Under Review

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

Tracking # Title Updated Comments
922-1942 Algorithmic ersatz for VSA: Towards macroscopic simulation of Vector Symbolic Architecture 13/Feb/2026 0
864-1871 A Mathematical Framework and a Suite of Learning Techniques for Neural-Symbolic Systems 13/Feb/2026 0
886-1896 mULLER: A Modular Monad-Based Semantics of the Neurosymbolic ULLER Framework 13/Feb/2026 0
923-1943 Metrizable symbolic data structure for ill-defined problem solving 12/Feb/2026 0
931-1953 Neurosymbolic Inference, Reasoning and Proving in Propositional Logic: A Survey 11/Feb/2026 0
927-1949 Temporal Neuro-Symbolic Reasoning: from architectures to verifiable and auditable systems 11/Feb/2026 0
937-1960 A Survey on Neuro-Symbolic Auditing: A Framework for Verification, Traceability, and Correction in High-Stakes AI 10/Feb/2026 0
932-1955 Sound and Complete Neurosymbolic Reasoning with LLM-Grounded Interpretations 10/Feb/2026 0
933-1956 A survey of neurosymbolic artificial intelligence: foundations, advances, and future trajectories 10/Feb/2026 0
916-1934 Tensor Logic: The Language of AI 10/Feb/2026 0
926-1948 A Neurosymbolic Approach to Counterfactual Fairness 10/Feb/2026 0
925-1947 Graph Neural Network based Hierarchy-Aware Embeddings of Knowledge Graphs: Applications to Yeast Phenotype Prediction 05/Feb/2026 0
911-1927 Neuro-Symbolic Architectures: Formalizing, Extending, Evaluating, and Empowering Generative AI 03/Feb/2026 0
914-1931 Gestalt Vision: A Dataset for Evaluating Gestalt Principles in Visual Perception 30/Jan/2026 0
920-1940 Metatuning: An Empirical Study of Judge-Guided Prompt Refinement and Its Boundary Conditions 28/Jan/2026 0
915-1933 Neuro-LENS: a neuro-symbolic framework integrating incomplete background knowledge and deep learning 27/Jan/2026 0
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