Rui Zhao

Researcher, Tencent AI Lab

Joined

October 2017

Names

Rui Zhao

Emails

****@gmail.com (Confirmed)

****@siemens.com (Confirmed)

****@tencent.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Tencent AI Lab (tencent.com)

2020 – Present

PhD student

Siemens AG (siemens.com)

2017 – 2020

PhD student

University of Munich (campus.lmu.de)

2017 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Volker Tresp

2017 – 2020

Expertise

Deep reinforcement learning

2017 – Present

Deep learning

2017 – Present

Publications

STAR: Efficient Preference-based Reinforcement Learning via Dual Regularization
Fengshuo Bai, Rui Zhao, Hongming Zhang, Sijia Cui, Shao Zhang, bo xu, Lei Han, Ying Wen, Yaodong Yang
- NeurIPS 2025 poster
- Readers: Everyone
Cracking the Collective Mind: Adversarial Manipulation in Multi-Agent Systems
Fengyuan Liu, Rui Zhao, Guohao Li, Philip Torr, Lei Han, Jindong Gu
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
SEER: Towards Efficient Preference-based Reinforcement Learning via Aligned Experience Estimation
Fengshuo Bai, Rui Zhao, Hongming Zhang, Sijia Cui, bo xu, Lei Han
- Submitted to ICLR 2024
- Readers: Everyone
MeGraph: Capturing Long-Range Interactions by Alternating Local and Hierarchical Aggregation on Multi-Scaled Graph Hierarchy
Honghua Dong, Jiawei Xu, Yu Yang, Rui Zhao, Shiwen Wu, Chun Yuan, Xiu Li, Chris J. Maddison, Lei Han
- NeurIPS 2023 poster
- Readers: Everyone
MeGraph: Graph Representation Learning on Connected Multi-scale Graphs
Honghua Dong, Jiawei Xu, Yu Yang, Rui Zhao, Chun Yuan, Xiu Li, Chris J. Maddison, Lei Han
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Auto-Encoding Adversarial Imitation Learning
Kaifeng Zhang, Rui Zhao, Ziming Zhang, Yang Gao
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Auto-Encoding Inverse Reinforcement Learning
Kaifeng Zhang, Rui Zhao, Ziming Zhang, Yang Gao
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Maximum Entropy Population Based Training for Zero-Shot Human-AI Coordination
Rui Zhao, Jinming Song, Hu Haifeng, Yang Gao, Yi Wu, Zhongqian Sun, Yang Wei
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Submitted
- Readers: Everyone
Semantics for Global and Local Interpretation of Deep Convolutional Neural Networks
Jindong Gu, Rui Zhao, Volker Tresp
- 2021 (modified: 15 Nov 2022)
- IJCNN 2021
- Readers: Everyone
Mutual Information State Intrinsic Control
Rui Zhao, Yang Gao, Pieter Abbeel, Volker Tresp, Wei Xu
- 2021 (modified: 15 Nov 2022)
- ICLR 2021
- Readers: Everyone

View all 18 publications

Co-Authors

View all 36 co-authors