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 2021-11-01 to 2025-11-01.)

Article	Citations
Online learning in sequential Bayesian persuasion: Handling unknown priors	209
Knowledge-driven profile dynamics	184
A computational model of Ostrom's Institutional Analysis and Development framework	152
Primarily about primaries	97
Transfer learning for collaborative recommendation with biased and unbiased data	88
Polynomial combined first-order rewritings for linear and guarded existential rules	84
Diagnosis of intermittent faults in Multi-Agent Systems: An SFL approach	79
Iterative voting with partial preferences	71
Drawing a map of elections	58
Editorial Board	57
(1+1) genetic programming with functionally complete instruction sets can evolve Boolean conjunctions and disjunctions with arbitrarily small error	54
Mitigating robust overfitting via self-residual-calibration regularization	54
Accurate parameter estimation for safety-critical systems with unmodeled dynamics	53
An efficient algorithm for counting Markov equivalent DAGs	52
Fair allocation of indivisible goods: Beyond additive valuations	52
The distortion of distributed metric social choice	52
Manipulation and peer mechanisms: A survey	50
Hyper-heuristics for personnel scheduling domains	44
An α-regret analysis of adversarial bilateral trade	43
Weighted EF1 allocations for indivisible chores	41
Estimating possible causal effects with latent variables via adjustment and novel rule orientation	41
No free lunch theorem for privacy-preserving LLM inference	40
Risk-averse autonomous systems: A brief history and recent developments from the perspective of optimal control	40
GoSafeOpt: Scalable safe exploration for global optimization of dynamical systems	36
Defense coordination in security games: Equilibrium analysis and mechanism design	35

Learning MAX-SAT from contextual examples for combinatorial optimisation	34
Epistemic planning: Perspectives on the special issue	33
SensorSCAN: Self-supervised learning and deep clustering for fault diagnosis in chemical processes	33
CBS-Budget (CBSB): A complete and bounded suboptimal search for multi-agent path finding	32
The complexity landscape of claim-augmented argumentation frameworks	31
Approximate weighted model integration on DNF structures	31
Editorial Board	31
Editorial Board	30
Corrigendum to “Accurate parameter estimation for safety-critical systems with unmodeled dynamics” [Artif. Intell. 316 (2023) 103857]	30
A complete classification of the complexity and rewritability of ontology-mediated queries based on the description logic	27
Introduction to open-world AI	26
Learning optimal contracts with small action spaces	25
Spectral clustering with robust self-learning constraints	25
End-to-end neural event coreference resolution	23
Certified reinforcement learning with logic guidance	22
Editorial Board	22
CureGraph: Contrastive multi-modal graph representation learning for urban living circle health profiling and prediction	22
Editorial Board	22
Temporal inductive path neural network for temporal knowledge graph reasoning	21
Editorial Board	21
From statistical relational to neurosymbolic artificial intelligence: A survey	21
Propositional and predicate logics of incomplete information	21
Automatically designing counterfactual regret minimization algorithms for solving imperfect-information games	20
Acquiring and modeling abstract commonsense knowledge via conceptualization	20
Integrating symbolic reasoning into neural generative models for design generation	20
Editorial Board	20
Editorial Board	20
Unsupervised sentence selection for creating a representative corpus in Turkish: An active learning approach	19
Sequential model-based diagnosis by systematic search	19
A multi-graph representation for event extraction	19
Atlas of AI – Book review	19
Is it possible to find the single nearest neighbor of a query in high dimensions?	19
Self-adjusting offspring population sizes outperform fixed parameters on the cliff function	18
On the disjunctive rational closure of a conditional knowledge base	18
Logical separability of labeled data examples under ontologies	18
Exploratory machine learning with unknown unknowns	18
Approximating problems in abstract argumentation with graph convolutional networks	17
Editorial Board	17
Lifted action models learning from partial traces	17
Abstracting situation calculus action theories	16
Emotional conversation generation with heterogeneous graph neural network	16
The notion of Abstraction in Ontology-based Data Management	16
Multi-view graph convolutional networks with attention mechanism	15
Functional Relation Field: A Model-Agnostic Framework for Multivariate Time Series Forecasting	15
An abstract and structured account of dialectical argument strength	15
Syntactic ASP forgetting with forks	15
Editorial Board	14
Temporal logic explanations for dynamic decision systems using anchors and Monte Carlo Tree Search	14
Gradient-based mixed planning with symbolic and numeric action parameters	14
A claim-centric perspective on abstract argumentation semantics: Claim-defeat, principles, and expressiveness	14

Committing to correlated strategies with multiple leaders	14
Privacy-preserving graph convolution network for federated item recommendation	13
Editorial Board	13
Logic Tensor Networks	13
Editorial Board	13
Reward-respecting subtasks for model-based reinforcement learning	12
Pessimistic value iteration for multi-task data sharing in Offline Reinforcement Learning	12
Corrigendum to “Learning constraints through partial queries” [Artificial Intelligence 319 (2023) 103896]	12
Coalitional permutation manipulations in the Gale-Shapley algorithm	12
Argus: Programming with communication protocols in a belief-desire-intention architecture	12
Risk-aware controller for autonomous vehicles using model-based collision prediction and reinforcement learning	12
Editorial Board	12
Safe, learning-based MPC for highway driving under lane-change uncertainty: A distributionally robust approach	12
Adversarial analysis of similarity-based sign prediction	11
(Re)Conceptualizing trustworthy AI: A foundation for change	11
Matching papers and reviewers at large conferences	11
The influence of dimensions on the complexity of computing decision trees	11
Reinforcement learning in convergently non-stationary environments: Feudal hierarchies and learned representations	11
Discrete preference games with logic-based agents: Formal framework, complexity, and islands of tractability	11
Investigating the properties of neural network representations in reinforcement learning	10
Optimizing the computation of overriding in DL<	10
Credulous acceptance in high-order argumentation frameworks with necessities: An incremental approach	10
A framework for step-wise explaining how to solve constraint satisfaction problems	10
Almost proportional allocations of indivisible chores: Computation, approximation and efficiency	10
On measuring inconsistency in graph databases with regular path constraints	10
Fine-tuning transformers: Vocabulary transfer	10
Adversarially robust unsupervised domain adaptation	10
Improved metric distortion via threshold approvals	10
On the design of truthful mechanisms for the capacitated facility location problem with two and more facilities	10
Editorial Board	10
DEED: DEep Evidential Doctor	10
Integrating multi-armed bandit with local search for MaxSAT	10
Maximum Likelihood Evidential Reasoning	10
Generative models for grid-based and image-based pathfinding	9
Search-engine-augmented dialogue response generation with cheaply supervised query production	9
Budget-feasible mechanisms for proportionally selecting agents from groups	9
Taking into account “who said what” in abstract argumentation: Complexity results	9
Evolving interpretable decision trees for reinforcement learning	9
The complexity of optimizing atomic congestion	9
A polynomial reduction of forks into logic programs	9
FedHM: Efficient federated learning for heterogeneous models via low-rank factorization	9
Bisimulation between base argumentation and premise-conclusion argumentation	8
Non-deterministic approximation fixpoint theory and its application in disjunctive logic programming	8
On the computation of mixed strategies for security games with general defending requirements	8
Saliency-aware regularized graph neural network	8
A tetrachotomy of ontology-mediated queries with a covering axiom	8
Multi resource allocation with partial preferences	8
Picking sequences and monotonicity in weighted fair division	8
Knowledge-based strategies for multi-agent teams playing against Nature	8
Learning a fast 3D spectral approach to object segmentation and tracking over space and time	8
Reward (Mis)design for autonomous driving	8
Sound and relatively complete belief Hoare logic for statistical hypothesis testing programs	8
Entropy estimation via uniformization	8
Integration of memory systems supporting non-symbolic representations in an architecture for lifelong development of artificial agents	8
Truthful aggregation of budget proposals with proportionality guarantees	8
Natural language watermarking via paraphraser-based lexical substitution	8
AI-driven transcriptome profile-guided hit molecule generation	8
Editorial Board	8
Sound and complete causal identification with latent variables given local background knowledge	7
A general framework for preferences in answer set programming	7
Online joint bid/daily budget optimization of Internet advertising campaigns	7
Hierarchical clustering optimizes the tradeoff between compositionality and expressivity of task structures for flexible reinforcement learning	7
Active legibility in multiagent reinforcement learning	7
Bayesian auctions with efficient queries	7
Data-informed knowledge and strategies	7
Class fairness in online matching	7
Relaxed core stability in hedonic games	7
Editorial Board	7
Privacy preserving solution of DCOPs by mediation	7
Adaptive large-neighbourhood search for optimisation in answer-set programming	7
A neurosymbolic cognitive architecture framework for handling novelties in open worlds	7