I’m a first-year Ph.D. student in GAP Lab, CUHK(SZ), supervised by Prof.Xiaoguang Han. Perviously, I work as a Research Intern in CUHK, supervised by Prof.Hongsheng Li.

My research interest includes multimodal generation. Please email me if you want to collaborate for academic research or have any questions.

🔥 News

• 2025.12: 🔥 Release 🎩 LoFA: Learning to Predict Personalized Priors for Fast Adaptation of Visual Generative Models, a general framework that predicts personalized priors for fast adaptation of visual generative models.
• 2024.07: 🎉 One paper (Deep Reward Supervisions for Tuning Text-to-Image Diffusion Models) is accepted by ECCV 2024.

📝 Publications

selected publications

• Arxiv 2025 LoFA: Learning to Predict Personalized Priors for Fast Adaptation of Visual Generative Models · Project · Code · Star
  Yiming Hao*, Mutian Xu*, Chongjie Ye, Jie Qin, Shunlin Lu, Yipeng Qin, Xiaoguang Han.

• CVPR 2025 TASTE-Rob: Advancing Video Generation of Task-oriented Hand-Object Interaction for Generalizable Robotic Manipulation · Website · Code · Star
  Hongxiang Zhao, Xingchen Liu, Mutian Xu, Yiming Hao, Weikai Chen, Xiaoguang Han.

• ECCV 2024 Deep Reward Supervisions for Tuning Text-to-Image Diffusion Models
  Xiaoshi Wu*, Yiming Hao*, Manyuan Zhang, Keqiang Sun, Zhaoyang Huang, Guanglu Song, Yu Liu, Hongsheng Li.

• Arxiv 2023 Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis · Code · Star
  Xiaoshi Wu*, Yiming Hao*, Keqiang Sun, Yixiong Chen, Feng Zhu, Rui Zhao, Hongsheng Li.

other publications

• Arxiv 2025 VC-Agent: An Interactive Agent for Customized Video Dataset Collection
  Yidan Zhang, Mutian Xu, Yiming Hao, Kun Zhou, Jiahao Chang, Xiaoqiang Liu, Pengfei Wan, Hongbo Fu, Xiaoguang Han.

• Arxiv 2025 IntrinsicReal: Adapting IntrinsicAnything from Synthetic to Real Objects
  Xiaokang Wei, Zizheng Yan, Zhangyang Xiong, Yiming Hao, Yipeng Qin, Xiaoguang Han.

• Arxiv 2023 Perception Imitation: Towards Synthesis-free Simulator for Autonomous Vehicles
  Xiaoliang Ju, Yiyang Sun, Yiming Hao, Yikang Li, Yu Qiao, Hongsheng Li.