Artificial Intelligence

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
Mitigating robust overfitting via self-residual-calibration regularization	65
Iterative voting with partial preferences	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
Manipulation and peer mechanisms: A survey	34
Defense coordination in security games: Equilibrium analysis and mechanism design	34
SensorSCAN: Self-supervised learning and deep clustering for fault diagnosis in chemical processes	32
Accurate parameter estimation for safety-critical systems with unmodeled dynamics	28

Hyper-heuristics for personnel scheduling domains	28
Multi-objective reinforcement learning for provably incentivising alignment with value systems	27
GoSafeOpt: Scalable safe exploration for global optimization of dynamical systems	27
Editorial Board	26
The complexity landscape of claim-augmented argumentation frameworks	26
Editorial Board	25
A complete classification of the complexity and rewritability of ontology-mediated queries based on the description logic	25
Editorial Board	24
Editorial Board	22
Corrigendum to “Accurate parameter estimation for safety-critical systems with unmodeled dynamics” [Artif. Intell. 316 (2023) 103857]	22
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
Spectral clustering with robust self-learning constraints	21
CureGraph: Contrastive multi-modal graph representation learning for urban living circle health profiling and prediction	20
Introduction to open-world AI	19
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
CBS-Budget (CBSB): A complete and bounded suboptimal search for multi-agent path finding	18
From statistical relational to neurosymbolic artificial intelligence: A survey	18
Editorial Board	17
Editorial Board	17
Is it possible to find the single nearest neighbor of a query in high dimensions?	16
Atlas of AI – Book review	16
Unsupervised sentence selection for creating a representative corpus in Turkish: An active learning approach	16
Editorial Board	16
A multi-graph representation for event extraction	15
Acquiring and modeling abstract commonsense knowledge via conceptualization	15
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
Lifted action models learning from partial traces	14
Approximating problems in abstract argumentation with graph convolutional networks	14
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
Exploratory machine learning with unknown unknowns	13
Gradient-based mixed planning with symbolic and numeric action parameters	13
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
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
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
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
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
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
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
(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
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
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
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
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
A general framework for preferences in answer set programming	6
A neurosymbolic cognitive architecture framework for handling novelties in open worlds	6
Data-informed knowledge and strategies	6
Editorial Board	6
Knowledge is power: Open-world knowledge representation learning for knowledge-based visual reasoning	6
Domain-independent dynamic programming	6
Active legibility in multiagent reinforcement learning	6
OBDDs, SDDs, and circuits of bounded width: Completeness matters	6
Hierarchical clustering optimizes the tradeoff between compositionality and expressivity of task structures for flexible reinforcement learning	6
Sound and complete causal identification with latent variables given local background knowledge	6
A theory of synaptic neural balance: From local to global order	6
Local-MIP: Efficient local search for mixed integer programming	6
Are the BERT family zero-shot learners? A study on their potential and limitations	6
Non-deterministic approximation fixpoint theory and its application in disjunctive logic programming	6
Relaxed core stability in hedonic games	6
Adaptive large-neighbourhood search for optimisation in answer-set programming	6
A differentiable first-order rule learner for inductive logic programming	6
Addressing maximization bias in reinforcement learning with two-sample testing	6
Bridging theory and practice in bidirectional heuristic search with front-to-end consistent heuristics	6
Class fairness in online matching	6
On Pareto optimality in social distance games	5

Editorial Board	5
Strategyproof Allocation Mechanisms with Endowments and M-convex Distributional Constraints	5
Negotiation strategies for agents with ordinal preferences: Theoretical analysis and human study	5
Editorial Board	5
Editorial Board	5
A note on incorrect inferences in non-binary qualitative probabilistic networks	5
Towards well-generalizing meta-learning via adversarial task augmentation	5
EMOA*: A framework for search-based multi-objective path planning	5
Inhomogeneous deep Q-network for time sensitive applications	5
Syntactic reasoning with conditional probabilities in deductive argumentation	5
Editorial Board	5
VoCSK: Verb-oriented commonsense knowledge mining with taxonomy-guided induction	5
Analyzing generalized planning under nondeterminism	5
Neural large neighborhood search for routing problems	5
Characterising harmful data sources when constructing multi-fidelity surrogate models	5
Choice logics and their computational properties	5
A conflict-directed approach to chance-constrained mixed logical linear programming	5
Lifted inference with tree axioms	5
A crossword solving system based on Monte Carlo tree search	5
Logic Explained Networks	5
Federated neural nonparametric point processes	5
Minimax off-policy evaluation and learning with subgaussian and differentiable importance weighting	5
Advanced algorithms for abstract dialectical frameworks based on complexity analysis of subclasses and SAT solving	5
IID prophet inequality with a single data point	5
Editorial Board	5
Approximate Multi-Objective Search	5
Editorial Board	5
Editorial Board	4
Probabilistic reach-avoid for Bayesian neural networks	4
Reasoning about causality in games	4
Hybrid planning for challenging construction problems: An Answer Set Programming approach	4
Learning infinite-word automata with loop-index queries	4
Deep optimal transport for domain adaptation on SPD manifolds	4
Efficient constraint generation for stochastic shortest path problems	4
Editorial Board	4
Q-Learning-based model predictive variable impedance control for physical human-robot collaboration	4
Learngene: Inheritable “genes” in intelligent agents	4
Auction Design with Ex Post ROI Constraints	4
Learning semi-parametric tree models from mixed data	4
TEAMSTER: Model-based reinforcement learning for ad hoc teamwork	4
A stochastic process approach for multi-agent path finding with non-asymptotic performance guarantees	4
Editorial Board	4
GUBS criterion: Arbitrary trade-offs between cost and probability-to-goal in stochastic planning based on Expected Utility Theory	4
DivGAN: A diversity enforcing generative adversarial network for mode collapse reduction	4
Risk-averse policy optimization via risk-neutral policy optimization	4
NT-FAN: A simple yet effective noise-tolerant few-shot adaptation network	4
Pre-training and diagnosing knowledge base completion models	4
How to find a good explanation for clustering?	4
A false sense of security	4
A domain-independent agent architecture for adaptive operation in evolving open worlds	4
Situated conditional reasoning	4
ICCMA 2023: 5th International Competition on Computational Models of Argumentation	4
Simple and efficient bi-objective search algorithms via fast dominance checks	4
Counterfactuals as modal conditionals, and their probability	4
Explainable AI and stakes in medicine: A user study	3
ASP and subset minimality: Enumeration, cautious reasoning and MUSes	3
An extended view on lifting Gaussian Bayesian networks	3
Solving Projected Model Counting by Utilizing Treewidth and its Limits	3
Task-guided IRL in POMDPs that scales	3
Iterative genetic improvement: Scaling stochastic program synthesis	3
PathLAD+: Towards effective exact methods for subgraph isomorphism problem	3
Arc-consistency with linear programming reduced costs (applied to stable set in chordal graphs)	3
An anytime algorithm for constrained stochastic shortest path problems with deterministic policies	3
AutoSTG+: An automatic framework to discover the optimal network for spatio-temporal graph prediction	3
TTVAE: Transformer-based generative modeling for tabular data generation	3
Approximately EFX allocations for indivisible chores	3
Explain it as simple as possible, but no simpler – Explanation via model simplification for addressing inferential gap	3
Revision operators with compact representations	3
Probabilistically robust counterfactual explanations under model changes	3
Social behavior as a key to learning-based multi-agent pathfinding dilemmas	3
Axiomatic characterization of PageRank	3
Conflict-tolerant and conflict-free multi-agent meeting	3
Editorial Board	3
Improved maximin guarantees for subadditive and fractionally subadditive fair allocation problem	3
A simple yet effective self-debiasing framework for transformer models	3
Factored-reward bandits with intermediate observations: Regret minimization and best arm identification	3
Sample-based bounds for coherent risk measures: Applications to policy synthesis and verification	3
Strategyproof Mechanism for Two-Sided Matching with Resource Allocation	3
Width-based search for multi agent privacy-preserving planning	3
Learning spatio-temporal dynamics on mobility networks for adaptation to open-world events	3
Fair and efficient allocation with few agent types, few item types, or small value levels	3
Controlled query evaluation in description logics through consistent query answering	3
Automated streamliner portfolios for constraint satisfaction problems	3
Editorial Board	3
Interpreting capsule networks for image classification by routing path visualization	3
Explainable acceptance in probabilistic and incomplete abstract argumentation frameworks	3
Recursive reasoning-based training-time adversarial machine learning	2
Centralized training with hybrid execution in multi-agent reinforcement learning via predictive observation imputation	2
Online learning of energy consumption for navigation of electric vehicles	2
Editorial Board	2
Multi-objective meta-learning	2
Parameterized complexity of envy-free resource allocation in social networks	2
Result diversification by multi-objective evolutionary algorithms with theoretical guarantees	2
Editorial Board	2
The distortion of distributed facility location	2