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 2022-05-01 to 2026-05-01.)

Article	Citations
Online learning in sequential Bayesian persuasion: Handling unknown priors	234
Editorial Board	118
Primarily about primaries	112
Drawing a map of elections	111
A computational model of Ostrom's Institutional Analysis and Development framework	100
Polynomial combined first-order rewritings for linear and guarded existential rules	93
Diagnosis of intermittent faults in Multi-Agent Systems: An SFL approach	69
Editorial Board	66
Iterative voting with partial preferences	65
Mitigating robust overfitting via self-residual-calibration regularization	65
Transfer learning for collaborative recommendation with biased and unbiased data	61
Knowledge-driven profile dynamics	60
The distortion of distributed metric social choice	58
No free lunch theorem for privacy-preserving LLM inference	56
An α-regret analysis of adversarial bilateral trade	54
Risk-averse autonomous systems: A brief history and recent developments from the perspective of optimal control	49
(1+1) genetic programming with functionally complete instruction sets can evolve Boolean conjunctions and disjunctions with arbitrarily small error	48
Epistemic planning: Perspectives on the special issue	48
Estimating possible causal effects with latent variables via adjustment and novel rule orientation	46
Weighted EF1 allocations for indivisible chores	37
Learning MAX-SAT from contextual examples for combinatorial optimisation	35
Defense coordination in security games: Equilibrium analysis and mechanism design	34
Manipulation and peer mechanisms: A survey	34
SensorSCAN: Self-supervised learning and deep clustering for fault diagnosis in chemical processes	32
Hyper-heuristics for personnel scheduling domains	28

Accurate parameter estimation for safety-critical systems with unmodeled dynamics	28
Multi-objective reinforcement learning for provably incentivising alignment with value systems	27
GoSafeOpt: Scalable safe exploration for global optimization of dynamical systems	27
The complexity landscape of claim-augmented argumentation frameworks	26
Editorial Board	26
A complete classification of the complexity and rewritability of ontology-mediated queries based on the description logic	25
Editorial Board	25
Editorial Board	24
Corrigendum to “Accurate parameter estimation for safety-critical systems with unmodeled dynamics” [Artif. Intell. 316 (2023) 103857]	22
Editorial Board	22
Spectral clustering with robust self-learning constraints	21
Learning optimal contracts with small action spaces	21
Contra2: A one-step active learning method for imbalanced graphs	21
Approximate weighted model integration on DNF structures	21
CureGraph: Contrastive multi-modal graph representation learning for urban living circle health profiling and prediction	20
Temporal inductive path neural network for temporal knowledge graph reasoning	19
Settling the score: Portioning with cardinal preferences	19
Certified reinforcement learning with logic guidance	19
Introduction to open-world AI	19
From statistical relational to neurosymbolic artificial intelligence: A survey	18
CBS-Budget (CBSB): A complete and bounded suboptimal search for multi-agent path finding	18
Editorial Board	17
Editorial Board	17
Atlas of AI – Book review	16
Unsupervised sentence selection for creating a representative corpus in Turkish: An active learning approach	16
Editorial Board	16
Is it possible to find the single nearest neighbor of a query in high dimensions?	16
Acquiring and modeling abstract commonsense knowledge via conceptualization	15
A multi-graph representation for event extraction	15
Lifted action models learning from partial traces	14
Approximating problems in abstract argumentation with graph convolutional networks	14
Multi-excitation projective simulation with a many-body physics-inspired inductive bias	14
Self-adjusting offspring population sizes outperform fixed parameters on the cliff function	14
On the disjunctive rational closure of a conditional knowledge base	14
Exploratory machine learning with unknown unknowns	13
Gradient-based mixed planning with symbolic and numeric action parameters	13
Sequential model-based diagnosis by systematic search	13
Logical separability of labeled data examples under ontologies	13
Editorial Board	13
Integrating symbolic reasoning into neural generative models for design generation	13
Automatically designing counterfactual regret minimization algorithms for solving imperfect-information games	13
A claim-centric perspective on abstract argumentation semantics: Claim-defeat, principles, and expressiveness	12
Pandora's box problem with time constraints	12
Editorial Board	12
An abstract and structured account of dialectical argument strength	12
Temporal logic explanations for dynamic decision systems using anchors and Monte Carlo Tree Search	12
Syntactic ASP forgetting with forks	12
Functional Relation Field: A Model-Agnostic Framework for Multivariate Time Series Forecasting	12
Abstracting situation calculus action theories	11
Argus: Programming with communication protocols in a belief-desire-intention architecture	11

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