Furui Liu

Associate Professor, Zhejiang Lab & UCAS & Zhejiang University

Joined

July 2019

Names

Furui Liu

Emails

****@huawei.com (Confirmed)

****@qq.com (Confirmed)

****@zhejianglab.com (Confirmed)

****@zju.edu.cn (Confirmed)

Personal Links

Career & Education History

Associate Professor

Zhejiang Lab & UCAS & Zhejiang University (zhejianglab.com)

2022 – Present

Senior Researcher

Huawei Technologies Ltd. (huawei.com)

2019 – 2022

Advisors, Relations & Conflicts

Coworker

Zhitang Chen

2019 – 2022

Coworker

Jun Wang

2019 – 2022

Coworker

Jianye HAO

2019 – 2022

PhD Advisor

Laiwan Chan

2013 – 2019

Expertise

Causality

2013 – Present

Machine learning

2012 – Present

Publications

Gradient based Causal Discovery with Diffusion Model
Furui Liu, Yuanhang Feng, Huiyang Wang, Zhouhan Lin, Bowen Zhou
- Submitted to ICLR 2025
- Readers: Everyone
Rethinking Exploration in Reinforcement Learning with Effective Metric-Based Exploration Bonus
Yiming Wang, Kaiyan Zhao, Furui Liu, Leong Hou U
- NeurIPS 2024 spotlight
- Readers: Everyone
Learning Scalable Causal Discovery Policies with Adversarial Reinforcement Learning
Xinyu Cai, Mengyue Yang, Yanchen Deng, Furui Liu, Mengchen Zhao, Bo An
- Submitted to ICLR 2024
- Readers: Everyone
Efficient Potential-based Exploration in Reinforcement Learning using Inverse Dynamic Bisimulation Metric
YIMING WANG, Ming Yang, Renzhi Dong, Binbin Sun, Furui Liu, Leong Hou U
- NeurIPS 2023 poster
- Readers: Everyone
Invariant Learning via Probability of Sufficient and Necessary Causes
Mengyue Yang, Zhen Fang, Yonggang Zhang, Yali Du, Furui Liu, Jean-Francois Ton, Jianhong Wang, Jun Wang
- NeurIPS 2023 spotlight
- Readers: Everyone
Uncertainty Estimation by Fisher Information-based Evidential Deep Learning
Danruo DENG, Guangyong Chen, Yang YU, Furui Liu, Pheng-Ann Heng
- ICML 2023 Poster
- Readers: Everyone
S2RL: Do We Really Need to Perceive All States in Deep Multi-Agent Reinforcement Learning?
Shuang Luo, Yinchuan Li, Jiahui Li, Kun Kuang, Furui Liu, yunfeng shao
- 18 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Dual Ensembled Multiagent Q-Learning with Hypernet Regularizer
Yaodong Yang, Guangyong Chen, Hongyao Tang, Furui Liu, Danruo DENG, Jianye HAO, Pheng-Ann Heng
- Published: 01 Feb 2023, Last Modified: 15 Jan 2026
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
A Simple and Provable Method to Adapt Pre-trained Model across Domains with Few Samples
Danruo DENG, Guangyong Chen, Furui Liu, Jinpeng Li, Jianye HAO, Pheng-Ann Heng
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
ConfounderGAN: Protecting Image Data Privacy with Causal Confounder
Qi Tian, Kun Kuang, Kelu Jiang, Furui Liu, Zhihua Wang, Fei Wu
- Published: 31 Oct 2022, Last Modified: 15 Dec 2022
- NeurIPS 2022 Accept
- Readers: Everyone

View all 36 publications

Co-Authors

View all 77 co-authors