📝 Publications

selected publications

Tech Report 2026 Omni123: Exploring 3D Native Foundation Models with Limited 3D Data by Unifying Text to 2D and 3D Generation
Chongjie Ye, Cheng Cao, Chuanyu Pan, Yiming Hao, Yihao Zhi, Yuanming Hu, Xiaoguang Han.
CVPR 2026 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.

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.