Jialin Liu

Learning to Optimize: A Primer and A Benchmark pdf

Wotao Yin, Zhangyang Wang, Tianlong Chen, 2021, J. Mach. Learn. Res..

Numerical solution for high-dimensional partial differential equations based on deep learning with residual learning and data-driven learning

Kai Cao, Muzhou Hou, Futian Weng, 2021, International Journal of Machine Learning and Cybernetics.

Learning A Minimax Optimizer: A Pilot Study

Wotao Yin, Zhangyang Wang, Jiayi Shen, 2021, ICLR.

Hyperparameter Tuning is All You Need for LISTA pdf

Wotao Yin, Zhangyang Wang, Jialin Liu, 2021, NeurIPS.

Learned Robust PCA: A Scalable Deep Unfolding Approach for High-Dimensional Outlier Detection pdf

Wotao Yin, Jialin Liu, HanQin Cai, 2021, NeurIPS.

Multilevel Optimal Transport: A Fast Approximation of Wasserstein-1 Distances

Wotao Yin, Yat Tin Chow, Wuchen Li, 2018, SIAM J. Sci. Comput..