• University of Tübingen
    Maria-von-Linden Strasse 1
    72076
  • A516



About Me

I am a PhD student at the Real Virtual Humans Group within the Department of Computer Science at the University of Tübingen, under the supervision of Prof. Dr. Gerard Pons-Moll. Prior to that, I received my master degree from ShanghaiTech University. My research focuses on 3D human motion modeling, generation, and understanding, as well as deep generative models, with the goal of developing realistic human agents capable of understanding and interacting effectively in open-world environments.

Publications

MoLingo: Motion-Language Alignment for Text-to-Motion Generation
Yannan He, Garvita Tiwari, Xiaohan Zhang, Pankaj Bora, Tolga Birdal, Jan Eric Lenssen, Gerard Pons-Moll
MoLingo: Motion-Language Alignment for Text-to-Motion Generation
2025.
arXiv Code/Data
Unimotion: Unifying 3D Human Motion Synthesis and Understanding
Chuqiao Li, Julian Chibane, Yannan He, Naama Pearl, Andreas Geiger, Gerard Pons-Moll
Unimotion: Unifying 3D Human Motion Synthesis and Understanding
in International Conference on 3D Vision (3DV), 2025.
arXiv Code/Data
NRDF: Neural Riemannian Distance Fields for Learning Articulated Pose Priors
Yannan He, Garvita Tiwari, Tolga Birdal, Jan Eric Lenssen, Gerard Pons-Moll
NRDF: Neural Riemannian Distance Fields for Learning Articulated Pose Priors
in Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
Highlight, 11.9% of accepted papers
arXiv Code/Data
Interaction Replica: Tracking human–object interaction and scene changes from human motion
Vladimir Guzov, Julian Chibane, Riccardo Marin, Yannan He, Yunus Saracoglu, Torsten Sattler, Gerard Pons-Moll
Interaction Replica: Tracking human–object interaction and scene changes from human motion
in International Conference on 3D Vision (3DV), 2024.
PDF arXiv Code/Data