Xinwen Hou

Joined

May 2022

Names

Xinwen Hou (Preferred)

Emails

****@ia.ac.cn (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Associate Professor

Institute of automation, Chinese academy of science, Chinese Academy of Sciences (ia.ac.cn)

2004 – 2022

Advisors, Relations & Conflicts

Coworker

Yu Liu

2020 – 2022

Expertise

reinforcement learning

2010 – 2022

adversary learning

2010 – 2022

Publications

GaussMarker: Robust Dual-Domain Watermark for Diffusion Models
Kecen Li, Zhicong Huang, Xinwen Hou, Cheng Hong
- ICML 2025 poster
- Readers: Everyone
Frustratingly Easy Regularization on Representation Can Boost Deep Reinforcement Learning
Qiang He, Huangyuan Su, Jieyu Zhang, Xinwen Hou
- 08 Jun 2023 (modified: 16 Feb 2024)
- OpenReview Archive Direct Upload
- Readers: Everyone
Keep Various Trajectories: Promoting Exploration of Ensemble Policies in Continuous Control
Chao Li, Chen GONG, Qiang He, Xinwen Hou
- NeurIPS 2023 poster
- Readers: Everyone
Centralized Cooperative Exploration Policy for Continuous Control Tasks
Chao Li, Chen Gong, Qiang He, Xinwen Hou, Yu Liu
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
Recover Triggered States: Protect Model Against Backdoor Attack in Reinforcement Learning
Hao Chen, Chen Gong, Yizhe Wang, Xinwen Hou
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
Representation Gap in Deep Reinforcement Learning
Qiang He, Huangyuan Su, Jieyu Zhang, Xinwen Hou
- 28 May 2022 (modified: 30 Dec 2025)
- DARL 2022
- Readers: Everyone
MEPG: A Minimalist Ensemble Policy Gradient Framework for Deep Reinforcement Learning
Qiang He, Huangyuan Su, Chen GONG, Xinwen Hou
- 28 May 2022 (modified: 30 Dec 2025)
- DARL 2022
- Readers: Everyone
Representation Gap in Deep Reinforcement Learning
Qiang He, Huangyuan Su, Jieyu Zhang, Xinwen Hou
- 2022 (modified: 14 Nov 2022)
- CoRR 2022
- Readers: Everyone
Mind Your Data! Hiding Backdoors in Offline Reinforcement Learning Datasets
Chen Gong, Zhou Yang, Yunpeng Bai, Junda He, Jieke Shi, Arunesh Sinha, Bowen Xu, Xinwen Hou, Guoliang Fan, David Lo
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
Curiosity-Driven and Victim-Aware Adversarial Policies
Chen Gong, Zhou Yang, Yunpeng Bai, Jieke Shi, Arunesh Sinha, Bowen Xu, David Lo, Xinwen Hou, Guoliang Fan
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- ACSAC 2022
- Readers: Everyone

View all 56 publications

Co-Authors

View all 76 co-authors