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

Article	Citations
Online learning in sequential Bayesian persuasion: Handling unknown priors	307
Knowledge-driven profile dynamics	195
Drawing a map of elections	168
A computational model of Ostrom's Institutional Analysis and Development framework	144
Iterative voting with partial preferences	89
Diagnosis of intermittent faults in Multi-Agent Systems: An SFL approach	86
Polynomial combined first-order rewritings for linear and guarded existential rules	84
Mitigating robust overfitting via self-residual-calibration regularization	82
Transfer learning for collaborative recommendation with biased and unbiased data	75
Primarily about primaries	69
Manipulation and peer mechanisms: A survey	56
An α-regret analysis of adversarial bilateral trade	56
Hyper-heuristics for personnel scheduling domains	53
GoSafeOpt: Scalable safe exploration for global optimization of dynamical systems	52
Risk-averse autonomous systems: A brief history and recent developments from the perspective of optimal control	51
Fair allocation of indivisible goods: Beyond additive valuations	51
Defense coordination in security games: Equilibrium analysis and mechanism design	50
Learning MAX-SAT from contextual examples for combinatorial optimisation	50
The distortion of distributed metric social choice	45
Weighted EF1 allocations for indivisible chores	40
Estimating possible causal effects with latent variables via adjustment and novel rule orientation	40
No free lunch theorem for privacy-preserving LLM inference	40
Epistemic planning: Perspectives on the special issue	37
An efficient algorithm for counting Markov equivalent DAGs	36
(1+1) genetic programming with functionally complete instruction sets can evolve Boolean conjunctions and disjunctions with arbitrarily small error	36

Accurate parameter estimation for safety-critical systems with unmodeled dynamics	35
SensorSCAN: Self-supervised learning and deep clustering for fault diagnosis in chemical processes	34
CBS-Budget (CBSB): A complete and bounded suboptimal search for multi-agent path finding	32
Reward is enough	32
Certified reinforcement learning with logic guidance	31
The complexity landscape of claim-augmented argumentation frameworks	31
Editorial Board	30
Propositional and predicate logics of incomplete information	30
Approximate weighted model integration on DNF structures	30
Editorial Board	29
Spectral clustering with robust self-learning constraints	27
Introduction to open-world AI	25
Corrigendum to “Accurate parameter estimation for safety-critical systems with unmodeled dynamics” [Artif. Intell. 316 (2023) 103857]	25
A complete classification of the complexity and rewritability of ontology-mediated queries based on the description logic	25
Editorial Board	23
Learning optimal contracts with small action spaces	22
From statistical relational to neurosymbolic artificial intelligence: A survey	22
End-to-end neural event coreference resolution	22
Editorial Board	22
Temporal inductive path neural network for temporal knowledge graph reasoning	22
Editorial Board	21
CureGraph: Contrastive multi-modal graph representation learning for urban living circle health profiling and prediction	21
Editorial Board	21
Exploratory machine learning with unknown unknowns	20
Atlas of AI – Book review	20
Sequential model-based diagnosis by systematic search	20
Editorial Board	20
Logical separability of labeled data examples under ontologies	19
Lifted action models learning from partial traces	19
Acquiring and modeling abstract commonsense knowledge via conceptualization	19
Integrating symbolic reasoning into neural generative models for design generation	19
Is it possible to find the single nearest neighbor of a query in high dimensions?	18
A multi-graph representation for event extraction	18
Automatically designing counterfactual regret minimization algorithms for solving imperfect-information games	18
Editorial Board	17
Approximating problems in abstract argumentation with graph convolutional networks	17
Self-adjusting offspring population sizes outperform fixed parameters on the cliff function	17
Editorial Board	16
Syntactic ASP forgetting with forks	16
Editorial Board	16
A claim-centric perspective on abstract argumentation semantics: Claim-defeat, principles, and expressiveness	16
Functional Relation Field: A Model-Agnostic Framework for Multivariate Time Series Forecasting	16
Temporal logic explanations for dynamic decision systems using anchors and Monte Carlo Tree Search	16
Gradient-based mixed planning with symbolic and numeric action parameters	15
An abstract and structured account of dialectical argument strength	15
Committing to correlated strategies with multiple leaders	15
Emotional conversation generation with heterogeneous graph neural network	15
Editorial Board	15
The notion of Abstraction in Ontology-based Data Management	15
Logic Tensor Networks	14

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