OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Artificial Intelligence Research is 6. 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 2022-06-01 to 2026-06-01.)

Article	Citations
Practical Parallel Algorithms for Non-Monotone Submodular Maximization	395
Combinatorial Multi-Armed Bandits with Fairness Constraints: An Online Convex Optimization Perspective	150
Procedural Fairness in Machine Learning	148
Argumentative Reasoning in ASPIC+ under Incomplete Information	134
Optimality Guarantees for Particle Belief Approximation of POMDPs	130
Can We Automate Scientific Reviewing?	78
Program Synthesis with Best-First Bottom-Up Search	77
Data-Driven Revision of Conditional Norms in Multi-Agent Systems	74
Quantization Aware Factorization for Deep Neural Network Compression	70
Robust Reward Design for Markov Decision Processes	62
Composition and Zero-Shot Transfer with Lattice Structures in Reinforcement Learning	58
Certified Knowledge Compilation with Application to Formally Verified Model Counting	56
Uncertainty as a Fairness Measure	52
Strategy Graphs for Influence Diagrams	52
A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions	51
CluMo: Cluster-based Modality Fusion Prompt for Continual Learning in Visual Question Answering	45
Enhanced Recommendation Systems with Retrieval-Augmented Large Language Model	45
Super Level Sets and Exponential Decay: A Synergistic Approach to Stable Neural Network Training	43
Domain-Specific Heuristics in Answer Set Programming: A Declarative Non-Monotonic Approach	43
Viewpoint: Artificial Intelligence Accidents Waiting to Happen?	40
Computational Approaches to Automatic Poetry Generation and Evaluation: A Survey	40
A General Model for Aggregating Annotations Across Simple, Complex, and Multi-Object Annotation Tasks	33
Iterative Train Scheduling under Disruption with Maximum Satisfiability	31
Queries With Exact Truth Values on Concept and Role Atoms in Paraconsistent Description Logics	30
AI Reliance and Decision Quality: Fundamentals, Interdependence, and the Effects of Interventions	29

Scalable Primal Heuristics Using Graph Neural Networks for Combinatorial Optimization	27
Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities	27
The State of Computer Vision Research in Africa	26
Low-Rank Representation of Reinforcement Learning Policies	24
An Overview of Environmental Features that Impact Deep Reinforcement Learning in Sparse-Reward Domains	23
Conditional Relative Frequency Distributions with Undefined Observations and Generalized Fuzzy Orthopartitions	23
Trustworthy Transfer Learning: A Survey	23
Experimental Design of Extractive Question-Answering Systems: Influence of Error Scores and Answer Length	22
Stackelberg Security Games with Contagious Attacks on a Network: Reallocation to the Rescue	22
Threshold Treewidth and Hypertree Width	22
Performative Ethics From Within the Ivory Tower: How CS Practitioners Uphold Systems of Oppression	20
Evolutionary Dynamics and Phi-Regret Minimization in Games	19
FlexiBERT: Are Current Transformer Architectures too Homogeneous and Rigid?	19
WorldView-Bench: A Benchmark for Evaluating Global Cultural Perspectives in Large Language Models	18
Flexible FOND Planning with Explicit Fairness Assumptions	18
Introduction to the Special Track on Artificial Intelligence and COVID-19	17
Learning to Design Fair and Private Voting Rules	17
On Expected Value Strong Controllability	17
Scalable Multi-Objective Reinforcement Learning with Fairness Guarantees using Lorenz Dominance	16
Reasoning over Streams of Events with Delayed Effects	16
Fair and Efficient Allocation of Scarce Resources Based on Predicted Outcomes: Implications for Homeless Service Delivery	16
Approximating Proportional and Maximin Allocations on D-Claw-Free Graphs	15
Expected 1.x Makespan-Optimal Multi-Agent Path Finding on Grid Graphs in Low Polynomial Time	15
The Complexity of Network Satisfaction Problems for Symmetric Relation Algebras with a Flexible Atom	15
AI for All: Identifying AI incidents Related to Diversity and Inclusion	14
Initialization of Feature Selection Search for Classification	14
Learning to Resolve Social Dilemmas: A Survey	14
Certified Dominance and Symmetry Breaking for Combinatorial Optimisation	14
Classes of Hard Formulas for QBF Resolution	13
Finite Materialisability of Datalog Programs with Metric Temporal Operators	13
Digraph k-Coloring Games: New Algorithms and Experiments	13
Boolean Observation Games	13
Estimating Agent Skill in Continuous Action Domains	13
Methods for Recovering Conditional Independence Graphs: A Survey	13
Fair Influence Maximization in Large-scale Social Networks Based on Attribute-aware Reverse Influence Sampling	13
MRC and Transfer Learning Framework for Document-level Event Factuality Identification with Heterogeneous Spectral Attention Networks	12
ModelStar: Reachability Analysis-based Safety Verification of Neural Networks Against Model Perturbations	12
Diagnosing AI Explanation Methods with Folk Concepts of Behavior	12
Proof Theory and Decision Procedures for Deontic STIT Logics	12
On the Convergence of Swap Dynamics to Pareto-Optimal Matchings	12
CADS: A Systematic Literature Review on the Challenges of Abstractive Dialogue Summarization	12
Incremental Learning Methodologies for Addressing Catastrophic Forgetting: Analysis and Experimental Evaluation	12
Quantifying Query Fairness Under Unawareness	11
Impact of Imputation Strategies on Fairness in Machine Learning	10
Reinforcement Learning for Generative AI: State of the Art, Opportunities and Open Research Challenges	10
Detecting AI-Generated Text: Factors Influencing Detectability with Current Methods	10
Exploiting Functional Constraints in Automatic Dominance Breaking for Constraint Optimization	10
Opening the Analogical Portal to Explainability: Can Analogies Help Laypeople in AI-assisted Decision Making?	10
A Survey on Data Selection for LLM Instruction Tuning	10
Probabilistically Tightened Linear Relaxation-based Perturbation Analysis for Neural Network Verification	10

Robust Control for Dynamical Systems with Non-Gaussian Noise via Formal Abstractions	10
Multi-Modal Attentive Prompt Learning for Few-shot Emotion Recognition in Conversations	10
Integrating Column Generation and Large Neighborhood Search for Bus Driver Scheduling with Complex Break Constraints	10
Policy-based Primal-Dual Methods for Concave CMDP with Variance Reduction	10
From Single-Objective to Bi-Objective Maximum Satisfiability Solving	9
Human-in-the-Loop Reinforcement Learning: A Survey and Position on Requirements, Challenges, and Opportunities	9
Towards Generalist Robot Learning from Internet Video: A Survey	9
A Markov Framework for Learning and Reasoning About Strategies in Professional Soccer	9
Value Preferences Estimation and Disambiguation in Hybrid Participatory Systems	9
Maximisation of Admissible Multi-Objective Heuristics	9
Towards an Ontology-Driven Approach to Document Bias	9
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems	9
On the Evaluation of (Meta-)solver Approaches	9
Qualitative Reasoning about 2D Cardinal Directions using Answer Set Programming	8
Finding and Recognizing Popular Coalition Structures	8
Principles and their Computational Consequences for Argumentation Frameworks with Collective Attacks	8
On the Parallel Parameterized Complexity of MaxSAT Variants	8
MA-LAMA: Exploiting the Multi-Agent Nature of Temporal Planning Problems	8
Non-Crossing Anonymous MAPF for Tethered Robots	8
An Oracle-Guided Approach to Constrained Policy Synthesis Under Uncertainty	8
TOOLTANGO: Common sense Generalization in Predicting Sequential Tool Interactions for Robot Plan Synthesis	7
Reinforcement Learning from Optimization Proxy for Ride-Hailing Vehicle Relocation	7
Mean-Semivariance Policy Optimization via Risk-Averse Reinforcement Learning	7
How to Tell Easy from Hard: Complexities of Conjunctive Query Entailment in Extensions of ALC	7
The Winnability of Klondike Solitaire and Many Other Patience Games	7
Inductive Logic Programming At 30: A New Introduction	7
The Complexity of Matching Games: A Survey	7
A Review of Pseudo-Labeling for Computer Vision	7
A Principled Distributional Approach to Trajectory Similarity Measurement and its Application to Anomaly Detection	7
Computational Machine Ethics: A Survey	7
Abductive Reasoning in Expansions of Belnap-Dunn Logic	6
Automatically Finding the Right Probabilities in Bayesian Networks	6
Decentralized Gradient-Quantization Based Matrix Factorization for Fast Privacy-Preserving Point-of-Interest Recommendation	6
Revisiting SAT-based Solvers: MaxSAT Rules and Core Sequences	6
ℵ-IPOMDP: Mitigating Deception in a Cognitive Hierarchy with Off-Policy Counterfactual Anomaly Detection	6
Prediction of Social Dynamic Agents and Long-Tailed Learning Challenges: A Survey	6
The Complexity of Subelection Isomorphism Problems	6
Semantic Alignment of Malicious Question Based on Contrastive Semantic Networks and Data Augmentation	6
Viewpoint: Hybrid Intelligence Supports Application Development for Diabetes Lifestyle Management	6
Multi-Agent Pathfinding Under Team-Connected Communication Constraint via Adaptive Path Expansion and Dynamic Leading	6
On Dynamics in Structured Argumentation Formalisms	6