Hengjia Li

PhD student, Zhejiang University

Joined

November 2022

Names

Hengjia Li (Preferred)

Emails

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

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

Zhejiang University (zju.edu.cn)

2021 – 2026

PhD student

Carnegie Mellon University (cmu.edu)

2024 – 2025

Undergrad student

Zhejiang University (zju.edu.cn)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Deng Cai

2021 – 2026

Expertise

Computer Vision

2021 – 2026

Publications

PhyRPR: Training-Free Physics-Constrained Video Generation
Yibo Zhao, Hengjia Li, Xiaofei He, Boxi Wu
- ES-Reasoning @ ICLR 2026
- Readers: Everyone
MagicID: Hybrid Preference Optimization for ID-Consistent and Dynamic-Preserved Video Customization
Hengjia Li, Lifan Jiang, Xi Xiao, Tianyang Wang, Hongwei Yi, Boxi Wu, Deng Cai
- Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) 2025
- Readers: Everyone
PersonalView: Multi-View Consistent Human Image Customization via In-Context Learning
Hengjia Li, Jianjin Xu, Keli Cheng, Lei Wang, Ning Bi, Boxi Wu, Fernando De la Torre, Deng Cai
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
LoRA-Composer: Leveraging Low-Rank Adaptation for Multi-Concept Customization in Training-Free Diffusion Models
Yang Yang, Wen Wang, Liang Peng, Chaotian Song, Yao Chen, Hengjia Li, Xiaolong Yang, Qinglin Lu, Deng Cai, Xiaofei He, Wei Liu, Boxi Wu
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
SAMRefiner: Taming Segment Anything Model for Universal Mask Refinement
Yuqi Lin, Hengjia Li, Wenqi Shao, Zheng Yang, Jun Zhao, Xiaofei He, Ping Luo, Kaipeng Zhang
- ICLR 2025 Poster
- Readers: Everyone
UniHDA: A Unified and Versatile Framework for Generalized Hybrid Domain Adaptation
Hengjia Li, Yang Liu, Yuqi Lin, Yibo Zhao, Zhanwei Zhang, Boxi Wu, Tu Zheng, Zheng Yang, Deng Cai
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
PersonalVideo: High ID-Fidelity Video Customization With Static Images
Hengjia Li, Haonan Qiu, Shiwei Zhang, Xiang Wang, Yujie Wei, Yingya Zhang, Boxi Wu, Deng Cai
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Pseudo Label Refinery for Unsupervised Domain Adaptation on Cross-dataset 3D Object Detection
Zhanwei Zhang, Minghao Chen, Shuai Xiao, Liang Peng, Hengjia Li, Binbin Lin, Ping Li, Wenxiao Wang, Boxi Wu, Deng Cai
- CoRR 2024
- Readers: Everyone
UniHDA: Towards Universal Hybrid Domain Adaptation of Image Generators
Hengjia Li, Yang Liu, Yuqi Lin, Zhanwei Zhang, Yibo Zhao, Weihang Pan, Tu Zheng, Zheng Yang, Yuchun Jiang, Boxi Wu, Deng Cai
- CoRR 2024
- Readers: Everyone
TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary Multi-Label Classification of CLIP without Training
Yuqi Lin, Minghao Chen, Kaipeng Zhang, Hengjia Li, Mingming Li, Zheng Yang, Dongqin Lv, Binbin Lin, Haifeng Liu, Deng Cai
- AAAI 2024
- Readers: Everyone

View all 18 publications

Co-Authors

View all 53 co-authors