Under Review

This page lists all submissions to Neurosymbolic Artificial Intelligences, which are under review.

Tracking # Title Updated Comments
948-1972 ReasonX: Declarative Reasoning on Explanations 06/Jun/2026 0
942-1965 Neuro-symbolic AI for Predictive Maintenance (PdM) - review and recommendations 06/Jun/2026 0
964-1993 GRAIL: Autonomous Concept Grounding for Neuro-Symbolic Reinforcement Learning 06/Jun/2026 0
979-2009 Mapping the Neuro-Symbolic Landscape: A Formal, Unified Framework for Design and Comparison 06/Jun/2026 0
981-2012 A survey of neurosymbolic artificial intelligence: foundations, advances, and future trajectories 06/Jun/2026 0
937-1960 A Survey on Neuro-Symbolic Auditing: A Framework for Verification, Traceability, and Correction in High-Stakes AI 06/Jun/2026 0
938-1961 Differentiable Logic Synthesis: Spectral Coefficient Selection via Sinkhorn-Constrained Composition 05/Jun/2026 0
953-1980 Neurosymbolic Theory Revision through Predicate Invention 05/Jun/2026 0
966-1995 A Neurosymbolic Benchmark for Temporal Knowledge-Graph Memory in Partially Observable Environments 05/Jun/2026 0
982-2014 Temporal Neuro-Symbolic Reasoning: from architectures to verifiable and auditable systems 05/Jun/2026 0
931-1953 Neurosymbolic Inference, Reasoning and Proving in Propositional Logic: A Survey 04/Jun/2026 0
952-1979 Empirical Analysis of Chain-of-Thought and Solver-Augmented Large Language Models for Deductive Reasoning 04/Jun/2026 0
962-1991 Neurosymbolic Architectures for Algorithmic Fairness 04/Jun/2026 0
946-1970 Integrating Neurosymbolic Systems in Advanced Product Design: A Comprehensive Review 03/Jun/2026 0
958-1985 A Mathematical Framework and a Suite of Learning Techniques for Neural-Symbolic Systems 02/Jun/2026 0
950-1975 A Scoping Review of Neurosymbolic Reasoning over Ontologies and Knowledge Graphs: Datasets, Evaluation Practices, and Open Challenges 31/May/2026 0
969-1999 Neuro-Symbolic Relation Extraction in Agglutinative Languages: A Morphology-Aware Graph-Based Framework 26/May/2026 0
967-1997 NeSyCat: A Monad-Based Categorical Semanticsof the Neurosymbolic ULLER Framework 25/May/2026 0
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