Hi, this is Mengcheng Li. I am a Ph.D. student in the Department of Automation at Tsinghua University, advised by Prof. Yebin Liu. My research focuses on hand motion capture, hand 3D reconstruction, hand interaction and motion generation, and hand avatar generation.
Hand Reconstruction
Two Hand Interaction
Hand Avatar
Two Hand Avatar
Education
- Bachelor’s Degree in physics, Tsinghua University (2014-2018)
- Ph.D student in automation, Tsinghua University (2018-now)
Research
 | HHMR: Holistic Hand Mesh Recovery by Enhancing the Multimodal Controllability of Graph Diffusion Models Mengcheng Li, Hongwen Zhang, Yuxiang Zhang, Ruizhi Shao, Tao Yu, Yebin Liu. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024 ☆ HighLight Paper Projectpage / Paper / |
 | Interacting Attention Graph for Single Image Two-Hand Reconstruction Mengcheng Li, Liang An, Hongwen Zhang, Lianpeng Wu, Feng Chen, Tao Yu, Yebin Liu. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022 ☆ Oral Paper Projectpage / Paper / Code |
 | PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images Hongwen Zhang, Yating Tian, Yuxiang Zhang, Mengcheng Li, Liang An, Zhenan Sun, Yebin Liu. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Projectpage / Paper / Code |
 | Light-weight Multi-person Total Capture Using Sparse Multi-view Cameras Yuxiang Zhang，Zhe Li，Tao Yu, Mengcheng Li, Liang An, Yebin Liu. IEEE Conference on International Conference on Computer Vision (ICCV), 2021 Projectpage / Paper |
 | Learning Explicit Contact for Implicit Reconstruction of Hand-held Objects from Monocular Images Junxing Hu, Hongwen Zhang, Zerui Chen, Mengcheng Li, Yunlong Wang, Yebin Liu, Zhenan Sun. AAAI Conference on Artificial Intelligence (AAAI), 2024 Projectpage / Paper / Code |
 | ManiDext: Hand-Object Manipulation Synthesis via Continuous Correspondence Embeddings and Residual-Guided Diffusion Jiajun Zhang, Yuxiang Zhang, Liang An, Mengcheng Li, Hongwen Zhang, Zonghai Hu, Yebin Liu. arXiv Projectpage / Paper |
 | 4DHands: Reconstructing Interactive Hands in 4D with Transformers Dixuan Lin, Yuxiang Zhang, Mengcheng Li, Yebin Liu, Wei Jing, Qi Yan, Qianying Wang, Hongwen Zhang. arXiv Projectpage / Paper / Code |