Low-rank matrix recovery in poisson noise. - Yang Cao 013; Yao Xie 002 (GlobalSIP, 2014)

Multi-sensor gradual change detection. - Yang Cao 013; Yao Xie 002 (Allerton, 2015)

Categorical matrix completion. - Yang Cao 013; Yao Xie 002 (CAMSAP, 2015)

Poisson matrix completion. - Yang Cao 013; Yao Xie 002 (ISIT, 2015)

Online seismic event picking via sequential change-point detection. - Shuang Li 002; Yang Cao 013; Christina Leamon; Yao Xie 002; Lei Shi 014; Wen-Zhan Song 001 (Allerton, 2016)

Poisson Matrix Recovery and Completion. - Yang Cao 013; Yao Xie 002 (IEEE Trans. Signal Process., 2016)

Robust sequential change-point detection by convex optimization. - Yang Cao 013; Yao Xie 002 (ISIT, 2017)

Near-optimality of sequential joint detection and estimation via online mirror descent. - Yang Cao 013; Yao Xie 002; Huan Xu (CoRR, 2017)

Nearly second-order optimality of online joint detection and estimation via one-sample update schemes. - Yang Cao 013; Liyan Xie; Yao Xie 002; Huan Xu (AISTATS, 2018)

Sequential Adaptive Detection for In-Situ Transmission Electron Microscopy (TEM). - Yang Cao 013; Shixiang Zhu; Yao Xie 002; Jordan Key; Josh Kacher; Raymond R. Unocic; Christopher M. Rouleau (ICASSP, 2018)

Multi-sensor slope change detection. - Yang Cao 013; Yao Xie 002; Nagi Gebraeel (Ann. Oper. Res., 2018)

Nearly Optimal Adaptive Procedure for Piecewise-Stationary Bandit: a Change-Point Detection Approach. - Yang Cao 013; Zheng Wen; Branislav Kveton; Yao Xie 002 (CoRR, 2018)

Sequential Change-Point Detection via Online Convex Optimization. - Yang Cao 013; Liyan Xie; Yao Xie 002; Huan Xu (Entropy, 2018)

Poisson Matrix Completion and Change-Point Detection. - Yang Cao 013 (2018)

Nearly Optimal Adaptive Procedure with Change Detection for Piecewise-Stationary Bandit. - Yang Cao 013; Zheng Wen; Branislav Kveton; Yao Xie 002 (AISTATS, 2019)

Sketching for sequential change-point detection. - Yang Cao 013; Andrew Thompson 001; Meng Wang; Yao Xie 002 (EURASIP J. Adv. Signal Process., 2019)