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 2021-08-01 to 2025-08-01.)

Article	Citations
Online learning in sequential Bayesian persuasion: Handling unknown priors	433
Diagnosis of intermittent faults in Multi-Agent Systems: An SFL approach	357
Knowledge-driven profile dynamics	290
Primarily about primaries	187
Polynomial combined first-order rewritings for linear and guarded existential rules	152
Transfer learning for collaborative recommendation with biased and unbiased data	132
Drawing a map of elections	111
Mitigating robust overfitting via self-residual-calibration regularization	84
Iterative voting with partial preferences	78
A computational model of Ostrom's Institutional Analysis and Development framework	76
“That's (not) the output I expected!” On the role of end user expectations in creating explanations of AI systems	74
An α-regret analysis of adversarial bilateral trade	67
Accurate parameter estimation for safety-critical systems with unmodeled dynamics	62
Learning MAX-SAT from contextual examples for combinatorial optimisation	52
An efficient algorithm for counting Markov equivalent DAGs	52
(1+1) genetic programming with functionally complete instruction sets can evolve Boolean conjunctions and disjunctions with arbitrarily small error	50
Hyper-heuristics for personnel scheduling domains	47
Manipulation and peer mechanisms: A survey	47
SensorSCAN: Self-supervised learning and deep clustering for fault diagnosis in chemical processes	45
Fair allocation of indivisible goods: Beyond additive valuations	44
GoSafeOpt: Scalable safe exploration for global optimization of dynamical systems	42
Defense coordination in security games: Equilibrium analysis and mechanism design	40
The distortion of distributed metric social choice	39
No free lunch theorem for privacy-preserving LLM inference	39
Risk-averse autonomous systems: A brief history and recent developments from the perspective of optimal control	38

Epistemic planning: Perspectives on the special issue	37
Reward is enough	36
CureGraph: Contrastive multi-modal graph representation learning for urban living circle health profiling and prediction	34
Certified reinforcement learning with logic guidance	33
End-to-end neural event coreference resolution	30
From statistical relational to neurosymbolic artificial intelligence: A survey	30
Propositional and predicate logics of incomplete information	30
Approximate weighted model integration on DNF structures	30
Editorial Board	29
Editorial Board	29
Corrigendum to “Accurate parameter estimation for safety-critical systems with unmodeled dynamics” [Artif. Intell. 316 (2023) 103857]	29
Editorial Board	29
Editorial Board	28
The complexity landscape of claim-augmented argumentation frameworks	27
Learning optimal contracts with small action spaces	26
A complete classification of the complexity and rewritability of ontology-mediated queries based on the description logic	25
Spectral clustering with robust self-learning constraints	25
Temporal inductive path neural network for temporal knowledge graph reasoning	22
Introduction to open-world AI	22
Editorial Board	22
Editorial Board	21
Atlas of AI – Book review	21
Logical separability of labeled data examples under ontologies	20
Automatically designing counterfactual regret minimization algorithms for solving imperfect-information games	20
Acquiring and modeling abstract commonsense knowledge via conceptualization	20
Self-adjusting offspring population sizes outperform fixed parameters on the cliff function	20
Editorial Board	20
Integrating symbolic reasoning into neural generative models for design generation	20
Sequential model-based diagnosis by systematic search	20
Lifted action models learning from partial traces	20
Approximating problems in abstract argumentation with graph convolutional networks	19
Is it possible to find the single nearest neighbor of a query in high dimensions?	19
Exploratory machine learning with unknown unknowns	18
Editorial Board	18
A multi-graph representation for event extraction	18
Editorial Board	17
Editorial Board	17
Logic Tensor Networks	17
Editorial Board	17
Temporal logic explanations for dynamic decision systems using anchors and Monte Carlo Tree Search	16
Syntactic ASP forgetting with forks	16
The notion of Abstraction in Ontology-based Data Management	16
Emotional conversation generation with heterogeneous graph neural network	15
Gradient-based mixed planning with symbolic and numeric action parameters	15
A claim-centric perspective on abstract argumentation semantics: Claim-defeat, principles, and expressiveness	15
An abstract and structured account of dialectical argument strength	15
Committing to correlated strategies with multiple leaders	15
Functional Relation Field: A Model-Agnostic Framework for Multivariate Time Series Forecasting	15
Commonsense visual sensemaking for autonomous driving – On generalised neurosymbolic online abduction integrating vision and semantics	15
Corrigendum to “Learning constraints through partial queries” [Artificial Intelligence 319 (2023) 103896]	14

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