Joint Edge-Model Sparse Learning is Provably Efficient for Graph Neural Networks
- Shuai Zhang
- Meng Weng
- et al.
- 2023
- ICLR 2023
Publications
Date
Featured collections
Popular topics
74 results for Songtao Lu
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
A Stochastic Linearized Augmented Lagrangian Method for Decentralized Bilevel Optimization
- Songtao Lu
- Siliang Zeng
- et al.
- 2022
- NeurIPS 2022
Understanding Benign Overfitting in Gradient-based Meta Learning
- Lisha Chen
- Songtao Lu
- 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
INTERACT: Achieving Low Sample and Communication Complexities in Decentralized Bilevel Learning over Networks
- Zhuqing Liu
- Xin Zhang
- et al.
- 2022
- MobiHoc 2022