelligence Accidents Waiting to Happen?	72
The State of Computer Vision Research in Africa	67
Domain-Specific Heuristics in Answer Set Programming: A Declarative Non-Monotonic Approach	60
Program Synthesis with Best-First Bottom-Up Search	60
Certified Knowledge Compilation with Application to Formally Verified Model Counting	58
Composition and Zero-Shot Transfer with Lattice Structures in Reinforcement Learning	57
AI Reliance and Decision Quality: Fundamentals, Interdependence, and the Effects of Interventions	55
Fairness in Influence Maximization through Randomization	49
Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities	47
Iterative Train Scheduling under Disruption with Maximum Satisfiability	46
A General Model for Aggregating Annotations Across Simple, Complex, and Multi-Object Annotation Tasks	45
Learning Optimal Decision Sets and Lists with SAT	41
Improving the Effectiveness and Efficiency of Stochastic Neighbour Embedding with Isolation Kernel	39
Enhanced Recommendation Systems with Retrieval-Augmented Large Language Model	38
Uncertainty as a Fairness Measure	35
Visually Grounded Models of Spoken Language: A Survey of Datasets, Architectures and Evaluation Techniques	34
Data-Driven Revision of Conditional Norms in Multi-Agent Systems	34
Scalable Primal Heuristics Using Graph Neural Networks for Combinatorial Optimization	32

Strategy Graphs for Influence Diagrams	29
Threshold Treewidth and Hypertree Width	28
Low-Rank Representation of Reinforcement Learning Policies	28
Efficient Local Search based on Dynamic Connectivity Maintenance for Minimum Connected Dominating Set	28