Under Review

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

Tracking # Title Updated Comments
966-1995 A Neurosymbolic Benchmark for Temporal Knowledge-Graph Memory in Partially Observable Environments 22/May/2026 0
950-1975 A Scoping Review of Neurosymbolic Reasoning over Ontologies and Knowledge Graphs: Datasets, Evaluation Practices, and Open Challenges 22/May/2026 0
962-1991 Neurosymbolic Architectures for Algorithmic Fairness 22/May/2026 0
931-1953 Neurosymbolic Inference, Reasoning and Proving in Propositional Logic: A Survey 22/May/2026 0
937-1960 A Survey on Neuro-Symbolic Auditing: A Framework for Verification, Traceability, and Correction in High-Stakes AI 21/May/2026 0
964-1993 GRAIL: Autonomous Concept Grounding for Neuro-Symbolic Reinforcement Learning 20/May/2026 0
942-1965 Neuro-symbolic AI for Predictive Maintenance (PdM) - review and recommendations 19/May/2026 0
938-1961 Differentiable Logic Synthesis: Spectral Coefficient Selection via Sinkhorn-Constrained Composition 18/May/2026 0
925-1947 Graph Neural Network based Hierarchy-Aware Embeddings of Knowledge Graphs: Applications to Yeast Phenotype Prediction 18/May/2026 0
953-1980 Neurosymbolic Theory Revision through Predicate Invention 18/May/2026 0
948-1972 ReasonX: Declarative Reasoning on Explanations 17/May/2026 0
969-1999 Neuro-Symbolic Relation Extraction in Agglutinative Languages: A Morphology-Aware Graph-Based Framework 14/May/2026 0
946-1970 Integrating Neurosymbolic Systems in Advanced Product Design: A Comprehensive Review 14/May/2026 0
967-1997 NeSyCat: A Monad-Based Categorical Semanticsof the Neurosymbolic ULLER Framework 28/Apr/2026 0
952-1979 Empirical Analysis of Chain-of-Thought and Solver-Augmented Large Language Models for Deductive Reasoning 27/Apr/2026 0
958-1985 A Mathematical Framework and a Suite of Learning Techniques for Neural-Symbolic Systems 23/Apr/2026 0
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