Zhongzhu Chen

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Convex Relaxation

Diffusion Models

Maximum Entropy

Top Venues

USENIX Security Symposium

Publications

Yiquan Li, Zhongzhu Chen, Kun Jin, Jiongxiao Wang, Bo Li, Chaowei Xiao
Consistency Purification: Effective and Efficient Diffusion Purification towards Certified Robustness. CoRR (2024)
Kun Jin, Tongxin Yin, Zhongzhu Chen, Zeyu Sun, Xueru Zhang, Yang Liu, Mingyan Liu
Performative Federated Learning: A Solution to Model-Dependent and Heterogeneous Distribution Shifts. AAAI (2024)
Zhongzhu Chen, Marcia Fampa, Jon Lee
Technical Note - Masking Anstreicher's linx Bound for Improved Entropy Bounds. Oper. Res. 72 (2) (2024)
Jiawei Zhang, Zhongzhu Chen, Huan Zhang, Chaowei Xiao, Bo Li
DiffSmooth: Certifiably Robust Learning via Diffusion Models and Local Smoothing. CoRR (2023)
Kun Jin, Tongxin Yin, Zhongzhu Chen, Zeyu Sun, Xueru Zhang, Yang Liu, Mingyan Liu
Performative Federated Learning: A Solution to Model-Dependent and Heterogeneous Distribution Shifts. CoRR (2023)
Zhongzhu Chen, Marcia Fampa, Jon Lee
On Computing with Some Convex Relaxations for the Maximum-Entropy Sampling Problem. INFORMS J. Comput. 35 (2) (2023)
Jiawei Zhang, Zhongzhu Chen, Huan Zhang, Chaowei Xiao, Bo Li
DiffSmooth: Certifiably Robust Learning via Diffusion Models and Local Smoothing. USENIX Security Symposium (2023)
Zhongzhu Chen, Marcia Fampa, Jon Lee
Generalized Scaling for the Constrained Maximum-Entropy Sampling Problem. ACDA (2023)
Chaowei Xiao, Zhongzhu Chen, Kun Jin, Jiongxiao Wang, Weili Nie, Mingyan Liu, Anima Anandkumar, Bo Li, Dawn Song
DensePure: Understanding Diffusion Models for Adversarial Robustness. ICLR (2023)
Chaowei Xiao, Zhongzhu Chen, Kun Jin, Jiongxiao Wang, Weili Nie, Mingyan Liu, Anima Anandkumar, Bo Li, Dawn Song
DensePure: Understanding Diffusion Models towards Adversarial Robustness. CoRR (2022)
Zhongzhu Chen, Marcia Fampa, Amélie Lambert, Jon Lee
Mixing convex-optimization bounds for maximum-entropy sampling. Math. Program. 188 (2) (2021)