📄 About Me

I am currently an Associate Professor at the School of Artificial Intelligence, Beijing Normal University.

My research interests focus on human-centered computer vision and graphics, including motion capture, reconstruction, rendering, and the synthesis of digital humans. I work closely with Prof. Yebin Liu.

I am looking for self-motivated Ph.D./Master students with strong research interests in 3D Vision, Computer Graphics, and Embodied AI.

[中文简介]
欢迎北师大校内外同学联系实习、申请硕士/博士研究生 [招生说明]
本科同学可随时进组科研实习,全方位指导科研入门,有意保研的大二/大三同学请尽早联系

招收硕士/博士研究生,
研究方向:三维视觉、图形学、具身智能、三维数字人与人形智能体;
随时欢迎了解咨询,请尽可能提前线下/远程实习;
由于名额有限,有意通过夏令营/保研/考研等方式进组的同学【均需要提前联系】;

由于申请邮件较多,抱歉无法逐一回复,符合条件的候选同学会在三天内收到回复邮件以进一步联系;
近两年情况的参考申请条件:
保研:有CCF-A类论文已发表/录用/在投(需附上论文PDF)或完整的Demo作品(需演示效果)
考研:暂无参考条件(侧重数学/408/机试成绩)
博士:有CCF-A类论文已发表/录用且有完整的Demo作品

📚 Research

🎉  10 paper accepted to TPAMI/TVCG/CVPR/ICCV/NeurIPS/AAAI 2025

🎉  8 paper accepted to CVPR/SIGGRAPH 2024

🚩 Preprints

GAF: Gaussian Action Field as a Dynamic World Model for Robotic Manipulation
GAF: Gaussian Action Field as a Dynamic World Model for Robotic Manipulation
Ying Chai*, Litao Deng*, Ruizhi Shao, Jiajun Zhang, Liangjun Xing, Hongwen Zhang, Yebin Liu
arXiv 2506.14135, accepted to ICRA, 2026
project page / paper
4DHands: Reconstructing Interactive Hands in 4D with Transformers
4DHands: Reconstructing Interactive Hands in 4D with Transformers
Dixuan Lin, Yuxiang Zhang, Mengcheng Li, Wei Jing, Qi Yan, Qianying Wang, Yebin Liu, Hongwen Zhang
arXiv 2405.20330, 2024
project page / paper / code

🚩 Human/Hand/Face/Full-body Motion Capture

ProxyCap: Real-time Monocular Full-body Capture in World Space via Human-Centric Proxy-to-Motion Learning
ProxyCap: Real-time Monocular Full-body Capture in World Space via Human-Centric Proxy-to-Motion Learning
Yuxiang Zhang, Hongwen Zhang, Liangxiao Hu, Jiajun Zhang, Hongwei Yi, Shengping Zhang, Yebin Liu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
project page / paper / bibtex
@inproceedings{zhang2024proxycap,
  title={ProxyCap: Real-time Monocular Full-body Capture in World Space via Human-Centric Proxy-to-Motion Learning},
  author={Zhang, Yuxiang and Zhang, Hongwen and Hu, Liangxiao and Zhang, Jiajun and Yi, Hongwei and Zhang, Shengping and Liu, Yebin},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year={2024}
}

      
Recovering 3D Human Mesh from Monocular Images: A Survey
Recovering 3D Human Mesh from Monocular Images: A Survey
Yating Tian*, Hongwen Zhang*, Yebin Liu, Limin Wang
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
project page / paper / bibtex /
@article{tian2023hmrsurvey,
  title={Recovering 3D Human Mesh from Monocular Images: A Survey},
  author={Tian, Yating and Zhang, Hongwen and Liu, Yebin and Wang, Limin},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year={2023}
}

      
PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images
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
a framework for human/hand/face/full-body model reconstruction
project page / paper / code / video / bibtex /
@article{pymafx2023,
  title={PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images},
  author={Zhang, Hongwen and Tian, Yating and Zhang, Yuxiang and Li, Mengcheng and An, Liang and Sun, Zhenan and Liu, Yebin},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year={2023}
}

      
Learning 3D Human Shape and Pose from Dense Body Parts
Learning 3D Human Shape and Pose from Dense Body Parts
Hongwen Zhang, Jie Cao, Guo Lu, Wanli Ouyang, Zhenan Sun
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
DensePose to SMPL; part-based regressor; more robust to occlusion
project page / paper / code / bibtex /
@article{zhang2020densepose2smpl,
  title={Learning 3D Human Shape and Pose from Dense Body Parts},
  author={Zhang, Hongwen and Cao, Jie and Lu, Guo and Ouyang, Wanli and Sun, Zhenan},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
  volume={44},
  number={5},
  pages={2610--2627},
  year={2022},
}

      
HHMR: Holistic Hand Mesh Recovery by Enhancing the Multimodal Controllability of Graph Diffusion Models
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
project page / paper / bibtex
@inproceedings{li2024hhmr,
  title={HHMR: Holistic Hand Mesh Recovery by Enhancing the Multimodal Controllability of Graph Diffusion Models},
  author={Li, Mengcheng and Zhang, Hongwen and Zhang, Yuxiang and Shao, Ruizhi and Yu, Tao and Liu, Yebin},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year={2024}
}

      
Learning Explicit Contact for Implicit Reconstruction of Hand-held Objects from Monocular Images
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
project page / code / bibtex
@inproceedings{hu2024choi,
  title={Learning Explicit Contact for Implicit Reconstruction of Hand-held Objects from Monocular Images},
  author={Hu, Junxing and Zhang, Hongwen and Chen, Zerui and Li, Mengcheng and Wang, Yunlong and Liu, Yebin and Sun, Zhenan},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  year={2024},
}

      
Delving Deep into Pixel Alignment Feature for Accurate Multi-view Human Mesh Recovery
Delving Deep into Pixel Alignment Feature for Accurate Multi-view Human Mesh Recovery
Kai Jia, Hongwen Zhang, Liang An, Yebin Liu
AAAI Conference on Artificial Intelligence (AAAI), 2023
project page / paper / code / bibtex
@inproceedings{jia2023delving,
  title={Delving Deep into Pixel Alignment Feature for Accurate Multi-view Human Mesh Recovery},
  author={Jia, Kai and Zhang, Hongwen and An, Liang and Liu, Yebin},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  year={2023},
}

      
Interacting Attention Graph for Single Image Two-Hand Reconstruction
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
project page / paper / code / bibtex /
@inproceedings{li2022interacting,
  title={Interacting Attention Graph for Single Image Two-Hand Reconstruction},
  author={Li, Mengcheng and An, Liang and Zhang, Hongwen and Wu, Lianpeng and Chen, Feng and Yu, Tao and Liu, Yebin},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year={2022}
}

      
PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop
PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop
Hongwen Zhang*, Yating Tian*, Xinchi Zhou, Wanli Ouyang, Yebin Liu, Limin Wang, Zhenan Sun
IEEE International Conference on Computer Vision (ICCV), 2021 ☆ Oral Paper
project page / paper / code / video / bibtex /
@inproceedings{pymaf2021,
  title={PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop},
  author={Zhang, Hongwen and Tian, Yating and Zhou, Xinchi and Ouyang, Wanli and Liu, Yebin and Wang, Limin and Sun, Zhenan},
  booktitle={Proceedings of the IEEE International Conference on Computer Vision},
  year={2021}
}

      
DaNet: Decompose-and-aggregate Network for 3D Human Shape and Pose Estimation
DaNet: Decompose-and-aggregate Network for 3D Human Shape and Pose Estimation
Hongwen Zhang et al.
ACM International Conference on Multimedia (MM), 2019
part-based method for human mesh recovery
paper / code / bibtex
@inproceedings{zhang2019danet,
  title={DaNet: Decompose-and-aggregate Network for 3D Human Shape and Pose Estimation},
  author={Zhang, Hongwen and Cao, Jie and Lu, Guo and Ouyang, Wanli and Sun, Zhenan},
  booktitle={Proceedings of the 27th ACM International Conference on Multimedia},
  pages={935--944},
  year={2019},
  organization={ACM}
}

      
Adversarial Learning Semantic Volume for 2D/3D Face Shape Regression in the Wild
Adversarial Learning Semantic Volume for 2D/3D Face Shape Regression in the Wild
Hongwen Zhang et al.
IEEE Transactions on Image Processing (TIP), 2019
paper / code / bibtex
@article{zhang2019adversarial,
  title={Adversarial Learning Semantic Volume for 2D/3D Face Shape Regression in the Wild},
  author={Zhang, Hongwen and Li, Qi and Sun, Zhenan},
  journal={IEEE Transactions on Image Processing},
  volume={28},
  number={9},
  pages={4526--4540},
  year={2019},
  publisher={IEEE}
}

      
Combining Data-driven and Model-driven Methods for Robust Facial Landmark Detection
Combining Data-driven and Model-driven Methods for Robust Facial Landmark Detection
Hongwen Zhang et al.
IEEE Transactions on Information Forensics and Security (TIFS), 2018
paper / code / bibtex
@article{zhang2018combining,
  title={Combining data-driven and model-driven methods for robust facial landmark detection},
  author={Zhang, Hongwen and Li, Qi and Sun, Zhenan and Liu, Yunfan},
  journal={IEEE Transactions on Information Forensics and Security},
  volume={13},
  number={10},
  pages={2409--2422},
  year={2018},
  publisher={IEEE}
}

      

🚩 Motion Understanding and Generation

Lodge++: High-Quality and Long Dance Generation with Robust Choreography Patterns
Lodge++: High-Quality and Long Dance Generation with Robust Choreography Patterns
Ronghui Li, Hongwen Zhang, Yachao Zhang, Yuxiang Zhang, Youliang Zhang, Jie Guo, Yan Zhang, Xiu Li, Yebin Liu
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
project page / paper
ManiDext: Hand-Object Manipulation Synthesis via Continuous Correspondence Embeddings and Residual-Guided Diffusion
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
project page / paper
SViMo: Synchronized Diffusion for Video and Motion Generation in Hand-object Interaction Scenarios
SViMo: Synchronized Diffusion for Video and Motion Generation in Hand-object Interaction Scenarios
Lingwei Dang, Ruizhi Shao, Hongwen Zhang, Wei Min, Yebin Liu, Qingyao Wu
Neural Information Processing Systems (NeurIPS), 2025
EDMG: Towards Efficient Long Dance Motion Generation with Fundamental Movements from Dance Genres
EDMG: Towards Efficient Long Dance Motion Generation with Fundamental Movements from Dance Genres
Jinming Zhang, Yunlian Sun, Hongwen Zhang, Jinhui Tang
ACM International Conference on Multimedia (MM), 2025
HOSIG: Full-Body Human-Object-Scene Interaction Generation with Hierarchical Scene Perception
HOSIG: Full-Body Human-Object-Scene Interaction Generation with Hierarchical Scene Perception
Wei Yao, Yunlian Sun, Hongwen Zhang, Yebin Liu, Jinhui Tang
AAAI Conference on Artificial Intelligence (AAAI), 2025
Lodge: A Coarse to Fine Diffusion Network for Long Dance Generation guided by the Characteristic Dance Primitives
Lodge: A Coarse to Fine Diffusion Network for Long Dance Generation guided by the Characteristic Dance Primitives
Ronghui Li, Yuxiang Zhang, Yachao Zhang, Hongwen Zhang, Jie Guo, Yan Zhang, Yebin Liu, Xiu Li
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
project page / code / bibtex
@inproceedings{li2024lodge,
  title={Lodge: A coarse to fine diffusion network for long dance generation guided by the characteristic dance primitives},
  author={Li, Ronghui and Zhang, YuXiang and Zhang, Yachao and Zhang, Hongwen and Guo, Jie and Zhang, Yan and Liu, Yebin and Li, Xiu},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year={2024}
}

      
Narrator: Towards Natural Control of Human-Scene Interaction Generation via Relationship Reasoning
Narrator: Towards Natural Control of Human-Scene Interaction Generation via Relationship Reasoning
Haibiao Xuan, Xiongzheng Li, Jinsong Zhang, Hongwen Zhang, Yebin Liu, Kun Li
IEEE International Conference on Computer Vision (ICCV), 2023
project page / paper / code / bibtex
@InProceedings{xuan2023narrator,
  title={Narrator: Towards Natural Control of Human-Scene Interaction Generation via Relationship Reasoning},
  author={Xuan, Haibiao and Li, Xiongzheng and Zhang, Jinsong and Zhang, Hongwen and Liu, Yebin and Li, Kun},
  booktitle={IEEE International Conference on Computer Vision},
  year={2023}
}

      

🚩 Clothed Human Reconstruction/Rendering

LayGA: Layered Gaussian Avatars for Animatable Clothing Transfer
LayGA: Layered Gaussian Avatars for Animatable Clothing Transfer
Siyou Lin, Zhe Li, Zhaoqi Su, Zerong Zheng, Hongwen Zhang, Yebin Liu
SIGGRAPH Conference Proceedings (SIGGRAPH), 2024
project page
Leveraging Intrinsic Properties for Non-Rigid Garment Alignment
Leveraging Intrinsic Properties for Non-Rigid Garment Alignment
Siyou Lin, Boyao Zhou, Zerong Zheng, Hongwen Zhang, Yebin Liu
IEEE International Conference on Computer Vision (ICCV), 2023
project page / paper / code / bibtex
@InProceedings{lin2023leveraging,
  title={Leveraging Intrinsic Properties for Non-Rigid Garment Alignment},
  author={Lin, Siyou and Zhou, Boyao and Zheng, Zerong and Zhang, Hongwen and Liu, Yebin},
  booktitle={IEEE International Conference on Computer Vision},
  year={2023}
}

      
CaPhy: Capturing Physical Properties for Animatable Human Avatars
CaPhy: Capturing Physical Properties for Animatable Human Avatars
Zhaoqi Su, Liangxiao Hu, Siyou Lin, Hongwen Zhang, Shengping Zhang, Justus Thies, Yebin Liu
IEEE International Conference on Computer Vision (ICCV), 2023
project page / paper / bibtex
@InProceedings{su2023caphy,
  title={CaPhy: Capturing Physical Properties for Animatable Human Avatars},
  author={Su, Zhaoqi and Hu, Liangxiao and Lin, Siyou and Zhang, Hongwen and Zhang, Shengping and Thies, Justus and Liu, Yebin},
  booktitle={IEEE International Conference on Computer Vision},
  year={2023}
}

      
Tensor4D: Efficient Neural 4D Decomposition for High-fidelity Dynamic Reconstruction and Rendering
Tensor4D: Efficient Neural 4D Decomposition for High-fidelity Dynamic Reconstruction and Rendering
Ruizhi Shao, Zerong Zheng, Hanzhang Tu, Boning Liu, Hongwen Zhang, Yebin Liu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
project page / paper / code / bibtex
@inproceedings{shao2023tensor4d,
  title={Tensor4D: Efficient Neural 4D Decomposition for High-fidelity Dynamic Reconstruction and Rendering},
  author={Shao, Ruizhi and Zheng, Zerong and Tu, Hanzhang and Liu, Boning and Zhang, Hongwen and Liu, Yebin},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year={2023}
}

      
FloRen: Real-time High-quality Human Performance Rendering via Appearance Flow Using Sparse RGB Cameras
FloRen: Real-time High-quality Human Performance Rendering via Appearance Flow Using Sparse RGB Cameras
Ruizhi Shao, Liliang Chen, Zerong Zheng, Hongwen Zhang, Yuxiang Zhang, Han Huang, Yandong Guo, Yebin Liu
SIGGRAPH Asia Conference Papers, 2022
project page / paper / bibtex
@inproceedings{shao2022floren,
  title={FloRen: Real-time High-quality Human Performance Rendering via Appearance Flow Using Sparse RGB Cameras},
  author={Shao, Ruizhi and Chen, Liliang and Zheng, Zerong and Zhang, Hongwen and Zhang, Yuxiang and Huang, Han and Guo, Yandong and Liu, Yebin},
  booktitle={SIGGRAPH Asia Conference Papers},
  year={2022}
}

      
DiffuStereo: High Quality Human Reconstruction via Diffusion-based Stereo Using Sparse Cameras
DiffuStereo: High Quality Human Reconstruction via Diffusion-based Stereo Using Sparse Cameras
Ruizhi Shao, Zerong Zheng, Hongwen Zhang, Jingxiang Sun, Yebin Liu
European Conference on Computer Vision (ECCV), 2022 ☆ Oral Paper
project page / paper / code / bibtex
@inproceedings{shao2022diffusionstereo,
  title={DiffuStereo: High Quality Human Reconstruction via Diffusion-based Stereo Using Sparse Cameras},
  author={Shao, Ruizhi and Zheng, Zerong and Zhang, Hongwen and Sun, Jingxiang and Liu, Yebin},
  booktitle={European Conference on Computer Vision},
  year={2022}
}

      
DoubleField: Bridging the Neural Surface and Radiance Fields for High-fidelity Human Reconstruction and Rendering
DoubleField: Bridging the Neural Surface and Radiance Fields for High-fidelity Human Reconstruction and Rendering
Ruizhi Shao, Hongwen Zhang, He Zhang, Mingjia Chen, Yanpei Cao, Tao Yu, Yebin Liu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
project page / paper / code / bibtex
@inproceedings{shao2022doublefield,
  title={DoubleField: Bridging the Neural Surface and Radiance Fields for High-fidelity Human Reconstruction and Rendering},
  author={Shao, Ruizhi and Zhang, Hongwen and Zhang, He and Chen, Mingjia and Cao, Yanpei and Yu, Tao and Liu, Yebin},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year={2022}
}

      

🚩 Animatable Avatar

Stereo-Talker: Audio-driven 3D Human Synthesis with Prior-Guided Mixture-of-Experts
Stereo-Talker: Audio-driven 3D Human Synthesis with Prior-Guided Mixture-of-Experts
Xiang Deng, Youxin Pang, Xiaochen Zhao, Chao Xu, Lizhen Wang, Hongjiang Xiao, Shi Yan, Hongwen Zhang, Yebin Liu
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
HHAvatar: Gaussian Head Avatar with Dynamic Hairs
HHAvatar: Gaussian Head Avatar with Dynamic Hairs
Zhanfeng Liao*, Yuelang Xu*, Zhe Li, Qijing Li, Boyao Zhou, Ruifeng Bai, Di Xu, Hongwen Zhang, Yebin Liu
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
project page / paper
HFM-GS: Half-Face Mapping 3DGS Avatar Based Real-Time HMD Removal
HFM-GS: Half-Face Mapping 3DGS Avatar Based Real-Time HMD Removal
Kangyu Wang, Jian Wu, Runze Fan, Hongwen Zhang, Sio Kei Im, Lili Wang
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2025
HADES: Human Avatar with Dynamic Explicit Hair Strands
HADES: Human Avatar with Dynamic Explicit Hair Strands
Zhanfeng Liao, Hanzhang Tu, Cheng Peng, Hongwen Zhang, Boyao Zhou, Yebin Liu
IEEE International Conference on Computer Vision (ICCV), 2025
LayGA: Layered Gaussian Avatars for Animatable Clothing Transfer
LayGA: Layered Gaussian Avatars for Animatable Clothing Transfer
Siyou Lin, Zhe Li, Zhaoqi Su, Zerong Zheng, Hongwen Zhang, Yebin Liu
SIGGRAPH Conference Proceedings (SIGGRAPH), 2024
project page
GaussianAvatar: Towards Realistic Human Avatar Modeling from a Single Video via Animatable 3D Gaussians
GaussianAvatar: Towards Realistic Human Avatar Modeling from a Single Video via Animatable 3D Gaussians
Liangxiao Hu, Hongwen Zhang, Yuxiang Zhang, Boyao Zhou, Boning Liu, Shengping Zhang, Liqiang Nie
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
project page / paper / code / bibtex
@inproceedings{hu2024gaussianavatar,
  title={GaussianAvatar: Towards Realistic Human Avatar Modeling from a Single Video via Animatable 3D Gaussians},
  author={Hu, Liangxiao and Zhang, Hongwen and Zhang, Yuxiang and Zhou, Boyao and Liu, Boning and Zhang, Shengping and Nie, Liqiang},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year={2024}
}

      
Gaussian Head Avatar: Ultra High-fidelity Head Avatar via Dynamic Gaussians
Gaussian Head Avatar: Ultra High-fidelity Head Avatar via Dynamic Gaussians
Yuelang Xu, Benwang Chen, Zhe Li, Hongwen Zhang, Lizhen Wang, Zerong Zheng, Yebin Liu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
project page / code
HumanNorm: Learning Normal Diffusion Model for High-quality and Realistic 3D Human Generation
HumanNorm: Learning Normal Diffusion Model for High-quality and Realistic 3D Human Generation
Xin Huang, Ruizhi Shao, Qi Zhang, Hongwen Zhang, Ying Feng, Yebin Liu, Qing Wang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
project page / code
HAvatar: High-fidelity Head Avatar via Facial Model Conditioned Neural Radiance Field
HAvatar: High-fidelity Head Avatar via Facial Model Conditioned Neural Radiance Field
Xiaochen Zhao, Lizhen Wang, Jingxiang Sun, Hongwen Zhang, Jinli Suo, Yebin Liu
ACM Transactions on Graphics (TOG), 2023
project page / paper / bibtex
@article{zhao2023havatar,
  title={HAvatar: High-fidelity Head Avatar via Facial Model Conditioned Neural Radiance Field},
  author={Zhao, Xiaochen and Wang, Lizhen and Sun, Jingxiang and Zhang, Hongwen and Suo, Jinli and Liu, Yebin},
  journal={ACM Transactions on Graphics (TOG)},
  year={2023},
}

      
CaPhy: Capturing Physical Properties for Animatable Human Avatars
CaPhy: Capturing Physical Properties for Animatable Human Avatars
Zhaoqi Su, Liangxiao Hu, Siyou Lin, Hongwen Zhang, Shengping Zhang, Justus Thies, Yebin Liu
IEEE International Conference on Computer Vision (ICCV), 2023
project page / paper / bibtex
@InProceedings{su2023caphy,
  title={CaPhy: Capturing Physical Properties for Animatable Human Avatars},
  author={Su, Zhaoqi and Hu, Liangxiao and Lin, Siyou and Zhang, Hongwen and Zhang, Shengping and Thies, Justus and Liu, Yebin},
  booktitle={IEEE International Conference on Computer Vision},
  year={2023}
}

      
AvatarReX: Real-time Expressive Full-body Avatars
AvatarReX: Real-time Expressive Full-body Avatars
Zerong Zheng, Xiaochen Zhao, Hongwen Zhang, Boning Liu, Yebin Liu
ACM Transactions on Graphics, SIGGRAPH Journal Track (TOG), 2023
project page / paper / bibtex
@article{zheng2023avatarrex,
  title={AvatarReX: Real-time Expressive Full-body Avatars},
  author={Zheng, Zerong and Zhao, Xiaochen and Zhang, Hongwen and Liu, Boning and Liu, Yebin},
  journal={ACM Transactions on Graphics (TOG)},
  volume={42},
  number={4},
  year={2023},
}

      
LatentAvatar: Learning Latent Expression Code for Expressive Neural Head Avatar
LatentAvatar: Learning Latent Expression Code for Expressive Neural Head Avatar
Yuelang Xu, Hongwen Zhang, Lizhen Wang, Xiaochen Zhao, Han Huang, Guojun Qi, Yebin Liu
SIGGRAPH Conference Proceedings (SIGGRAPH), 2023
project page / paper / code / bibtex
@InProceedings{xu2023latentavatar,
  title={LatentAvatar: Learning Latent Expression Code for Expressive Neural Head Avatar},
  author={Xu, Yuelang and Zhang, Hongwen and Wang, Lizhen and Zhao, Xiaochen and Han, Huang and Guojun, Qi and Liu, Yebin},
  booktitle={ACM SIGGRAPH 2023 Conference Proceedings},
  year={2023}
}

      
AvatarMAV: Fast 3D Head Avatar Reconstruction Using Motion-Aware Neural Voxels
AvatarMAV: Fast 3D Head Avatar Reconstruction Using Motion-Aware Neural Voxels
Yuelang Xu, Lizhen Wang, Xiaochen Zhao, Hongwen Zhang, Yebin Liu
SIGGRAPH Conference Proceedings (SIGGRAPH), 2023
project page / paper / code / bibtex
@InProceedings{xu2023avatarmav,
  title={AvatarMAV: Fast 3D Head Avatar Reconstruction Using Motion-Aware Neural Voxels},
  author={Xu, Yuelang and Wang, Lizhen and Zhao, Xiaochen and Zhang, Hongwen and Liu, Yebin},
  booktitle={ACM SIGGRAPH 2023 Conference Proceedings},
  year={2023}
}

      
StyleAvatar: Real-time Photo-realistic Portrait Avatar from a Single Video
StyleAvatar: Real-time Photo-realistic Portrait Avatar from a Single Video
Lizhen Wang, Xiaochen Zhao, Jingxiang Sun, Yuxiang Zhang, Hongwen Zhang, Tao Yu, Yebin Liu
SIGGRAPH Conference Proceedings (SIGGRAPH), 2023
project page / paper / code / bibtex
@inproceedings{wang2023styleavatar,
  title={StyleAvatar: Real-time Photo-realistic Portrait Avatar from a Single Video},
  author={Wang, Lizhen and Zhao, Xiaochen and Sun, Jingxiang and Zhang, Yuxiang and Zhang, Hongwen and Yu, Tao and Liu, Yebin},
  booktitle={ACM SIGGRAPH 2023 Conference Proceedings},
  year={2023}
}

      
CloSET: Modeling Clothed Humans on Continuous Surface with Explicit Template Decomposition
CloSET: Modeling Clothed Humans on Continuous Surface with Explicit Template Decomposition
Hongwen Zhang, Siyou Lin, Ruizhi Shao, Yuxiang Zhang, Zerong Zheng, Han Huang, Yandong Guo, Yebin Liu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
project page / paper / code / bibtex
@inproceedings{zhang2023closet,
  title={CloSET: Modeling Clothed Humans on Continuous Surface with Explicit Template Decomposition},
  author={Zhang, Hongwen and Lin, Siyou and Shao, Ruizhi and Zhang, Yuxiang and Zheng, Zerong and Huang, Han and Guo, Yandong and Liu, Yebin},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year={2023}
}

      
Tensor4D: Efficient Neural 4D Decomposition for High-fidelity Dynamic Reconstruction and Rendering
Tensor4D: Efficient Neural 4D Decomposition for High-fidelity Dynamic Reconstruction and Rendering
Ruizhi Shao, Zerong Zheng, Hanzhang Tu, Boning Liu, Hongwen Zhang, Yebin Liu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
project page / paper / code / bibtex
@inproceedings{shao2023tensor4d,
  title={Tensor4D: Efficient Neural 4D Decomposition for High-fidelity Dynamic Reconstruction and Rendering},
  author={Shao, Ruizhi and Zheng, Zerong and Tu, Hanzhang and Liu, Boning and Zhang, Hongwen and Liu, Yebin},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year={2023}
}

      
Next3D: Generative Neural Texture Rasterization for 3D-Aware Head Avatars
Next3D: Generative Neural Texture Rasterization for 3D-Aware Head Avatars
Jingxiang Sun, Xuan Wang, Lizhen Wang, Xiaoyu Li, Yong Zhang, Hongwen Zhang, Yebin Liu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
project page / paper / code / bibtex
@inproceedings{sun2023next3d,
  title={Next3D: Generative Neural Texture Rasterization for 3D-Aware Head Avatars},
  author={Sun, Jingxiang and Wang, Xuan and Wang, Lizhen and Li, Xiaoyu and Zhang, Yong and Zhang, Hongwen and Liu, Yebin},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year={2023}
}

      
Learning Implicit Templates for Point-Based Clothed Human Modeling
Learning Implicit Templates for Point-Based Clothed Human Modeling
Siyou Lin, Hongwen Zhang, Zerong Zheng, Ruizhi Shao, Yebin Liu
European Conference on Computer Vision (ECCV), 2022
project page / paper / code / bibtex
@inproceedings{lin2022fite,
  title={Learning Implicit Templates for Point-Based Clothed Human Modeling},
  author={Lin, Siyou and Zhang, Hongwen and Zheng, Zerong and Shao, Ruizhi and Liu, Yebin},
  booktitle={European Conference on Computer Vision},
  year={2022}
}

      
AvatarCap: Animatable Avatar Conditioned Monocular Human Volumetric Capture
AvatarCap: Animatable Avatar Conditioned Monocular Human Volumetric Capture
Zhe Li, Zerong Zheng, Hongwen Zhang, Chaonan Ji, Yebin Liu
European Conference on Computer Vision (ECCV), 2022
project page / paper / code / bibtex
@inproceedings{li2022avatarcap,
  title={AvatarCap: Animatable Avatar Conditioned Monocular Human Volumetric Capture},
  author={Li, Zhe and Zheng, Zerong and Zhang, Hongwen and Ji, Chaonan and Liu, Yebin},
  booktitle={European Conference on Computer Vision},
  year={2022},
}

      
Structured Local Radiance Fields for Human Avatar Modeling
Structured Local Radiance Fields for Human Avatar Modeling
Zerong Zheng, Han Huang, Tao Yu, Hongwen Zhang, Yandong Guo, Yebin Liu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
project page / paper / code / bibtex
@inproceedings{zheng2022structured,
  title={Structured Local Radiance Fields for Human Avatar Modeling},
  author={Zheng, Zerong and Huang, Han and Yu, Tao and Zhang, Hongwen and Guo, Yandong and Liu, Yebin},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year={2022}
}

      

Click to View the Full List of Publications

Click to Load More Publications
Click to Load More Publications on Clothed Human/Avatar Modeling

🎖️ Honor & Awards

WorldTopScientists

Stanford University’s List of “World’s Top 2% Scientists”
斯坦福全球前2%顶尖科学家榜单, by Stanford & Elsevier

优博证书

中国科学院优秀博士学位论文, CAS Outstanding Doctoral Dissertation
授予单位: 中国科学院, Awarded by the Chinese Academy of Sciences (CAS)

📑 Academic Services

Technical Papers Committee for SIGGRAPH (Asia)

🌏 Collaborators

I have been fortunately advised by and working with:
Prof. Yebin Liu 刘烨斌 (Tsinghua University),
Prof. Zhenan Sun 孙哲南 (Institute of Automation, CAS),
Prof. Wanli Ouyang 欧阳万里 (Shanghai AI Lab),
and More.