Under Review

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

Tracking # Title Updated Comments
960-1987 Gestalt Vision: A Dataset for Evaluating Gestalt Principles in Visual Perception 10/Apr/2026 0
953-1980 Neurosymbolic Theory Revision through Predicate Invention 10/Apr/2026 0
950-1975 A Scoping Review of Neurosymbolic Reasoning over Ontologies and Knowledge Graphs: Datasets, Evaluation Practices, and Open Challenges 10/Apr/2026 0
927-1949 Temporal Neuro-Symbolic Reasoning: from architectures to verifiable and auditable systems 10/Apr/2026 0
948-1972 ReasonX: Declarative Reasoning on Explanations 10/Apr/2026 0
916-1934 Tensor Logic: The Language of AI 09/Apr/2026 0
942-1965 Neuro-symbolic AI for Predictive Maintenance (PdM) - review and recommendations 08/Apr/2026 0
956-1983 Neuro-Symbolic Architectures: Formalizing, Extending, Evaluating, and Empowering Generative AI 08/Apr/2026 0
933-1956 A survey of neurosymbolic artificial intelligence: foundations, advances, and future trajectories 08/Apr/2026 0
946-1970 Integrating Neurosymbolic Systems in Advanced Product Design: A Comprehensive Review 07/Apr/2026 0
931-1953 Neurosymbolic Inference, Reasoning and Proving in Propositional Logic: A Survey 07/Apr/2026 0
949-1973 A Survey of Neurosymbolic Answer Set Programming 07/Apr/2026 0
943-1967 NSORN: Designing a Benchmark Dataset for Neurosymbolic Ontology Reasoning with Noise 06/Apr/2026 0
937-1960 A Survey on Neuro-Symbolic Auditing: A Framework for Verification, Traceability, and Correction in High-Stakes AI 06/Apr/2026 0
952-1979 Empirical Analysis of Chain-of-Thought and Solver-Augmented Large Language Models for Deductive Reasoning 05/Apr/2026 0
958-1985 A Mathematical Framework and a Suite of Learning Techniques for Neural-Symbolic Systems 05/Apr/2026 0
962-1991 Neurosymbolic Architectures for Algorithmic Fairness 05/Apr/2026 0
925-1947 Graph Neural Network based Hierarchy-Aware Embeddings of Knowledge Graphs: Applications to Yeast Phenotype Prediction 03/Apr/2026 0
938-1961 Differentiable Logic Synthesis: Spectral Coefficient Selection via Sinkhorn-Constrained Composition 03/Apr/2026 0
923-1943 Metrizable symbolic data structure for ill-defined problem solving 02/Apr/2026 0
959-1986 Trustworthy Knowledge Base Embeddings: A Foundational Study of Box Semantics 29/Mar/2026 0
961-1989 Neuro-LENS: a neuro-symbolic framework integrating incomplete background knowledge and deep learning 29/Mar/2026 0
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