Zeroth-Order Machine Learning: Fundamental Principles and Emerging Applications in Foundation Models
- Sijia Liu
- Tianlong Chen
- et al.
- 2024
- AAAI 2024
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27 results for Sijia Liu
Visual Prompting for Adversarial Robustness
- Aochuan Chen
- Peter Lorenz
- et al.
- 2023
- ICASSP 2023
Rate-improved Inexact Augmented Lagrangian Method for Constrained Nonconvex Optimization
- Zichong Li
- Pin-Yu Chen
- et al.
- 2021
- AISTATS 2021
Advancing the Robustness of Large Language Models through Self-Denoised Smoothing
- Jiabao Ji
- Bairu Hou
- et al.
- 2024
- NAACL 2024
Machine Unlearning in Computer Vision: Foundations and Applications
- Sijia Liu
- Yang Liu
- et al.
- 2024
- CVPR 2024
Zeroth-Order Machine Learning: Fundamental Principles and Emerging Applications in Foundation Models
- Sijia Liu
- Zhangyang Wang
- et al.
- 2024
- ICASSP 2024
How Does Promoting the Minority Fraction Affect Generalization? A Theoretical Study of One-hidden-layer Neural Network on Group Imbalance
- Hongkang Li
- Shuai Zhang
- et al.
- 2024
- Ieee Journal Of Selected Topics In Signal Processing