Publications

320 results for Neuro-symbolic AI

CogSys: Efficient and Scalable Neurosymbolic Cognition System via Algorithm-Hardware Co-Design
- - Zishen Wan
  - Hanchen Yang
  - et al.
- 2025
- HPCA 2025
Conference paper
Neural Reasoning Networks: Efficient interpretable neural networks with automatic textual explanations
- - Steve Carrow
  - Kyle Harper Erwin
  - et al.
- 2025
- AAAI 2025
Poster
Bridging the Gap Between AI Planning and Reinforcement Learning
- - Zlatan Ajanovi{\'c}
  - Timo Gros
  - et al.
- 2025
- AAAI 2025
Workshop
Concept-based Interpretable Deep Learning
- - Mateo Espinosa Zarlenga
  - Pietro Barbiero
- 2025
- AAAI 2025
Tutorial
UNIFIEDGT: Towards a Universal Framework of Transformers in Large-Scale Graph Learning
- - Lin Junhong
  - Xiaojie Guo
  - et al.
- 2024
- Big Data 2024
Conference paper
Prompting LLMs for Social Relation Reasoning via Greedy Segment Optimization
- - Wanhua Li
  - Zibin Meng
  - et al.
- 2024
- NeurIPS 2024
Conference paper
Abductive Reasoning in Logical Credal Networks
- - Radu Marinescu
  - Junkyu Lee
  - et al.
- 2024
- NeurIPS 2024
Conference paper
Compositional Communication with LLMs and Reasoning about Chemical Structures
- - Dmitry Zubarev
  - Sarath Swaminathan
- 2024
- NeurIPS 2024
Workshop paper
On the role of noise in factorizers for disentangling distributed representations
- - Kumudu Geethan Karunaratne
  - Michael Hersche
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
WikiCausal: Corpus and Evaluation Framework for Causal Knowledge Graph Construction
- - Oktie Hassanzadeh
- 2024
- ISWC 2024
Poster