I am currently an Associate Professor in Visual Information Processing and Learning (VIPL) group at the Institute of Computing Technology (ICT), Chinese Academy of Sciences (CAS). I received my Ph.D. from ICT, CAS in 2022, under the supervision of Prof. Hong Chang. My research interests mainly focus on multimodal large language model and 3D humam modeling. Feel free to reach out to me if you have an interest in the relevant topics.
Internship and Graduate Student Openings: I am looking for highly self-motivated interns and graduate students. Ideal candidates should have strong programming skills and a good command of English. If you are interested in research topics such as 3D human modeling and multimodal large models, please feel free to send me your detailed CV. Email: houruibing@ict.ac.cn
🔥 News
- 2025.06: 🎉🎉 Two papers are accepted by ICCV’25.
- 2025.05: 🎉🎉 Two papers are accepted by TMM’25.
- 2025.05: 🎉🎉 One paper is accepted by ICML’25.
- 2025.02: 🎉🎉 One paper is accepted by CVPR’25.
- 2024.09: 🎉🎉 Two papers are accepted by NeurIPS’24.
- 2024.05: 🎉🎉 One paper is accepted by TPAMI’24.
📝 Publications
HIS-GPT: Towards 3D Human-In-Scene Multimodal Understanding
Jiahe Zhao, Ruibing Hou*, Zejie Tian, Hong Chang, Shiguang Shan
International Conference on Computer Vision (ICCV) 2025.
Morph: A Motion-free Physics Optimization Framework for Human Motion Generation
Zhuo Li, Mingshuang Luo, Ruibing Hou*, Xin Zhao, Hao Liu, Hong Chang, Zimo Liu, Chen Li
International Conference on Computer Vision (ICCV) 2025.
RefHCM: A Unified Model for Referring Perceptions in Human-Centric Scenarios
Jie Huang, Ruibing Hou*, Jiahe Zhao, Hong Chang, Shiguang Shan
IEEE Transactions on Multimedia (TMM) 2025.
MATS: An Audio Language Model under Text-only Supervision
Wen Wang, Ruibing Hou*, Hong Chang, Shiguang Shan, Xilin Chen
International Conference on Machine Learning (ICML), 2025
UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing
Yiheng Li, Ruibing Hou*, Hong Chang, Shiguang Shan, Xilin Chen
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR, Highlight) 2025.
MGPT: An Advanced Multimodal, Multitask Framework for Motion Comprehension and Generation
Mingshuang Luo, Ruibing Hou*, Zhuo Li, Hong Chang, Zimo Liu, Yaowei Wang, Shiguang Shan
Neural Information Processing Systems (NeurIPS) 2024.
UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language Models
Jiachen Liang, Ruibing Hou*, Minyang Hu, Hong Chang, Shiguang Shan, Xilin Chen (NeurIPS 2024)
Triplet adaptation framework for robust semi-supervised learning
Ruibing Hou, Hong Chang, Bingpeng Ma, Shiguang Shan, Xilin Chen (TPAMI 2024)
🎖 Honors and Awards
- 2022 Postdoctoral Innovation Talent Support Program, Ministry of Human Resources and Social Security of PRC (博士后创新人才支持计划)
- 2022 CAS President Award (Special Prize) (中国科学院院长特别奖)
- 2022 Excellent Graduate of Beijing & UCAS. (北京市优秀毕业生，中国科学院大学优秀毕业生)
- 2022 Director Scholarship (Special Prize), ICT, CAS. (中国科学院计算所所长特别奖，夏培肃奖)
- 2019 National Scholarship, Ministry of Education of the PRC. (国家奖学金)
📖 Educations
- 2016.09 - 2022.06, I was a Ph.D. student at Institute of Computing Technology, CAS, under the supervision of Prof. Hong Chang.
- 2012.09 - 2016.06, I was a college student in NWPU (Northwestern Polytechnical University).