About Me
I am a second-year PhD student at the University of Central Florida, with Prof. Chen Chen as my advisor. I am currently interning at TikTok with Jie Wu and Rui Wang to explore visual reward fine-tuning. Before this, I conducted research on image editing with Sijie Zhu and Longyin Wen.
Publications
[ICCV'25] SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing
Ming Li, Xin Gu, Fan Chen, Xiaoying Xing, Longyin Wen, Chen Chen, Sijie Zhu
[ICLR'25] Multi-Reward as Condition for Instruction-based Image Editing.
Xin Gu, Ming Li, Libo Zhang, Fan Chen, Longyin Wen, Tiejian Luo, Sijie Zhu
[PR'25]
DiffusionEngine: Diffusion Model is Scalable Data Engine for Object Detection.
Manlin Zhang, Jie Wu, Yuxi Ren, Ming Li, Jie Qin, Xuefeng Xiao, Wei Liu, Rui Wang, Min Zheng, Andy J. Ma
[ECCV'24] ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback.
Ming Li, Taojiannan Yang, Huafeng Kuang, Jie Wu, Zhaoning Wang, Xuefeng Xiao, Chen Chen
[ACM MM'24] Frame Interpolation with Consecutive Brownian Bridge Diffusion.
Zonglin Lyu, Ming Li, Jianbo Jiao, Chen Chen
[ICCV'23] AlignDet: Aligning Pre-training and Fine-tuning in Object Detection.
Ming Li*, Jie Wu*#, Xionghui Wang, Chen Chen#, Jie Qin, Xuefeng Xiao, Rui Wang, Min Zheng, Xin Pan
[CVPR'23] FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation.
Jie Qin*, Jie Wu*#, Pengxiang Yan, Ming Li, Ren Yuxi, Xuefeng Xiao, Yitong Wang, Rui Wang, Shilei Wen, Xin Pan, Xingang Wang#
[ECCV'22] Multi-granularity Distillation Scheme Towards Lightweight Semi-supervised Semantic Segmentation.
Jie Qin, Jie Wu, Ming Li, Xuefeng Xiao, Min Zheng, Xingang Wang
[CVPR'25 Workshop, Computer Vision for Metaverse] IL-NeRF: Incremental Learning for Neural Radiance Fields with Camera Pose Alignment.
Letian Zhang, Ming Li, Chen Chen, Jie Xu
Preprints
[arXiv'25] Where do Large Vision-Language Models Look at when Answering Questions?
Xiaoying Xing, Chia-Wen Kuo, Fuxin Li, Yulei Niu, Fan Chen, Ming Li, Ying Wu, Longyin Wen, Sijie Zhu
Internships
- 2024.05 - Now, TikTok, ByteDance, San Jose, USA.
- 2022.01 - 2023.07, ByteDance, Shenzhen, China.
Honors
- NeurIPS 2024 Top Reviewers.
- 🏆 Champion of CVPR 2023 Long-form Video Understanding and Generation Challenge (Track 3: Question-driven Video Understanding).
- 🏆 Champion of CVPR 2022 AVA Accessibility Vision and Autonomy Challenge (Image Segmentation).
- ORCGS Doctoral Fellowship, the University of Central Florida. 2023.