Publications

11 results for Tian Gao

Meta-D²AG: Causal Graph Learning with Interventional Dynamic Data
- - Tian Gao
  - Songtao Lu
  - et al.
- 2025
- NeurIPS 2025
Representation Similarity Reveals Implicit Layer Grouping in Neural Networks
- - Tian Gao
  - Amit Dhurandhar
  - et al.
- 2025
- NeurIPS 2025
Q-function Decomposition with Intervention Semantics for Factored Action Spaces
- - Junkyu Lee
  - Tian Gao
  - et al.
- 2025
- AAAI 2025
Nonlocal Attention Operator: Materializing Hidden Knowledge Towards Interpretable Physics Discovery
- - Yue Yu
  - Ning Liu
  - et al.
- 2024
- NeurIPS 2024
DAGs with No Curl: An Efficient DAG Structure Learning Approach
- - Yue Yu
  - Tian Gao
  - et al.
- 2021
- ICML 2021
Integer Programming for Causal Structure Learning in the Presence of Latent Variables
- - Rui Chen
  - Sanjeeb Dash
  - et al.
- 2021
- ICML 2021
Ordinal Historical Dependence in Graphical Event Models with Tree Representations
- - Debarun Bhattacharjya
  - Tian Gao
  - et al.
- 2021
- AAAI 2021
Type-augmented Relation Prediction in Knowledge Graphs
- - Zijun Cui
  - Pavan Kapanipathi
  - et al.
- 2021
- AAAI 2021
DAGs with No Fears: A Closer Look at Continuous Optimization for Learning Bayesian Networks
- - Dennis Wei
  - Tian Gao
  - et al.
- 2020
- NeurIPS 2020
Structure Discovery in (Causal) Proximal Graphical Event Models
- - Debarun Bhattacharjya
  - Karthikeyan Shanmugam
  - et al.
- 2020
- NeurIPS 2020