Linyi Li

SoK: Certified Robustness for Deep Neural Networks

Linyi Li, Tao Xie, Bo Li · 2023 · 109 citations

Computing, Autonomous Systems, Computer Science +16

TSS: Transformation-Specific Smoothing for Robustness Certification

Linyi Li, Maurice Weber, Xiaojun Xu et al. · 2021 · 21 citations

Computing, Computer Science, Machine Learning +12

TRS: Transferability Reduced Ensemble via Promoting Gradient Diversity and Model Smoothness

Zhuolin Yang, Linyi Li, Xiaojun Xu et al. · Neural Information Processing Systems · 2021 · 16 citations

Computing, Data Science, Machine Learning +10

A Model-Based Framework for Cloud API Testing

Junyi Wang, Xiaoying Bai, Linyi Li et al. · 2017 · 14 citations

Computing, Cloud Computing, Computer Science +17

Robustra: Training Provable Robust Neural Networks over Reference Adversarial Space

Linyi Li, Zexuan Zhong, Bo Li et al. · 2019 · 13 citations · Full text

Computing, Computer Science, Computer Security +9