Zhenyu Guan

MS student, Hangzhou Institute for Advanced Study, University of the Chinese Academy of Sciences

Joined

May 2025

Names

Zhenyu Guan (Preferred)

Emails

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

Personal Links

Career & Education History

MS student

Hangzhou Institute for Advanced Study, University of the Chinese Academy of Sciences (ucas.edu.cn)

2024 – 2027

Advisors, Relations & Conflicts

PhD Advisor

Present

Expertise

Multimodal Large language Model

Present

Publications

L2Dir: Integrating L2-Norm and Directional Alignment for Unsupervised Contrastive Representation Learning in Multimodal Retrieval
Tianyu Zong, Rui Dai, Hongzhu Yi, Yuanxiang Wang, Zhenghao Zhang, Zhenyu Guan, Yujia Yang, Bingkang Shi, Yueyang Ding, Xiangxiang Chu, Kaikui Liu, Jungang Xu
- OpenReview Archive Direct Upload
- Readers: Everyone
Policy Optimization with Experience Replay: Guiding Reasoning Models to Complete the Reasoning Path
Hongzhu Yi, Xinming Wang, Zhenghao Zhang, Tianyu Zong, Yuanxiang Wang, Jun Xie, Tao Yu, Zhepeng Wang, Kaixin Xu, Feng Chen, Jiahuan Chen, Yujia Yang, Zhenyu Guan, Jungang Xu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
TNCME: Tensor's Norm Constraints for Unsupervised Contrastive Learning of Multimodal Embeddings
Tianyu Zong, Hongzhu Yi, Yuanxiang Wang, Zhenghao Zhang, Yujia Yang, Zhenyu Guan, Jungang Xu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone

Co-Authors