Publications

319 results for Neuro-symbolic AI

Scaling LLM Planning: NL2FLOW for Parametric Problem Generation and Rigorous Evaluation
- - Jung koo Kang
- 2025
- NeurIPS 2025
Workshop paper
Specifying exact circuit algorithms in universal transformers
- - Taku Ito
  - Ruchir Puri
  - et al.
- 2025
- NeurIPS 2025
Workshop paper
Hamiltonian Monte Carlo with asymmetrical momentum distributions
- - Soumyadip Ghosh
  - Yingdong Lu
  - et al.
- 2025
- Physica D: Nonlinear Phenomena
Paper
A Zero-Shot Neuro-Symbolic Approach for Complex Knowledge Graph Question Answering
- - Prerna Agarwal
  - Srikanta Bedathur
- 2025
- EMNLP 2025
Paper
Can Large Reasoning Models do Analogical Reasoning under Perceptual Uncertainty?
- - Giacomo Camposampiero
  - Michael Hersche
  - et al.
- 2025
- NeSy 2025
Conference paper
Conceptual Diagnostics for Knowledge Graphs and Large Language Models
- - Rosario Uceda-Sosa
  - Maria Chang
  - et al.
- 2025
- ACL 2025
Conference paper
NGQA: A Nutritional Graph Question Answering Benchmark for Personalized Health-aware Nutritional Reasoning
- - Zheyuan Zhang
  - Yiyang Li
  - et al.
- 2025
- ACL 2025
Conference paper
Epigraph Based Multilevel Optimization (EMO) for Enhancing Chain-of-Thought Reasoning Capabilities
- - Songtao Lu
  - Yanna Ding
  - et al.
- 2025
- ICASSP 2025
Conference paper
On Representations of Mean-Field Variational Inference
- - Soumyadip Ghosh
  - Yingdong Lu
  - et al.
- 2025
- Journal of Applied Analysis
Paper
CogSys: Efficient and Scalable Neurosymbolic Cognition System via Algorithm-Hardware Co-Design
- - Zishen Wan
  - Hanchen Yang
  - et al.
- 2025
- HPCA 2025
Conference paper