Publications

75 results for Songtao Lu

Meta-Dag: Meta Causal Discovery Via Bilevel Optimization
- - Songtao Lu
  - Tian Gao
- 2023
- ICASSP 2023
Joint Edge-Model Sparse Learning is Provably Efficient for Graph Neural Networks
- - Shuai Zhang
  - Meng Weng
  - et al.
- 2023
- ICLR 2023
Min-Max Multi-objective Bilevel Optimization with Applications in Robust Machine Learning
- - Alex Gu
  - Songtao Lu
  - et al.
- 2023
- ICLR 2023
Distributed Offline Policy Optimization Over Batch Data
- - Han Shen
  - Songtao Lu
  - et al.
- 2023
- AISTATS 2023
Time Domain Reflectometry Waveform Interpretation With Convolutional Neural Networks
- - Zhuangji Wang
  - Shan Hua
  - et al.
- 2023
- Water Resources Research
Conditional Moment Alignment for Improved Generalization in Federated Learning
- - Jayanth Regatti
  - Songtao Lu
  - et al.
- 2022
- NeurIPS 2022
Understanding Benign Overfitting in Gradient-based Meta Learning
- - Lisha Chen
  - Songtao Lu
  - et al.
- 2022
- NeurIPS 2022
A Stochastic Linearized Augmented Lagrangian Method for Decentralized Bilevel Optimization
- - Songtao Lu
  - Siliang Zeng
  - et al.
- 2022
- NeurIPS 2022
A Text-based Safety Benchmark for Reinforcement Learning Problems
- - Ngoc Lan Hoang
  - Nicolas Galichet
  - et al.
- 2022
- NeurIPS 2022
Robust Multi-objective Bilevel Optimization With Applications In Machine Learning
- - Alex Gu
  - Songtao Lu
  - et al.
- 2022
- INFORMS 2022