Publications

77 results for Songtao Lu

Meta-D²AG: Causal Graph Learning with Interventional Dynamic Data
- - Tian Gao
  - Songtao Lu
  - et al.
- 2025
- NeurIPS 2025
Optimality and NP-Hardness of Transformers in Learning Markovian Dynamical Functions
- - Yanna Ding
  - Songtao Lu
  - et al.
- 2025
- NeurIPS 2025
Q-function Decomposition with Intervention Semantics for Factored Action Spaces
- - Junkyu Lee
  - Tian Gao
  - et al.
- 2025
- AISTATS 2025
Training Nonlinear Transformers for Chain-of-Thought Inference: A Theoretical Generalization Analysis
- - Hongkang Li
  - Songtao Lu
  - et al.
- 2025
- ICLR 2025
Epigraph Based Multilevel Optimization (EMO) for Enhancing Chain-of-Thought Reasoning Capabilities
- - Songtao Lu
  - Yanna Ding
  - et al.
- 2025
- ICASSP 2025
Q-function Decomposition with Intervention Semantics for Factored Action Spaces
- - Junkyu Lee
  - Tian Gao
  - et al.
- 2025
- AAAI 2025
Byzantine-Robust Decentralized Federated Learning
- - Minghong Fang
  - Zifan Zhang
  - et al.
- 2024
- CCS 2024
M2 ASR: Multilingual Multi-task Automatic Speech Recognition via Multi-objective Optimization
- - A Saif
  - Lisha Chen
  - et al.
- 2024
- INTERSPEECH 2024
Federated Neuro-Symbolic Learning
- - Pengwei Xing
  - Songtao Lu
  - et al.
- 2024
- ICML 2024
FADAS: Towards Federated Adaptive Asynchronous Optimization
- - Yujia Wang
  - Shiqiang Wang
  - et al.
- 2024
- ICML 2024