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 2021-06-01 to 2025-06-01.)

Article	Citations
Optimality Guarantees for Particle Belief Approximation of POMDPs	192
Practical Parallel Algorithms for Non-Monotone Submodular Maximization	178
Combinatorial Multi-Armed Bandits with Fairness Constraints: An Online Convex Optimization Perspective	116
Flexible Bayesian Nonlinear Model Configuration	102
Graph Kernels: A Survey	89
Can We Automate Scientific Reviewing?	80
Quantization Aware Factorization for Deep Neural Network Compression	79
Certified Knowledge Compilation with Application to Formally Verified Model Counting	77
Composition and Zero-Shot Transfer with Lattice Structures in Reinforcement Learning	74
Enhanced Recommendation Systems with Retrieval-Augmented Large Language Model	62
Viewpoint: Artificial Intelligence Accidents Waiting to Happen?	62
A General Model for Aggregating Annotations Across Simple, Complex, and Multi-Object Annotation Tasks	57
AI Reliance and Decision Quality: Fundamentals, Interdependence, and the Effects of Interventions	57
Learning Optimal Decision Sets and Lists with SAT	53
Improving the Effectiveness and Efficiency of Stochastic Neighbour Embedding with Isolation Kernel	52
Data-Driven Revision of Conditional Norms in Multi-Agent Systems	47
Visually Grounded Models of Spoken Language: A Survey of Datasets, Architectures and Evaluation Techniques	46
Strategy Graphs for Influence Diagrams	45
Uncertainty as a Fairness Measure	44
Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities	41
Program Synthesis with Best-First Bottom-Up Search	40
Domain-Specific Heuristics in Answer Set Programming: A Declarative Non-Monotonic Approach	38
Scalable Primal Heuristics Using Graph Neural Networks for Combinatorial Optimization	37
The State of Computer Vision Research in Africa	36
Fairness in Influence Maximization through Randomization	31

Iterative Train Scheduling under Disruption with Maximum Satisfiability	31
Threshold Treewidth and Hypertree Width	29
Low-Rank Representation of Reinforcement Learning Policies	29
Evolutionary Dynamics and Phi-Regret Minimization in Games	28
Image Captioning as an Assistive Technology: Lessons Learned from VizWiz 2020 Challenge	28