Zejian Li

Assistant Professor, College of Computer Science, Zhejiang University

Joined

July 2019

Names

Zejian Li (Preferred)

Emails

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

Personal Links

Career & Education History

Assistant Professor

College of Computer Science, Zhejiang University (zju.edu.cn)

2022 – 2028

PhD student

School of Software Technology, Zhejiang University (zju.edu.cn)

2012 – 2019

Advisors, Relations & Conflicts

Postdoc Advisor

Lingyun Sun

2019 – 2022

PhD Advisor

Yongchuan Tang

2012 – 2019

Expertise

deep learning

Present

generative models

Present

diffusion models

Present

representation learning

Present

Publications

GAF-Pano: Zero-Shot Layout-Controlled Panorama Generation via Global Attention Fusion
Zejian Li, Rui Huang, Lefan Hou, Pei Chen, Heyuan Xu, Shengyuan Zhang, Kewen Zhu, Huanghuang Deng, Li Liu, Lingyun Sun
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Circular-DPO: Aligning Multi-Stage 3D Generative Models via Preference Feedback Loop
Zejian Li, Jiarui Ma, Han Xu, Weiting Zheng, Chenye Meng, Shengyuan Zhang, Changyuan Yang, Zhiyuan Yang, Guang Yang
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
LAION-Comp: Unlocking Controllable and Compositional Generation with Structural Annotations
Zejian Li, Chenye Meng, Yize Li, Ling Yang, Zhongni Liu, Changle Xie, Jiarui Ma, Shengyuan Zhang, Jiayi Li, Guang Yang, Changyuan Yang, Zhiyuan Yang, Jinxiong Chang, Lingyun Sun
- Submitted to ICLR 2026
- Readers: Everyone
Decoupling Global Structure and Local Refinement: Blueprint-Guided Scroll Generation with Direct Preference Optimization
Lefan Hou, Rui Huang, Zejian Li, Huanghuang Deng, Kewen Zhu, Zhiyuan Yang, Changyuan Yang, Guang Yang, Li Liu, Lingyun Sun
- Submitted to ICLR 2026
- Readers: Everyone
Reasoning3D - Grounding and Reasoning in 3D: Fine-Grained Zero-Shot Open-Vocabulary 3D Reasoning Part Segmentation via Large Vision-Language Models
Tianrun Chen, Chunan Yu, Jing Li, Jianqi Zhang, Lanyun Zhu, Deyi Ji, Yong Zhang, Ying Zang, Zejian Li, Lingyun Sun
- ICCV 2025 Wild3D
- Readers: Everyone
SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and More
Tianrun Chen, Ankang Lu, Lanyun Zhu, Chaotao Ding, Chunan Yu, Deyi Ji, Zejian Li, Lingyun Sun, Papa Mao, Ying Zang
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Reasoning3D - Grounding and Reasoning in 3D: Fine-Grained Zero-Shot Open-Vocabulary 3D Reasoning Part Segmentation via Large Vision-Language Models
Tianrun Chen, Chunan Yu, Jing Li, Jianqi Zhang, Lanyun Zhu, Deyi Ji, Yong Zhang, Ying Zang, Lingyun Sun, Zejian Li
- Reasoning and Planning for LLMs @ ICLR2025
- Readers: Everyone
Path-Tracing Distillation: Enhancing Stability in Text-to-3D Generation by Mitigating Out-of-Distribution Issues
Zejian Li, Jiahui Zhang, Shengyuan Zhang, Tianrun Chen, Tianyun Zhang, Guang Yang, Changyuan Yang, Zhiyuan Yang, Lingyun Sun
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Vividportraits: Face Parsing Guided Portrait Animation
Xuze Tian, Jinshan Zhang, Tao Jiang, Boxi Wu, Meng Xi, Zejian Li, Jianwei Yin
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Distribution Backtracking Builds A Faster Convergence Trajectory for Diffusion Distillation
Shengyuan Zhang, Ling Yang, Zejian Li, An Zhao, Chenye Meng, Changyuan Yang, Guang Yang, Zhiyuan Yang, Lingyun Sun
- ICLR 2025 Poster
- Readers: Everyone

View all 41 publications

Co-Authors

View all 90 co-authors