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 21/Mar/2026 0
950-1975 A Scoping Review of Neurosymbolic Reasoning over Ontologies and Knowledge Graphs: Datasets, Evaluation Practices, and Open Challenges 21/Mar/2026 0
946-1970 Integrating Neurosymbolic Systems in Advanced Product Design: A Comprehensive Review 20/Mar/2026 0
931-1953 Neurosymbolic Inference, Reasoning and Proving in Propositional Logic: A Survey 20/Mar/2026 0
932-1955 Sound and Complete Neurosymbolic Reasoning with LLM-Grounded Interpretations 19/Mar/2026 0
923-1943 Metrizable symbolic data structure for ill-defined problem solving 19/Mar/2026 0
949-1973 A Survey of Neurosymbolic Answer Set Programming 18/Mar/2026 0
916-1934 Tensor Logic: The Language of AI 18/Mar/2026 0
951-1977 Neuro-Symbolic methods for Trustworthy AI: a systematic review with a focus on interpretability 18/Mar/2026 0
922-1942 Algorithmic ersatz for VSA: Towards macroscopic simulation of Vector Symbolic Architecture 17/Mar/2026 0
942-1965 Neuro-symbolic AI for Predictive Maintenance (PdM) - review and recommendations 17/Mar/2026 0
933-1956 A survey of neurosymbolic artificial intelligence: foundations, advances, and future trajectories 17/Mar/2026 0
937-1960 A Survey on Neuro-Symbolic Auditing: A Framework for Verification, Traceability, and Correction in High-Stakes AI 17/Mar/2026 0
925-1947 Graph Neural Network based Hierarchy-Aware Embeddings of Knowledge Graphs: Applications to Yeast Phenotype Prediction 16/Mar/2026 0
938-1961 Differentiable Logic Synthesis: Spectral Coefficient Selection via Sinkhorn-Constrained Composition 16/Mar/2026 0
927-1949 Temporal Neuro-Symbolic Reasoning: from architectures to verifiable and auditable systems 04/Mar/2026 0
943-1967 NSORN: Designing a Benchmark Dataset for Neurosymbolic Ontology Reasoning with Noise 16/Feb/2026 0
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