News
- 2025/02 -- One paper got accepted by TPAMI 2025.
- 2025/02 -- One paper got accepted by ICLR 2025.
- 2024/06 -- One paper got accepted by TPAMI 2024.
- 2024/02 -- Two paper got accepted by CVPR 2024.
Publications (click to sort: as core contributor / by date)
* Equal contribution. # Corresponding author. Representative papers are highlighted.
Re-Aligning Language to Visual Objects with an Agentic Workflow
Yuming Chen, Jiangyan Feng, Haodong Zhang, Lijun Gong, Feng Zhu, Rui Zhao, Qibin Hou#, Ming-Ming Cheng, Yibing Song#.
ICLR (THCPL-A), 2025
project / code / paper / bibtex
Yuming Chen, Jiangyan Feng, Haodong Zhang, Lijun Gong, Feng Zhu, Rui Zhao, Qibin Hou#, Ming-Ming Cheng, Yibing Song#.
ICLR (THCPL-A), 2025
project / code / paper / bibtex
YOLO-MS: rethinking multi-scale representation learning for real-time object detection
Yuming Chen, Xinbin Yuan, Jiabao Wang, Ruiqi Wu, Xiang Li, Qibin Hou#, Ming-Ming Cheng.
TPAMI (SCI-I), 2025
project / paper / bibtex
Yuming Chen, Xinbin Yuan, Jiabao Wang, Ruiqi Wu, Xiang Li, Qibin Hou#, Ming-Ming Cheng.
TPAMI (SCI-I), 2025
project / paper / bibtex
Zone Evaluation: Revealing Spatial Bias in Object Detection
Zhaohui Zheng, Yuming Chen, Qibin Hou, Xiang Li, Ping Wang, Ming-Ming Cheng.
TPAMI (SCI-I), 2024
project / paper / bibtex
Zhaohui Zheng, Yuming Chen, Qibin Hou, Xiang Li, Ping Wang, Ming-Ming Cheng.
TPAMI (SCI-I), 2024
project / paper / bibtex
TeMO: Towards Text-Driven 3D Stylization for Multi-Object Meshes
Xuying Zhang, Bo-Wen Yin, Yuming Chen, Zheng Lin, Yunheng Li, Qibin Hou, Ming-Ming Cheng
CVPR (CCF-A), 2024
project / paper / bibtex
Xuying Zhang, Bo-Wen Yin, Yuming Chen, Zheng Lin, Yunheng Li, Qibin Hou, Ming-Ming Cheng
CVPR (CCF-A), 2024
project / paper / bibtex
CrossKD: Cross-head knowledge distillation for object detection
Jiabao Wang*, Yuming Chen*, Zhaohui Zheng, Xiang Li, Ming-Ming Cheng, Qibin Hou#
CVPR (CCF-A), 2024
project / paper / bibtex
Jiabao Wang*, Yuming Chen*, Zhaohui Zheng, Xiang Li, Ming-Ming Cheng, Qibin Hou#
CVPR (CCF-A), 2024
project / paper / bibtex
Experience
 2023/10 - 2024/05 Shanghai, China |
Huawei Cooperation Project | Project LeaderDeveloped a YOLO-MS based real-time algorithm for rapid and precise focus tracking. Deployed in the “Feng Chi Shan Pai” system of Huawei Mate 70 and P70. Recipient of the “2024 Outstanding Technical Cooperation Project” award from Huawei. |
 2023/10 - 2024/05 Shanghai, China |
Research InternCollaborated with outstanding researchers including Lijun Gong, Jiangyan Feng, and Haodong Zhang. Contributed to the development of Real-LOD, an agentic workflow designed to enhance visual-language alignment for language-based object detection. |
Education
2022/09 - Present, I am a Ph.D student at College of Computer Science, Nankai University, under the supervision of Prof. Ming-Ming Cheng and Prof. Qi-Bin Hou.
2018/09 - 2022/07, I was an undergraduate student at School of Information Science & Engineering, Lanzhou University.
2018/09 - 2022/07, I was an undergraduate student at School of Information Science & Engineering, Lanzhou University.