Zichuan Lin

Senior Researcher, Tencent

Joined

September 2018

Names

Zichuan Lin (Preferred)

Emails

****@mails.tsinghua.edu.cn (Confirmed)

****@microsoft.com (Confirmed)

****@tencent.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Senior Researcher

Tencent (tencent.com)

2021 – 2026

PhD student

Tsinghua University (tsinghua.edu.cn)

2016 – 2021

Advisors, Relations & Conflicts

Coworker

Deheng Ye

2021 – Present

PhD Advisor

Tengyu Ma

2020 – 2021

Coworker

Li Zhao

2018 – 2021

PhD Advisor

Guangwen Yang

2016 – 2021

Coworker

Tie-Yan Liu

2018 – 2020

Coworker

Tao Qin

2018 – 2020

Expertise

llm agent

2025 – Present

causal inference

2023 – Present

reinforcement learning

2016 – Present

Publications

SeeNav-Agent: Enhancing Vision-Language Navigation with Visual Prompt and Step-Level Policy Optimization
Zhengcheng Wang, Zichuan Lin, Yijun Yang, Haobo Fu, Deheng Ye
- CoRR 2025
- Readers: Everyone
PIPCFR: Pseudo-outcome Imputation with Post-treatment Variables for Individual Treatment Effect Estimation
Zichuan Lin, Xiaokai Huang, Jiate Liu, Yuxuan Han, Jia Chen, Xiapeng Wu, Deheng Ye
- CoRR 2025
- Readers: Everyone
AdaptVision: Efficient Vision-Language Models via Adaptive Visual Acquisition
Zichuan Lin, Yicheng Liu, Yang Yang, Lvfang Tao, Deheng Ye
- CoRR 2025
- Readers: Everyone
Multi-agent In-context Coordination via Decentralized Memory Retrieval
Tao Jiang, Zichuan Lin, Lihe Li, Yi-Chen Li, Cong Guan, Lei Yuan, Zongzhang Zhang, Yang Yu, Deheng Ye
- CoRR 2025
- Readers: Everyone
EntroPIC: Towards Stable Long-Term Training of LLMs via Entropy Stabilization with Proportional-Integral Control
Kai Yang, Xin Xu, Yangkun Chen, Weijie Liu, Jiafei Lyu, Zichuan Lin, Deheng Ye, Saiyong Yang
- CoRR 2025
- Readers: Everyone
Pseudo-outcome Imputation with Post-treatment Variables for Individual Treatment Effect Estimation
Zichuan Lin, Xiaokai Huang, Jiate Liu, Yuxuan Han, Jia Chen, Xiapeng Wu, Deheng Ye
- Submitted to ICLR 2026
- Readers: Everyone
Cross-Domain Offline Policy Adaptation via Selective Transition Correction
Mengbei Yan, Jiafei Lyu, Shengjie Sun, Zhongjian Qiao, Jing-Wen Yang, Zichuan Lin, Deheng Ye, Xiu Li
- Submitted to ICLR 2026
- Readers: Everyone
AdaptVision: Efficient Vision-Language Models via Adaptive Visual Acquisition
Zichuan Lin, Yicheng Liu, Yang Yang, Lvfang Tao, Minwen Deng, Deheng Ye
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Powerful Independence Testing on Heterogeneous Federated Clients with Theoretical Guarantees
Yixin Ren, Hongquan Liu, Juncai Zhang, Yewei Xia, Zichuan Lin, Deheng Ye, Hao Zhang, Jihong Guan, Shuigeng Zhou
- Submitted to ICLR 2026
- Readers: Everyone
CausalMACE: Causality Empowered Multi-Agents in Minecraft Cooperative Tasks
Qi Chai, Zhang Zheng, Junlong Ren, Deheng Ye, Zichuan Lin, Hao Wang
- CoRR 2025
- Readers: Everyone

View all 47 publications

Co-Authors

View all 103 co-authors