Artificial Intelligence

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
Manipulation and peer mechanisms: A survey	47
Hyper-heuristics for personnel scheduling domains	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
No free lunch theorem for privacy-preserving LLM inference	39
The distortion of distributed metric social choice	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
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
End-to-end neural event coreference resolution	30
Editorial Board	29
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	28
The complexity landscape of claim-augmented argumentation frameworks	27
Learning optimal contracts with small action spaces	26
Spectral clustering with robust self-learning constraints	25
A complete classification of the complexity and rewritability of ontology-mediated queries based on the description logic	25
Editorial Board	22
Temporal inductive path neural network for temporal knowledge graph reasoning	22
Introduction to open-world AI	22
Editorial Board	21
Atlas of AI – Book review	21
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
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
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
Editorial Board	18
A multi-graph representation for event extraction	18
Exploratory machine learning with unknown unknowns	18
Logic Tensor Networks	17
Editorial Board	17
Editorial Board	17
Editorial Board	17
The notion of Abstraction in Ontology-based Data Management	16
Temporal logic explanations for dynamic decision systems using anchors and Monte Carlo Tree Search	16
Syntactic ASP forgetting with forks	16
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
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
Editorial Board	14

Corrigendum to “Learning constraints through partial queries” [Artificial Intelligence 319 (2023) 103896]	14
Multi-view graph convolutional networks with attention mechanism	14
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
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
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
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
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
Almost proportional allocations of indivisible chores: Computation, approximation and efficiency	11
Investigating the properties of neural network representations in reinforcement learning	11
Natural language watermarking via paraphraser-based lexical substitution	10
A polynomial reduction of forks into logic programs	10
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
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
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
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
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
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
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
A differentiable first-order rule learner for inductive logic programming	6
Abstraction for non-ground answer set programs	6
A counter abstraction technique for verifying properties of probabilistic swarm systems	6
A crossword solving system based on Monte Carlo tree search	6
Knowledge-based programs as building blocks for planning	6
Choice logics and their computational properties	6
Editorial Board	6
Editorial Board	6
Knowledge is power: Open-world knowledge representation learning for knowledge-based visual reasoning	6
IID prophet inequality with a single data point	6
VoCSK: Verb-oriented commonsense knowledge mining with taxonomy-guided induction	6
Treewidth-aware reductions of normal ASP to SAT – Is normal ASP harder than SAT after all?	6
A general multi-agent epistemic planner based on higher-order belief change	6
Neural large neighborhood search for routing problems	6

Logic Explained Networks	6
Analyzing generalized planning under nondeterminism	6
A note on incorrect inferences in non-binary qualitative probabilistic networks	6
Are the BERT family zero-shot learners? A study on their potential and limitations	6
Addressing maximization bias in reinforcement learning with two-sample testing	6
Advanced algorithms for abstract dialectical frameworks based on complexity analysis of subclasses and SAT solving	6
Negotiation strategies for agents with ordinal preferences: Theoretical analysis and human study	6
Lifted inference with tree axioms	6
Towards well-generalizing meta-learning via adversarial task augmentation	6
Characterising harmful data sources when constructing multi-fidelity surrogate models	6
EMOA*: A framework for search-based multi-objective path planning	6
Class fairness in online matching	6
Simple and efficient bi-objective search algorithms via fast dominance checks	5
A conflict-directed approach to chance-constrained mixed logical linear programming	5
Q-Learning-based model predictive variable impedance control for physical human-robot collaboration	5
Editorial Board	5
Editorial Board	5
Situated conditional reasoning	5
How to find a good explanation for clustering?	5
Risk-averse policy optimization via risk-neutral policy optimization	5
ICCMA 2023: 5th International Competition on Computational Models of Argumentation	5
On Pareto optimality in social distance games	5
Strategyproof Allocation Mechanisms with Endowments and M-convex Distributional Constraints	5
Toward personalized XAI: A case study in intelligent tutoring systems	5
A lightweight epistemic logic and its application to planning	5
Editorial Board	5
Bayesian feature interaction selection for factorization machines	5
Pre-training and diagnosing knowledge base completion models	5
GUBS criterion: Arbitrary trade-offs between cost and probability-to-goal in stochastic planning based on Expected Utility Theory	5
Counterfactuals as modal conditionals, and their probability	5
Inhomogeneous deep Q-network for time sensitive applications	5
Schelling games on graphs	5
DivGAN: A diversity enforcing generative adversarial network for mode collapse reduction	5
Syntactic reasoning with conditional probabilities in deductive argumentation	5
Using state abstractions to compute personalized contrastive explanations for AI agent behavior	5
A false sense of security	5
Reasoning about causality in games	5
Deep optimal transport for domain adaptation on SPD manifolds	5
TEAMSTER: Model-based reinforcement learning for ad hoc teamwork	4
TTVAE: Transformer-based generative modeling for tabular data generation	4
Hybrid planning for challenging construction problems: An Answer Set Programming approach	4
Learning infinite-word automata with loop-index queries	4
Editorial Board	4
Sample-based bounds for coherent risk measures: Applications to policy synthesis and verification	4
Probabilistic modelling of general noisy multi-manifold data sets	4
An improved approximation algorithm for maximin shares	4
Approximately EFX allocations for indivisible chores	4
An anytime algorithm for constrained stochastic shortest path problems with deterministic policies	4
Editorial Board	4
AutoSTG+: An automatic framework to discover the optimal network for spatio-temporal graph prediction	4
A stochastic process approach for multi-agent path finding with non-asymptotic performance guarantees	4
Explainable AI and stakes in medicine: A user study	4
Automated streamliner portfolios for constraint satisfaction problems	4
AI Journal Special Issue on Ethics for Autonomous Systems	4
Explain it as simple as possible, but no simpler – Explanation via model simplification for addressing inferential gap	4
Strategyproof mechanisms for Friends and Enemies Games	4
PathLAD+: Towards effective exact methods for subgraph isomorphism problem	4
Improved maximin guarantees for subadditive and fractionally subadditive fair allocation problem	4
Strategyproof Mechanism for Two-Sided Matching with Resource Allocation	4
Explainable acceptance in probabilistic and incomplete abstract argumentation frameworks	4
A domain-independent agent architecture for adaptive operation in evolving open worlds	4
A simple yet effective self-debiasing framework for transformer models	4
LMMS reloaded: Transformer-based sense embeddings for disambiguation and beyond	4
Probabilistic reach-avoid for Bayesian neural networks	4
An extended view on lifting Gaussian Bayesian networks	4
Fair and efficient allocation with few agent types, few item types, or small value levels	4
Axiomatic characterization of PageRank	4
Conflict-tolerant and conflict-free multi-agent meeting	4
Controlled query evaluation in description logics through consistent query answering	4
Memory-limited model-based diagnosis	4
ASP and subset minimality: Enumeration, cautious reasoning and MUSes	4
Revision operators with compact representations	3
Propositional proof systems based on maximum satisfiability	3
Finding the optimal exploration-exploitation trade-off online through Bayesian risk estimation and minimization	3
Dual-track spatio-temporal learning for urban flow prediction with adaptive normalization	3
A simple proof-theoretic characterization of stable models: Reduction to difference logic and experiments	3
On trivalent logics, probabilistic weak deduction theorems, and a general import-export principle	3
Grounded predictions of teamwork as a one-shot game: A multiagent multi-armed bandits approach	3
A budget-limited mechanism for category-aware crowdsourcing of multiple-choice tasks	3
Answers set programs for non-transferable utility games: Expressiveness, complexity and applications	3
Iterative genetic improvement: Scaling stochastic program synthesis	3
Width-based search for multi agent privacy-preserving planning	3
An abstraction-refinement framework for verifying strategic properties in multi-agent systems with imperfect information	3
Rethinking formal models of partially observable multiagent decision making	3
Control complexity in Borda elections: Solving all open cases of offline control and some cases of online control	3
G-LIME: Statistical learning for local interpretations of deep neural network	3
Priority inheritance with backtracking for iterative multi-agent path finding	3
Generalized planning as heuristic search: A new planning search-space that leverages pointers over objects	3
Solving Projected Model Counting by Utilizing Treewidth and its Limits	3
Task-guided IRL in POMDPs that scales	3
Certifiably robust interpretation via Rényi differential privacy	3
Globalizing constraint models	3
Editorial Board	3
Explaining individual predictions when features are dependent: More accurate approximations to Shapley values	3
Overlapping communities and roles in networks with node attributes: Probabilistic graphical modeling, Bayesian formulation and variational inference	3