OOIR: Observatory of International Research

Papers

(The TQCC of Artificial Intelligence is 7. 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
Online learning in sequential Bayesian persuasion: Handling unknown priors	119
Polynomial combined first-order rewritings for linear and guarded existential rules	116
Diagnosis of intermittent faults in Multi-Agent Systems: An SFL approach	113
Editorial Board	102
Mitigating robust overfitting via self-residual-calibration regularization	96
Editorial Board	72
Primarily about primaries	67
Drawing a map of elections	66
Iterative voting with partial preferences	65
Knowledge-driven profile dynamics	63
Transfer learning for collaborative recommendation with biased and unbiased data	62
A computational model of Ostrom's Institutional Analysis and Development framework	61
No free lunch theorem for privacy-preserving LLM inference	59
Manipulation and peer mechanisms: A survey	57
Defense coordination in security games: Equilibrium analysis and mechanism design	54
Learning MAX-SAT from contextual examples for combinatorial optimisation	51
Weighted EF1 allocations for indivisible chores	49
Risk-averse autonomous systems: A brief history and recent developments from the perspective of optimal control	48
Epistemic planning: Perspectives on the special issue	38
Estimating possible causal effects with latent variables via adjustment and novel rule orientation	37
Hyper-heuristics for personnel scheduling domains	36
Multi-objective reinforcement learning for provably incentivising alignment with value systems	34
(1+1) genetic programming with functionally complete instruction sets can evolve Boolean conjunctions and disjunctions with arbitrarily small error	32
SensorSCAN: Self-supervised learning and deep clustering for fault diagnosis in chemical processes	30
Accurate parameter estimation for safety-critical systems with unmodeled dynamics	28

An α-regret analysis of adversarial bilateral trade	28
The distortion of distributed metric social choice	28
The complexity landscape of claim-augmented argumentation frameworks	27
GoSafeOpt: Scalable safe exploration for global optimization of dynamical systems	27
Editorial Board	26
A complete classification of the complexity and rewritability of ontology-mediated queries based on the description logic	25
Introduction to open-world AI	25
Settling the score: Portioning with cardinal preferences	24
CBS-Budget (CBSB): A complete and bounded suboptimal search for multi-agent path finding	23
Editorial Board	22
Approximate weighted model integration on DNF structures	22
From statistical relational to neurosymbolic artificial intelligence: A survey	22
Editorial Board	22
Learning optimal contracts with small action spaces	21
Corrigendum to “Accurate parameter estimation for safety-critical systems with unmodeled dynamics” [Artif. Intell. 316 (2023) 103857]	21
Certified reinforcement learning with logic guidance	20
Spectral clustering with robust self-learning constraints	20
CureGraph: Contrastive multi-modal graph representation learning for urban living circle health profiling and prediction	20
Editorial Board	18
Temporal inductive path neural network for temporal knowledge graph reasoning	18
Contra2: A one-step active learning method for imbalanced graphs	18
Acquiring and modeling abstract commonsense knowledge via conceptualization	17
Editorial Board	17
Editorial Board	17
Is it possible to find the single nearest neighbor of a query in high dimensions?	16
Editorial Board	16
Lifted action models learning from partial traces	16
Atlas of AI – Book review	16
Unsupervised sentence selection for creating a representative corpus in Turkish: An active learning approach	15
Exploratory machine learning with unknown unknowns	14
A multi-graph representation for event extraction	14
Integrating symbolic reasoning into neural generative models for design generation	14
Sequential model-based diagnosis by systematic search	14
Multi-excitation projective simulation with a many-body physics-inspired inductive bias	14
On the disjunctive rational closure of a conditional knowledge base	14
Automatically designing counterfactual regret minimization algorithms for solving imperfect-information games	13
Gradient-based mixed planning with symbolic and numeric action parameters	13
Approximating problems in abstract argumentation with graph convolutional networks	13
Self-adjusting offspring population sizes outperform fixed parameters on the cliff function	13
Logical separability of labeled data examples under ontologies	13
Editorial Board	13
Pandora's box problem with time constraints	12
Syntactic ASP forgetting with forks	12
A claim-centric perspective on abstract argumentation semantics: Claim-defeat, principles, and expressiveness	12
Editorial Board	12
An abstract and structured account of dialectical argument strength	12
Abstracting situation calculus action theories	12
Functional Relation Field: A Model-Agnostic Framework for Multivariate Time Series Forecasting	12
The notion of Abstraction in Ontology-based Data Management	12
Environment promoted invariant information learning for graph out-of-distribution generalization	12

Temporal logic explanations for dynamic decision systems using anchors and Monte Carlo Tree Search	12
Multi-view graph convolutional networks with attention mechanism	11
Safe, learning-based MPC for highway driving under lane-change uncertainty: A distributionally robust approach	11
Privacy-preserving graph convolution network for federated item recommendation	11
Almost proportional allocations of indivisible chores: Computation, approximation and efficiency	11
Pessimistic value iteration for multi-task data sharing in Offline Reinforcement Learning	11
Argus: Programming with communication protocols in a belief-desire-intention architecture	11
One mind, many tongues: A deep dive into language-agnostic knowledge neurons in large language models	11
Discrete preference games with logic-based agents: Formal framework, complexity, and islands of tractability	11
Emotional conversation generation with heterogeneous graph neural network	11
Reward-respecting subtasks for model-based reinforcement learning	11
Corrigendum to “Learning constraints through partial queries” [Artificial Intelligence 319 (2023) 103896]	11
Risk-aware controller for autonomous vehicles using model-based collision prediction and reinforcement learning	11
Editorial Board	11
DEED: DEep Evidential Doctor	10
Optimizing the computation of overriding in DL<	10
Adversarial analysis of similarity-based sign prediction	10
On measuring inconsistency in graph databases with regular path constraints	10
Editorial Board	10
On the design of truthful mechanisms for the capacitated facility location problem with two and more facilities	10
Maximum Likelihood Evidential Reasoning	10
Reinforcement learning in convergently non-stationary environments: Feudal hierarchies and learned representations	10
The influence of dimensions on the complexity of computing decision trees	10
Fine-tuning transformers: Vocabulary transfer	10
Matching papers and reviewers at large conferences	9
Credulous acceptance in high-order argumentation frameworks with necessities: An incremental approach	9
The complexity of optimizing atomic congestion	9
Learning a fast 3D spectral approach to object segmentation and tracking over space and time	9
(Re)Conceptualizing trustworthy AI: A foundation for change	9
Search-engine-augmented dialogue response generation with cheaply supervised query production	9
Many-objective problems where crossover is provably essential	9
Sound and relatively complete belief Hoare logic for statistical hypothesis testing programs	9
Investigating the properties of neural network representations in reinforcement learning	9
Saliency-aware regularized graph neural network	9
Taking into account “who said what” in abstract argumentation: Complexity results	9
A polynomial reduction of forks into logic programs	9
Reward (Mis)design for autonomous driving	8
A tetrachotomy of ontology-mediated queries with a covering axiom	8
On the computation of mixed strategies for security games with general defending requirements	8
Generative models for grid-based and image-based pathfinding	8
Adversarially robust unsupervised domain adaptation	8
Knowledge-based strategies for multi-agent teams playing against Nature	8
Truthful aggregation of budget proposals with proportionality guarantees	8
Budget-feasible mechanisms for proportionally selecting agents from groups	8
Integrating multi-armed bandit with local search for MaxSAT	8
Evolving interpretable decision trees for reinforcement learning	8
FedHM: Efficient federated learning for heterogeneous models via low-rank factorization	8
Natural language watermarking via paraphraser-based lexical substitution	8
Improved metric distortion via threshold approvals	8
Neural knowledge graph reasoning with relational digraph	7
Editorial Board	7
Entropy estimation via uniformization	7
Editorial Board	7
An offline risk-aware policy selection method for Bayesian Markov decision processes	7
LAD2025, A constraint-based solver for the subgraph isomorphism problem	7
Multi resource allocation with partial preferences	7
Privacy preserving solution of DCOPs by mediation	7
Relaxed core stability in hedonic games	7
Bisimulation between base argumentation and premise-conclusion argumentation	7
AI-driven transcriptome profile-guided hit molecule generation	7
Integration of memory systems supporting non-symbolic representations in an architecture for lifelong development of artificial agents	7
Data-informed knowledge and strategies	7