Publications

75 results for Songtao Lu

INTERACT: Achieving Low Sample and Communication Complexities in Decentralized Bilevel Learning over Networks
- - Zhuqing Liu
  - Xin Zhang
  - et al.
- 2022
- MobiHoc 2022
An Efficient Learning Framework for Federated XGBoost Using Secret Sharing and Distributed Optimization
- - Lunchen Xie
  - Jiaqi Liu
  - et al.
- 2022
- ACM TIST
Overcoming Catastrophic Forgetting via Direction-Constrained Optimization
- - Yunfei Teng
  - Anna Choromanska
  - et al.
- 2022
- ECML PKDD 2022
Distributed Adversarial Training to Robustify Deep Neural Networks at Scale
- - Gaoyuan Zhang
  - Songtao Lu
  - et al.
- 2022
- UAI 2022
Learning to Generate Image Source-Agnostic Universal Adversarial Perturbations
- - Pu Zhao
  - Parikshit Ram
  - et al.
- 2022
- IJCAI 2022
A Single-Loop Gradient Descent and Perturbed Ascent Algorithm for Nonconvex Functional Constrained Optimization
- - Songtao Lu
- 2022
- ICML 2022
Zeroth-Order Optimization for Composite Problems with Functional Constraints
- - Zichong Li
  - Pin-Yu Chen
  - et al.
- 2022
- AAAI 2022
Adversarial Examples Can Be Effective Data Augmentation for Unsupervised Machine Learning
- - Chia-Yi Hsu
  - Pin-Yu Chen
  - et al.
- 2022
- AAAI 2022
Optimal Discrete Constellation Inputs for Aggregated LiFi-WiFi Networks
- - Shuai Ma
  - Fan Zhang
  - et al.
- 2022
- IEEE TWC
Decentralized Bilevel Optimization for Personalized Client Learning
- - Songtao Lu
  - Xiaodong Cui
  - et al.
- 2022
- ICASSP 2022