Hello, I’m Mengcheng Li. I am currently an algorithm engineer at Honor. I received my Ph.D. degree from the Department of Automation, Tsinghua University, under the supervision of Professor Yebin Liu. During my doctoral studies, my main research focused on hand motion capture, hand 3D reconstruction, hand interaction and motion generation, and hand avatar generation. I am currently open to new career opportunities. Feel free to contact me at: mengcheng_li@163.com Here is my resume: 中文简历

Education

• Bachelor’s Degree in physics, Tsinghua University (2014-2018)
• Ph.D student in automation, Tsinghua University (2018-2025)

Work

• Senior Algorithm Engineer, Honor Terminal Co., Ltd. (2025-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

OmniHands: Towards Robust 4D Hand Mesh Recovery via A Versatile Transformer Dixuan Lin, Yuxiang Zhang, Mengcheng Li, Qi Yan, Qianying Wang, Yebin Liu, Wei Jing, Hongwen Zhang. ACM Transactions on Graphics (TOG), 2026 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. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 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

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