Reviewed

Tracking # Title Status Responsible editor
983-2015 A Survey of Neurosymbolic Answer Set Programming Accept Luc De Raedt
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)
967-1997 NeSyCat: A Monad-Based Categorical Semanticsof the Neurosymbolic ULLER Framework Accept Guest Editors NeSy 2025
966-1995 A Neurosymbolic Benchmark for Temporal Knowledge-Graph Memory in Partially Observable Environments Major Revision Guest Editors Benchmarks 2026
962-1991 Neurosymbolic Architectures for Algorithmic Fairness Minor Revision Guest Editors Trustworthy Regulated
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
958-1985 A Mathematical Framework and a Suite of Learning Techniques for Neural-Symbolic Systems Minor Revision Benedikt Wagner
956-1983 Neuro-Symbolic Architectures: Formalizing, Extending, Evaluating, and Empowering Generative AI Accept Guest Editors NeSy 2025
953-1980 Neurosymbolic Theory Revision through Predicate Invention Major Revision Federico Bianchi
952-1979 Empirical Analysis of Chain-of-Thought and Solver-Augmented Large Language Models for Deductive Reasoning Accept Guest Editors Trustworthy Regulated
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
948-1972 ReasonX: Declarative Reasoning on Explanations Major Revision Guest Editors X-NeSy
946-1970 Integrating Neurosymbolic Systems in Advanced Product Design: A Comprehensive Review Minor Revision Raghava Mutharaju
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

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