I-RAVEN-X: Benchmarking Generalization and Robustness of Analogical and Mathematical Reasoning in Large Language and Reasoning Models
- 2025
- NeurIPS 2025
Workshop paper
Publications
318 results for Neuro-symbolic AI
Hamiltonian Monte Carlo with asymmetrical momentum distributions
- Soumyadip Ghosh
- Yingdong Lu
- et al.
- 2025
- Physica D: Nonlinear Phenomena
PaperA Zero-Shot Neuro-Symbolic Approach for Complex Knowledge Graph Question Answering
- Prerna Agarwal
- Srikanta Bedathur
- 2025
- EMNLP 2025
PaperCan Large Reasoning Models do Analogical Reasoning under Perceptual Uncertainty?
- Giacomo Camposampiero
- Michael Hersche
- et al.
- 2025
- NeSy 2025
Conference paperConceptual Diagnostics for Knowledge Graphs and Large Language Models
- Rosario Uceda-Sosa
- Maria Chang
- et al.
- 2025
- ACL 2025
Conference paperNGQA: A Nutritional Graph Question Answering Benchmark for Personalized Health-aware Nutritional Reasoning
- Zheyuan Zhang
- Yiyang Li
- et al.
- 2025
- ACL 2025
Conference paperEpigraph Based Multilevel Optimization (EMO) for Enhancing Chain-of-Thought Reasoning Capabilities
- Songtao Lu
- Yanna Ding
- et al.
- 2025
- ICASSP 2025
Conference paperOn Representations of Mean-Field Variational Inference
- Soumyadip Ghosh
- Yingdong Lu
- et al.
- 2025
- Journal of Applied Analysis
PaperCogSys: Efficient and Scalable Neurosymbolic Cognition System via Algorithm-Hardware Co-Design
- Zishen Wan
- Hanchen Yang
- et al.
- 2025
- HPCA 2025
Conference paperNeural Reasoning Networks: Efficient interpretable neural networks with automatic textual explanations
- Steve Carrow
- Kyle Harper Erwin
- et al.
- 2025
- AAAI 2025
Poster