Reviewed

Tracking # Title Status Responsible editor
975-2005 Logically Constrained Latent Geometry: Entailment-Modulated Metric Preconditioning and Sherman-Morrison Matrix-Free Retraction Reject (Pre-Screening)
972-2002 Learning While Reasoning: Pattern-Based Crystallization and the Gap-Detect-Crystallize-Retrieve Loop for Neurosymbolic AI Reject (Pre-Screening)
961-1989 Neuro-LENS: a neuro-symbolic framework integrating incomplete background knowledge and deep learning Accept Guest Editors NeSy 2025
960-1987 Gestalt Vision: A Dataset for Evaluating Gestalt Principles in Visual Perception Accept Guest Editors NeSy 2025
959-1986 Trustworthy Knowledge Base Embeddings: A Foundational Study of Box Semantics Accept Guest Editors NeSy 2025
956-1983 Neuro-Symbolic Architectures: Formalizing, Extending, Evaluating, and Empowering Generative AI Accept Guest Editors NeSy 2025
951-1977 Neuro-Symbolic methods for Trustworthy AI: a systematic review with a focus on interpretability Accept Guest Editors Trustworthy Neurosymbolic AI 2024
949-1973 A Survey of Neurosymbolic Answer Set Programming Minor Revision Luc De Raedt
945-1969 Robust Long-Context Multilingual Retrieval and Reasoning Enabled by Combined Neural and Symbolic Techniques Accept Guest Editors NeSy 2025
943-1967 NSORN: Designing a Benchmark Dataset for Neurosymbolic Ontology Reasoning with Noise Accept Guest Editors Neurosymbolic AI and Ontologies 2024
940-1963 Neuro-symbolic AI for Predictive Maintenance (PdM) - review and recommendations. Reject (Pre-Screening)
939-1962 Neuro-symbolic AI for Predictive Maintenance (PdM) - review and recommendations. Reject (Pre-Screening)
936-1959 A Neuro-Symbolic Architecture for Inducing Epistemic Agency and System-2 Reasoning in Quantized Large Language Models Reject (Pre-Screening)
935-1958 A Survey on Neuro-Symbolic Auditing: A Framework for Verification, Traceability, and Correction in High-Stakes AI Reject (Pre-Screening)
934-1957 A Survey on Neuro-Symbolic Auditing: A Framework for Verification, Traceability, and Correction in High-Stakes AI Reject (Pre-Screening)
933-1956 A survey of neurosymbolic artificial intelligence: foundations, advances, and future trajectories Major Revision Pascal Hitzler
932-1955 Sound and Complete Neurosymbolic Reasoning with LLM-Grounded Interpretations Accept Guest Editors NeSy 2025
930-1952 Neurosymbolic Inference, Reasoning and Proving in Propositional Logic: A Survey Reject (Pre-Screening)
929-1951 Neuro-symbolic AI for Predictive Maintenance (PdM) - review and recommendations. Reject (Pre-Screening)
928-1950 Neuro-symbolic AI for Predictive Maintenance (PdM) - review and recommendations. Reject (Pre-Screening) Pascal Hitzler
927-1949 Temporal Neuro-Symbolic Reasoning: from architectures to verifiable and auditable systems Major Revision Artur Garcez
926-1948 A Neurosymbolic Approach to Counterfactual Fairness Accept Guest Editors NeSy 2025
924-1945 Neuro-Symbolic Frameworks: Conceptual Characterization and Empirical Comparative Analysis Accept Guest Editors NeSy 2025
923-1943 Metrizable symbolic data structure for ill-defined problem solving Reject Dagmar Gromann
922-1942 Algorithmic ersatz for VSA: Towards macroscopic simulation of Vector Symbolic Architecture Accept Alessandro Oltramari
920-1940 Metatuning: An Empirical Study of Judge-Guided Prompt Refinement and Its Boundary Conditions Accept Guest Editors NeSy 2025
917-1935 Robust Long-Context Multilingual Retrieval and Reasoning Enabled by Combined Neural and Symbolic Techniques Minor Revision Guest Editors NeSy 2025
916-1934 Tensor Logic: The Language of AI Reject Pasquale Minervini
915-1933 Neuro-LENS: a neuro-symbolic framework integrating incomplete background knowledge and deep learning Minor Revision Guest Editors NeSy 2025

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