Publications

312 results for Neuro-symbolic AI

Deferring Concept Bottleneck Models: Learning to Defer Interventions to Inaccurate Experts
- - Andrea Pugnana
  - Riccardo Massidda
  - et al.
- 2025
- NeurIPS 2025
Meta-D²AG: Causal Graph Learning with Interventional Dynamic Data
- - Tian Gao
  - Songtao Lu
  - et al.
- 2025
- NeurIPS 2025
Learn more about our Neuro-symbolic AI work
Causally Reliable Concept Bottleneck Models
- - Giovanni De Felice
  - Arianna Casanova Flores
  - et al.
- 2025
- NeurIPS 2025
I-RAVEN-X: Benchmarking Generalization and Robustness of Analogical and Mathematical Reasoning in Large Language and Reasoning Models
- - Giacomo Camposampiero
  - Michael Hersche
  - et al.
- 2025
- NeurIPS 2025
Specifying exact circuit algorithms in universal transformers
- - Taku Ito
  - Ruchir Puri
  - et al.
- 2025
- NeurIPS 2025
Scaling LLM Planning: NL2FLOW for Parametric Problem Generation and Rigorous Evaluation
- - Jung koo Kang
- 2025
- NeurIPS 2025
A Zero-Shot Neuro-Symbolic Approach for Complex Knowledge Graph Question Answering
- - Prerna Agarwal
  - Srikanta Bedathur
- 2025
- EMNLP 2025
Hamiltonian Monte Carlo with Asymmetrical Momentum Distributions
- - Soumyadip Ghosh
  - Yingdong Lu
  - et al.
- 2025
- Physica D: Nonlinear Phenomena
Can Large Reasoning Models do Analogical Reasoning under Perceptual Uncertainty?
- - Giacomo Camposampiero
  - Michael Hersche
  - et al.
- 2025
- NeSy 2025
Conceptual Diagnostics for Knowledge Graphs and Large Language Models
- - Rosario Uceda-Sosa
  - Maria Chang
  - et al.
- 2025
- ACL 2025