Under Review

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

Tracking # Title Updated Comments
931-1953 Neurosymbolic Inference, Reasoning and Proving in Propositional Logic: A Survey 01/Mar/2026 0
916-1934 Tensor Logic: The Language of AI 28/Feb/2026 0
942-1965 Neuro-symbolic AI for Predictive Maintenance (PdM) - review and recommendations 27/Feb/2026 0
933-1956 A survey of neurosymbolic artificial intelligence: foundations, advances, and future trajectories 27/Feb/2026 0
911-1927 Neuro-Symbolic Architectures: Formalizing, Extending, Evaluating, and Empowering Generative AI 27/Feb/2026 0
937-1960 A Survey on Neuro-Symbolic Auditing: A Framework for Verification, Traceability, and Correction in High-Stakes AI 27/Feb/2026 0
927-1949 Temporal Neuro-Symbolic Reasoning: from architectures to verifiable and auditable systems 27/Feb/2026 0
945-1969 Robust Long-Context Multilingual Retrieval and Reasoning Enabled by Combined Neural and Symbolic Techniques 27/Feb/2026 0
946-1970 Integrating Neurosymbolic Systems in Advanced Product Design: A Comprehensive Review 27/Feb/2026 0
886-1896 mULLER: A Modular Monad-Based Semantics of the Neurosymbolic ULLER Framework 26/Feb/2026 0
914-1931 Gestalt Vision: A Dataset for Evaluating Gestalt Principles in Visual Perception 25/Feb/2026 0
915-1933 Neuro-LENS: a neuro-symbolic framework integrating incomplete background knowledge and deep learning 25/Feb/2026 0
922-1942 Algorithmic ersatz for VSA: Towards macroscopic simulation of Vector Symbolic Architecture 24/Feb/2026 0
925-1947 Graph Neural Network based Hierarchy-Aware Embeddings of Knowledge Graphs: Applications to Yeast Phenotype Prediction 23/Feb/2026 0
923-1943 Metrizable symbolic data structure for ill-defined problem solving 21/Feb/2026 0
932-1955 Sound and Complete Neurosymbolic Reasoning with LLM-Grounded Interpretations 19/Feb/2026 0
926-1948 A Neurosymbolic Approach to Counterfactual Fairness 19/Feb/2026 0
943-1967 NSORN: Designing a Benchmark Dataset for Neurosymbolic Ontology Reasoning with Noise 16/Feb/2026 0
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