TendencyRL: Multi-stage Discriminative Hints for Efficient Goal-Oriented Reverse Curriculum Learning. - Chen Wang 033; Junfeng Ding; Xiangyu Chen; Zelin Ye; Jialu Wang; Ziruo Cai; Cewu Lu (IROS, 2019)

Approximate Primal-Dual Fixed-Point based Langevin Algorithms for Non-smooth Convex Potentials. - Ziruo Cai; Jinglai Li; Xiaoqun Zhang (CoRR, 2023)

NF-ULA: Langevin Monte Carlo with Normalizing Flow Prior for Imaging Inverse Problems. - Ziruo Cai; Junqi Tang; Subhadip Mukherjee; Jinglai Li; Carola-Bibiane Schönlieb; Xiaoqun Zhang (CoRR, 2023)

NF-ULA: Normalizing Flow-Based Unadjusted Langevin Algorithm for Imaging Inverse Problems. - Ziruo Cai; Junqi Tang; Subhadip Mukherjee; Jinglai Li; Carola-Bibiane Schönlieb; Xiaoqun Zhang (SIAM J. Imaging Sci., 2024)

Unsupervised Training of Convex Regularizers using Maximum Likelihood Estimation. - Hong Ye Tan; Ziruo Cai; Marcelo Pereyra; Subhadip Mukherjee; Junqi Tang; Carola-Bibiane Schönlieb (Trans. Mach. Learn. Res., 2024)