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 2021-06-01 to 2025-06-01.)

Article	Citations
Online learning in sequential Bayesian persuasion: Handling unknown priors	397
Diagnosis of intermittent faults in Multi-Agent Systems: An SFL approach	368
Knowledge-driven profile dynamics	337
Planning-based knowing how: A unified approach	277
Primarily about primaries	173
Polynomial combined first-order rewritings for linear and guarded existential rules	134
Drawing a map of elections	119
Mitigating robust overfitting via self-residual-calibration regularization	98
Ballooning multi-armed bandits	86
Iterative voting with partial preferences	80
A computational model of Ostrom's Institutional Analysis and Development framework	72
Transfer learning for collaborative recommendation with biased and unbiased data	70
“That's (not) the output I expected!” On the role of end user expectations in creating explanations of AI systems	68
Risk-averse autonomous systems: A brief history and recent developments from the perspective of optimal control	65
Epistemic planning: Perspectives on the special issue	63
Manipulation and peer mechanisms: A survey	57
Defense coordination in security games: Equilibrium analysis and mechanism design	50
An α-regret analysis of adversarial bilateral trade	49
Hyper-heuristics for personnel scheduling domains	47
SensorSCAN: Self-supervised learning and deep clustering for fault diagnosis in chemical processes	46
The distortion of distributed metric social choice	44
Accurate parameter estimation for safety-critical systems with unmodeled dynamics	42
Learning MAX-SAT from contextual examples for combinatorial optimisation	39
An efficient algorithm for counting Markov equivalent DAGs	39
(1+1) genetic programming with functionally complete instruction sets can evolve Boolean conjunctions and disjunctions with arbitrarily small error	38

Fair allocation of indivisible goods: Beyond additive valuations	37
No free lunch theorem for privacy-preserving LLM inference	37
Reward is enough	33
CureGraph: Contrastive multi-modal graph representation learning for urban living circle health profiling and prediction	33
GoSafeOpt: Scalable safe exploration for global optimization of dynamical systems	33
End-to-end neural event coreference resolution	32
Certified reinforcement learning with logic guidance	32
Propositional and predicate logics of incomplete information	32
Editorial Board	30
Corrigendum to “Accurate parameter estimation for safety-critical systems with unmodeled dynamics” [Artif. Intell. 316 (2023) 103857]	30
Approximate weighted model integration on DNF structures	30
Editorial Board	28
Editorial Board	28
The complexity landscape of claim-augmented argumentation frameworks	27
Editorial Board	27
A complete classification of the complexity and rewritability of ontology-mediated queries based on the description logic	26
From statistical relational to neurosymbolic artificial intelligence: A survey	25
Acceptance in incomplete argumentation frameworks	25
Spectral clustering with robust self-learning constraints	24
Temporal inductive path neural network for temporal knowledge graph reasoning	24
Counterfactual state explanations for reinforcement learning agents via generative deep learning	23
Exploratory machine learning with unknown unknowns	22
Lifted action models learning from partial traces	22
Editorial Board	21
Editorial Board	20
Atlas of AI – Book review	20
Editorial Board	20
Logical separability of labeled data examples under ontologies	19
A multi-graph representation for event extraction	19
Automatically designing counterfactual regret minimization algorithms for solving imperfect-information games	19
Integrating symbolic reasoning into neural generative models for design generation	19
Self-adjusting offspring population sizes outperform fixed parameters on the cliff function	19
Acquiring and modeling abstract commonsense knowledge via conceptualization	18
Is it possible to find the single nearest neighbor of a query in high dimensions?	18
Sequential model-based diagnosis by systematic search	18
Editorial Board	17
Editorial Board	17
Approximating problems in abstract argumentation with graph convolutional networks	17
Editorial Board	16
Temporal logic explanations for dynamic decision systems using anchors and Monte Carlo Tree Search	16
Editorial Board	16
Syntactic ASP forgetting with forks	16
Commonsense visual sensemaking for autonomous driving – On generalised neurosymbolic online abduction integrating vision and semantics	15
The notion of Abstraction in Ontology-based Data Management	15
A claim-centric perspective on abstract argumentation semantics: Claim-defeat, principles, and expressiveness	15
Functional Relation Field: A Model-Agnostic Framework for Multivariate Time Series Forecasting	14
Committing to correlated strategies with multiple leaders	14
An abstract and structured account of dialectical argument strength	14
Logic Tensor Networks	14
Multi-view graph convolutional networks with attention mechanism	14

Gradient-based mixed planning with symbolic and numeric action parameters	14
Emotional conversation generation with heterogeneous graph neural network	14
Reward-respecting subtasks for model-based reinforcement learning	13
Editorial Board	13
Safe, learning-based MPC for highway driving under lane-change uncertainty: A distributionally robust approach	13
Corrigendum to “Learning constraints through partial queries” [Artificial Intelligence 319 (2023) 103896]	13
New width parameters for SAT and #SAT	13
Coalitional permutation manipulations in the Gale-Shapley algorithm	12
Privacy-preserving graph convolution network for federated item recommendation	12
Pessimistic value iteration for multi-task data sharing in Offline Reinforcement Learning	12
(Re)Conceptualizing trustworthy AI: A foundation for change	11
Investigating the properties of neural network representations in reinforcement learning	11
Discrete preference games with logic-based agents: Formal framework, complexity, and islands of tractability	11
The influence of dimensions on the complexity of computing decision trees	11
Risk-aware controller for autonomous vehicles using model-based collision prediction and reinforcement learning	11
On measuring inconsistency in graph databases with regular path constraints	11
Almost proportional allocations of indivisible chores: Computation, approximation and efficiency	11
DEED: DEep Evidential Doctor	11
Editorial Board	11
Adversarial analysis of similarity-based sign prediction	11
Optimizing the computation of overriding in DL<	11
Fine-tuning transformers: Vocabulary transfer	11
Maximum Likelihood Evidential Reasoning	10
Credulous acceptance in high-order argumentation frameworks with necessities: An incremental approach	10
Improved metric distortion via threshold approvals	10
On the computation of mixed strategies for security games with general defending requirements	10
Truthful aggregation of budget proposals with proportionality guarantees	10
Matching papers and reviewers at large conferences	10
Using ontologies to enhance human understandability of global post-hoc explanations of black-box models	10
Taking into account “who said what” in abstract argumentation: Complexity results	10
A framework for step-wise explaining how to solve constraint satisfaction problems	9
A polynomial reduction of forks into logic programs	9
Learning a fast 3D spectral approach to object segmentation and tracking over space and time	9
Generative models for grid-based and image-based pathfinding	9
The complexity of optimizing atomic congestion	9
Algorithms and conditional lower bounds for planning problems	9
Saliency-aware regularized graph neural network	9
Integrating multi-armed bandit with local search for MaxSAT	9
Natural language watermarking via paraphraser-based lexical substitution	9
Sound and relatively complete belief Hoare logic for statistical hypothesis testing programs	9
AI-driven transcriptome profile-guided hit molecule generation	8
Search-engine-augmented dialogue response generation with cheaply supervised query production	8
A tetrachotomy of ontology-mediated queries with a covering axiom	8
Evolving interpretable decision trees for reinforcement learning	8
Budget-feasible mechanisms for proportionally selecting agents from groups	8
Multi resource allocation with partial preferences	8
Reward (Mis)design for autonomous driving	8
Argumentative explanations for interactive recommendations	8
A general framework for preferences in answer set programming	7
Hierarchical clustering optimizes the tradeoff between compositionality and expressivity of task structures for flexible reinforcement learning	7
Editorial Board	7
Bisimulation between base argumentation and premise-conclusion argumentation	7
Editorial Board	7
A neurosymbolic cognitive architecture framework for handling novelties in open worlds	7
Editorial Board	7
Picking sequences and monotonicity in weighted fair division	7
Knowledge-based strategies for multi-agent teams playing against Nature	7
Non-deterministic approximation fixpoint theory and its application in disjunctive logic programming	7
Data-informed knowledge and strategies	7
Online joint bid/daily budget optimization of Internet advertising campaigns	7
Neural probabilistic logic programming in DeepProbLog	7
Acyclic orders, partition schemes and CSPs: Unified hardness proofs and improved algorithms	7
Entropy estimation via uniformization	7
Adaptive large-neighbourhood search for optimisation in answer-set programming	7