About Me

I am a P.h.D student in Institute for Interdisciplinary Information Science (IIIS) at Tsinghua University, advised by Prof. Yang Gao. I received my bachelor degree from EE Department in Shanghai Jiao Tong University, under the supervision of Prof. Ya Zhang and Prof. Xinbing Wang.

My research interest focuses on computer vision and policy learning in general, especially the intersection of both areas, i.e. viso-motor control. I mainly study to improve the effectiveness and robustness of viso-motor control applications in the real world, in particular the autonomous driving and robot manipulation.

News

Publications

Resolving Copycat Problems in Visual Imitation Learning via Residual Action Prediction
Chia-Chi Chuang*, Donglin Yang*, Chuan Wen*, Yang Gao.
ECCV 2022   PDF

Fighting Fire with Fire: Avoiding DNN Shortcuts through Priming
Chuan Wen, Jianing Qian, Jierui Lin, Jiaye Teng, Dinesh Jayaraman, Yang Gao.
ICML 2022   PDF/Website/Arxiv

Keyframe-Focused Visual Imitation Learning
Chuan Wen*, Jierui Lin*, Jianing Qian, Yang Gao, Dinesh Jayaraman.
ICML 2021   PDF/Website/Arxiv

Fighting Copycat Agents in Behavioral Cloning from Observation Histories
Chuan Wen*, Jierui Lin*, Trevor Darrell, Dinesh Jayaraman, Yang Gao.
NeurIPS 2020   PDF/Website/Arxiv

Handwritten Chinese font generation with collaborative stroke refinement
Chuan Wen, Yujie Pan, Jie Chang, Ya Zhang, Siheng Chen, Yanfeng Wang, Mei Han, Qi Tian.
WACV 2021   PDF/Arxiv

Author name disambiguation on heterogeneous information network with adversarial representation learning
Haiwen Wang, Ruijie Wang, Chuan Wen, Shuhao Li, Yuting Jia, Weinan Zhang, Xinbing Wang.
AAAI 2020   PDF/Arxiv

RI-SSGE: a framework with rule inference and sentence schema graph embedding for knowledge base query construction
Xiaoyang Huo, Chuan Wen, Yuchen Yan, Ruijie Wang.
TURC 2019   PDF

Public Services

Reviewer Services: CVPR 2022, ICML 2022, ECCV 2022.