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

[ICLR'25]   Multi-Reward as Condition for Instruction-based Image Editing. GitHub Stars

Xin Gu, Ming Li, Libo Zhang, Fan Chen, Longyin Wen, Tiejian Luo, Sijie Zhu

[ECCV'24]   ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback. GitHub Stars

Ming Li, Taojiannan Yang, Huafeng Kuang, Jie Wu, Zhaoning Wang, Xuefeng Xiao, Chen Chen

[ACM MM'24]   Frame Interpolation with Consecutive Brownian Bridge Diffusion. GitHub Stars

Zonglin Lyu, Ming Li, Jianbo Jiao, Chen Chen

[ICCV'23]   AlignDet: Aligning Pre-training and Fine-tuning in Object Detection. GitHub Stars

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. GitHub Stars

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. GitHub Stars

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]   SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing GitHub Stars

Ming Li, Xin Gu, Fan Chen, Xiaoying Xing, Longyin Wen, Chen Chen, Sijie Zhu

[arXiv'25]   Where do Large Vision-Language Models Look at when Answering Questions? GitHub Stars

Xiaoying Xing, Chia-Wen Kuo, Fuxin Li, Yulei Niu, Fan Chen, Ming Li, Ying Wu, Longyin Wen, Sijie Zhu

[arXiv'23]   DiffusionEngine: Diffusion Model is Scalable Data Engine for Object Detection. GitHub Stars

Manlin Zhang, Jie Wu, Yuxi Ren, Ming Li, Jie Qin, Xuefeng Xiao, Wei Liu, Rui Wang, Min Zheng, Andy J. Ma

Internships

Honors