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 2021-10-01 to 2025-10-01.)

Article	Citations
Argumentative Reasoning in ASPIC+ under Incomplete Information	261
Practical Parallel Algorithms for Non-Monotone Submodular Maximization	215
Can We Automate Scientific Reviewing?	118
Optimality Guarantees for Particle Belief Approximation of POMDPs	112
Flexible Bayesian Nonlinear Model Configuration	97
Graph Kernels: A Survey	97
Combinatorial Multi-Armed Bandits with Fairness Constraints: An Online Convex Optimization Perspective	97
Scalable Primal Heuristics Using Graph Neural Networks for Combinatorial Optimization	83
Iterative Train Scheduling under Disruption with Maximum Satisfiability	82
Program Synthesis with Best-First Bottom-Up Search	80
The State of Computer Vision Research in Africa	73
Data-Driven Revision of Conditional Norms in Multi-Agent Systems	61
Quantization Aware Factorization for Deep Neural Network Compression	59
Domain-Specific Heuristics in Answer Set Programming: A Declarative Non-Monotonic Approach	57
AI Reliance and Decision Quality: Fundamentals, Interdependence, and the Effects of Interventions	54
Viewpoint: Artificial Intelligence Accidents Waiting to Happen?	54
Robust Reward Design for Markov Decision Processes	52
CluMo: Cluster-based Modality Fusion Prompt for Continual Learning in Visual Question Answering	47
Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities	46
A General Model for Aggregating Annotations Across Simple, Complex, and Multi-Object Annotation Tasks	43
Certified Knowledge Compilation with Application to Formally Verified Model Counting	40
Composition and Zero-Shot Transfer with Lattice Structures in Reinforcement Learning	40
Fairness in Influence Maximization through Randomization	35
Visually Grounded Models of Spoken Language: A Survey of Datasets, Architectures and Evaluation Techniques	35
Enhanced Recommendation Systems with Retrieval-Augmented Large Language Model	33

Uncertainty as a Fairness Measure	31
Strategy Graphs for Influence Diagrams	29
Super Level Sets and Exponential Decay: A Synergistic Approach to Stable Neural Network Training	27