Qiuhao Wang

Optimization Induced Deep Equilibrium Networks

Zhouchen Lin, Guangcan Liu, Xia Li, 2022 .

Optimization Induced Equilibrium Networks: An Explicit Optimization Perspective for Understanding Equilibrium Models

Zhouchen Lin, Guangcan Liu, Xia Li, 2022, IEEE Transactions on Pattern Analysis and Machine Intelligence.

On the Convergence of Policy Gradient in Robust MDPs

Qiuhao Wang, Marek Petrik, C. Ho, 2022, ArXiv.

Optimization Induced Equilibrium Networks pdf

Xia Li, Zhouchen Lin, Xingyu Xie, 2021, ArXiv.

Dual Alignment Self-Supervised Incomplete Multi-View Subspace Clustering Network

Zhikui Chen, Jie Zhang, Liang Zhao, 2021, IEEE Signal Processing Letters.

Implicit Normalizing Flows pdf

Jun Zhu, Jianfei Chen, Chongxuan Li, 2021, ICLR.

Policy Gradient in Robust MDPs with Global Convergence Guarantee

Marek Petrik, C. Ho, Qiuhao Wang, 2022, ICML.

Global Convergence of Over-parameterized Deep Equilibrium Models

Zhouchen Lin, Xingyu Xie, Qiuhao Wang, 2022, AISTATS.