Reviewed

Tracking # Title Status Responsible editor
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
951-1977 Neuro-Symbolic methods for Trustworthy AI: a systematic review with a focus on interpretability Accept Guest Editors Trustworthy Neurosymbolic AI 2024
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
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
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
915-1933 Neuro-LENS: a neuro-symbolic framework integrating incomplete background knowledge and deep learning Minor Revision Guest Editors NeSy 2025
914-1931 Gestalt Vision: A Dataset for Evaluating Gestalt Principles in Visual Perception Minor Revision Guest Editors NeSy 2025
912-1929 NSORN: Designing a Benchmark Dataset for Neurosymbolic Ontology Reasoning with Noise Minor Revision Guest Editors Neurosymbolic AI and Ontologies 2024
911-1927 Neuro-Symbolic Architectures: Formalizing, Extending, Evaluating, and Empowering Generative AI Minor Revision Guest Editors NeSy 2025
909-1925 Knowledge Graphs and Explainable AI for Drug Repurposing on Rare Diseases Accept Catia Pesquita
908-1923 KEA Explain: A Neurosymbolic Framework for Explaining LLM Hallucinations Accept Guest Editors NeSy 2025
905-1919 Trustworthy Knowledge Base Embeddings: A Foundational Study of Box Semantics Minor Revision Guest Editors NeSy 2025
904-1918 Experiments in Graph Structure and Knowledge Graph Embeddings Accept Guest Editors NeSy 2024

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