Sijia Liu

Sensor Selection for Estimation with Correlated Measurement Noise

Sijia Liu, Sundeep Prabhakar Chepuri, Makan Fardad et al. · IEEE Transactions on Signal Processing · 2016 · 194 citations · Full text

Engineering, Decision Sciences, Information Theory +16

Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning

Tianlong Chen, Sijia Liu, Shiyu Chang et al. · 2020 · 183 citations

Computing, Computer Science, Computer Vision +15

A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning: Principals, Recent Advances, and Applications

Sijia Liu, Pin‐Yu Chen, Bhavya Kailkhura et al. · IEEE Signal Processing Magazine · 2020 · 176 citations

Computing, Computer Science, Mathematics +17

On the Convergence of A Class of Adam-Type Algorithms for Non-Convex\n Optimization

Xiangyi Chen, Sijia Liu, Ruoyu Sun et al. · arXiv (Cornell University) · 2018 · 117 citations · Full text

Computing, Computer Science, Mathematics +17

On the Convergence of A Class of Adam-Type Algorithms for Non-Convex Optimization

Xiangyi Chen, Sijia Liu, Ruoyu Sun et al. · arXiv (Cornell University) · 2018 · 95 citations · Full text

Computing, Computer Science, Mathematics +17