Wenhao Li (李文豪)

I'm currently a final year Ph.D. student (2019.09 - Now) in the School of Computer Science, Peking University, China, under the supervision of Prof. Hong Liu. I was a visiting Ph.D. Student at the Multimedia and Human Understanding Group, University of Trento, Italy, supervised by Prof. Nicu Sebe.

My current research interest focuses on 3D Human Pose Estimation (HPE) and Human Mesh Recovery (HMR) in images or videos using deep learning approaches.

profile photo

Selected Publications

Hourglass Tokenizer for Efficient Transformer-Based 3D Human Pose Estimation
Wenhao Li, Mengyuan Liu, Hong Liu, Pichao Wang, Jialun Cai, Nicu Sebe
Computer Vision and Pattern Recognition (CVPR), 2024

Paper / Cite / Code
@inproceedings{li2024hourglass,
  title={Hourglass Tokenizer for Efficient Transformer-Based 3D Human Pose Estimation},
  author={Li, Wenhao and Liu, Mengyuan and Liu, Hong and Wang, Pichao and Cai, Jialun and Sebe, Nicu},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year={2024}
}

Co-Evolution of Pose and Mesh for 3D Human Body Estimation from Video
Yingxuan You, Hong Liu, Ti Wang, Wenhao Li, Runwei Ding, Xia Li
International Conference on Computer Vision (ICCV), 2023

Paper / Cite / Code
@inproceedings{you2023co,
  title={Co-Evolution of Pose and Mesh for 3D Human Body Estimation from Video},
  author={You, Yingxuan and Liu, Hong and Wang, Ti and Li, Wenhao and Ding, Runwei and Li, Xia},
  booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},
  pages={14963--14973},
  year={2023}
}

MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation
Wenhao Li, Hong Liu, Hao Tang, Pichao Wang, Luc Van Gool
Computer Vision and Pattern Recognition (CVPR), 2022

Paper / Cite / Code
@inproceedings{li2022mhformer,
  title={MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation},
  author={Li, Wenhao and Liu, Hong and Tang, Hao and Wang, Pichao and Van Gool, Luc},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  pages={13147--13156},
  year={2022}
}

Multi-Hypothesis Representation Learning for Transformer-Based 3D Human Pose Estimation
Wenhao Li, Hong Liu, Hao Tang, Pichao Wang
Pattern Recognition (PR), 2023

Paper / Cite / Code
@article{li2023multi,
  title={Multi-Hypothesis Representation Learning for Transformer-Based 3D Human Pose Estimation},
  author={Li, Wenhao and Liu, Hong and Tang, Hao and Wang, Pichao},
  journal={Pattern Recognition},
  volume={141},
  pages={109631},
  year={2023},
}
}

Exploiting Temporal Contexts with Strided Transformer for 3D Human Pose Estimation
Wenhao Li, Hong Liu, Runwei Ding, Mengyuan Liu, Pichao Wang
IEEE Transactions on Multimedia (TMM), 2022

Paper / Cite / Code
@article{li2023exploiting,
  title={Exploiting Temporal Contexts with Strided Transformer for 3D Human Pose Estimation},
  author={Li, Wenhao and Liu, Hong and Ding, Runwei and Liu, Mengyuan and Wang, Pichao and Yang, Wenming},
  journal={IEEE Transactions on Multimedia},
  year={2023},
  volume={25},
  pages={1282-1293},
}

GraphMLP: A Graph MLP-Like Architecture for 3D Human Pose Estimation
Wenhao Li, Hong Liu, Tianyu Guo, Runwei Ding, Hao Tang
arXiv, 2022

Paper / Cite / Code
@article{li2022graphmlp,
  title={GraphMLP: A Graph MLP-Like Architecture for 3D Human Pose Estimation},
  author={Li, Wenhao and Liu, Hong and Guo, Tianyu and Ding, Runwei and Tang, Hao},
  journal={arXiv preprint arXiv:2206.06420},
  year={2022}
}

Review Services

Conference: CVPR, ICCV, ECCV, ICLR, NeurIPS, IJCAI
Journal: TIP, TMM, TCSVT

Selected Awards and Honors

National Scholarship, 2022 (Top 2%)
Merit Student Pacesetter of PKU, 2022 (Top 3%)
President Scholarship, 2018 (Top 10)
National Scholarship, 2017 (Top 1%)
National Scholarship, 2016 (Top 1%)