📄 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/录用或在投(需附上论文PDF)
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

📚 Research

[Sort by Topic] [Full List] [Code List]

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

🎉  1 paper accepted to SIGGRAPH 2024

🎉  7 papers accepted to CVPR 2024

🚩 Preprints

🚩 2025

  • Ronghui Li, Hongwen Zhang, Yachao Zhang, Yuxiang Zhang, Youliang Zhang, Jie Guo, Yan Zhang, Xiu Li, Yebin Liu
    Lodge++: High-quality and Long Dance Generation with Vivid Choreography Patterns
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 [CCF-A]
    [Project Page] [Paper]
  • Xiang Deng, Youxin Pang, Xiaochen Zhao, Chao Xu, Lizhen Wang, Hongjiang Xiao, Shi Yan, Hongwen Zhang, Yebin Liu
    Stereo-Talker: Audio-driven 3D Human Synthesis with Prior-Guided Mixture-of-Experts
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 [CCF-A]
    [Paper]
  • Zhanfeng Liao*, Yuelang Xu*, Zhe Li, Qijing Li, Boyao Zhou, Ruifeng Bai, Di Xu, Hongwen Zhang, Yebin Liu
    HHAvatar: Gaussian Head Avatar with Dynamic Hairs
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 [CCF-A]
    [Project Page] [Paper]
  • Jiajun Zhang, Yuxiang Zhang, Hongwen Zhang, Xiao Zhou, Boyao Zhou, Ruizhi Shao, Zonghai Hu, Yebin Liu
    Ins-HOI: Instance Aware Human-Object Interactions Recovery
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 [CCF-A]
    [Project Page] [Paper] [Dataset]
  • Jiajun Zhang, Yuxiang Zhang, Liang An, Mengcheng Li, Hongwen Zhang, Zonghai Hu, Yebin Liu
    ManiDext: Hand-Object Manipulation Synthesis via Continuous Correspondence Embeddings and Residual-Guided Diffusion
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 [CCF-A]
    [Project Page] [Paper]
  • Kangyu Wang, Jian Wu, Runze Fan, Hongwen Zhang, Sio Kei Im, Lili Wang
    HFM-GS: Half-Face Mapping 3DGS Avatar Based Real-Time HMD Removal
    IEEE Transactions on Visualization and Computer Graphics (TVCG), 2025 [CCF-A]
    [Paper]
  • Lingwei Dang, Ruizhi Shao, Hongwen Zhang, Wei Min, Yebin Liu, Qingyao Wu
    SViMo: Synchronized Diffusion for Video and Motion Generation in Hand-object Interaction Scenarios
    Neural Information Processing Systems (NeurIPS), 2025 [CCF-A]
    [Paper]
  • Zhanfeng Liao, Hanzhang Tu, Cheng Peng, Hongwen Zhang, Boyao Zhou, Yebin Liu
    HADES: Human Avatar with Dynamic Explicit Hair Strands
    IEEE International Conference on Computer Vision (ICCV), 2025 [CCF-A]
    [Paper]
  • Youxin Pang, Ruizhi Shao, Jiajun Zhang, Hanzhang Tu, Yun Liu, Boyao Zhou, Hongwen Zhang, Yebin Liu
    ManiVideo: Generating Hand-Object Manipulation Video with Dexterous and Generalizable Grasping
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025 [CCF-A]☆ Highlight Paper
    [Project Page] [Paper]
  • Jinming Zhang, Yunlian Sun, Hongwen Zhang, Jinhui Tang
    EDMG: Towards Efficient Long Dance Motion Generation with Fundamental Movements from Dance Genres
    ACM International Conference on Multimedia (MM), 2025 [CCF-A]
    [Paper]
  • Wei Yao, Yunlian Sun, Hongwen Zhang, Yebin Liu, Jinhui Tang
    HOSIG: Full-Body Human-Object-Scene Interaction Generation with Hierarchical Scene Perception
    AAAI Conference on Artificial Intelligence (AAAI), 2025 [CCF-A]
    [Paper]
  • 🚩 2024

    image

    LayGA: Layered Gaussian Avatars for Animatable Clothing Transfer
    Siyou Lin, Zhe Li, Zhaoqi Su, Zerong Zheng, Hongwen Zhang, Yebin Liu
    SIGGRAPH Conference Proceedings, 2024
    project page / pdf / bibtex

    @InProceedings{lin2024layga,
      itle={LayGA: Layered Gaussian Avatars for Animatable Clothing Transfer},
      author={Lin, Siyou and Li, Zhe and Su, Zhaoqi and Zheng, Zerong and Zhang, Hongwen and Liu, Yebin},
      booktitle={ACM SIGGRAPH 2024 Conference Proceedings},
      year={2024}
    }
    
    image

    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 / pdf / 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}
    }
    
    image

    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 / pdf / 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}
    }
    
    image

    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 / pdf / 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}
    }
    
    image

    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 / pdf / code / bibtex

    coming
    
    image

    Control4D: Efficient 4D Portrait Editing with Text
    Ruizhi Shao, Jingxiang Sun, Cheng Peng, Zerong Zheng, Boyao Zhou, Hongwen Zhang, Yebin Liu
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
    project page / pdf / bibtex

    coming
    
    image

    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 / pdf / code / bibtex

    coming
    
    image

    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 / pdf / 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}
    }
    
    image

    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 / pdf / 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},
    }
    

    🚩 2023

    image

    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 / pdf / 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},
    }
    
    image

    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 / pdf / 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}
    }
    
    image

    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 / pdf / 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}
    }
    
    image

    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 / pdf / 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}
    }
    
    image

    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
    * co-first authors
    project page / pdf / updated: v6 / 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}
    }
    
    image

    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 / pdf / video / code / 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}
    }
        
    image

    AvatarReX: Real-time Expressive Full-body Avatars
    Zerong Zheng, Xiaochen Zhao, Hongwen Zhang, Boning Liu, Yebin Liu
    ACM Transactions on Graphics (TOG), 2023
    SIGGRAPH Journal Track
    project page / pdf / 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},
    }
    
    image

    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, 2023
    project page / pdf / 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}
    }
    
    image

    AvatarMAV: Fast 3D Head Avatar Reconstruction Using Motion-Aware Neural Voxels
    Yuelang Xu, Lizhen Wang, Xiaochen Zhao, Hongwen Zhang, Yebin Liu
    SIGGRAPH Conference Proceedings, 2023
    project page / pdf / 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}
    }
    
    image

    StyleAvatar: Real-time Photo-realistic Portrait Avatar from a Single Video
    Lizhen Wang, Xiaochen Zhao, Jingxiang Sun, Yuxiang Zhang, Hongwen Zhang, Tao Yu, and Yebin Liu.Yebin Liu
    SIGGRAPH Conference Proceedings, 2023
    project page / pdf / 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}
    }
    
    image

    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 / pdf / code (coming) / dataset (available) / 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}
    }
    
    image

    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 ☆ Highlight
    project page / pdf / 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}
    }
        
    image

    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 ☆ Highlight
    project page / pdf / 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}
    }
    
    image

    ManVatar: Fast 3D Head Avatar Reconstruction Using Motion-Aware Neural Voxels
    Yuelang Xu, Lizhen Wang, Xiaochen Zhao, Hongwen Zhang, Yebin Liu
    arXiv, 2022
    project page / pdf / bibtex

    @article{xu2022manvatar,
      title={ManVatar: 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},
      journal={arXiv preprint arXiv:2211.13206},
      year={2022}
    }
    
    image

    Real-time Sparse-view Multi-person Total Motion Capture
    Yuxiang Zhang, Zeping Ren, Liang An, Hongwen Zhang, Tao Yu, Yebin Liu
    project page / bibtex

    coming
        
    image

    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 / pdf / 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},
    }
        

    🚩 2022

    image

    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 Proceedings, 2022
    project page / pdf / 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},
      year={2022}
    }
        
    image

    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 / pdf / 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}
    }
        
    image

    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 / pdf / 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}
    }
        
    image

    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 / pdf / 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},
    }
        
    image

    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 / pdf / 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}
    }
        
    image

    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 / pdf / 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}
    }
        
    image

    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 / pdf / data / 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}
    }
        

    🚩 2021 & Before

    image

    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
    * Equal contribution
    project page / pdf / 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}
    }
        
    image

    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 / pdf / 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},
    }
        
    image

    Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition
    Ziyu Liu, Hongwen Zhang, Zhenghao Chen, Zhiyong Wang, Wanli Ouyang
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020 ☆ Oral Paper
    pdf / presentation / code / bibtex

    @inproceedings{liu2020disentangling,
      title={Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition},
      author={Liu, Ziyu and Zhang, Hongwen and Chen, Zhenghao and Wang, Zhiyong and Ouyang, Wanli},
      booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
      year={2020},
    }
        
    image

    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
    project page / pdf / 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}
    }
        
    image

    Adversarial Learning Semantic Volume for 2D/3D Face Shape Regression in the Wild
    Hongwen Zhang et al.
    IEEE Transactions on Image Processing (JCR-Q1, CCF-A), 2019
    pdf / code (☆ Stars: 150+) / 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}
    }
        
    image

    Combining Data-driven and Model-driven Methods for Robust Facial Landmark Detection
    Hongwen Zhang et al.
    IEEE Transactions on Information Forensics and Security (JCR-Q1, CCF-A), 2018
    pdf / 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}
    }
        

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    🎖️ Honor & Award

    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

    Reviewer for Journals: TPAMI, IJCV, TIP, TVCG, TNNLS, TMM, TCSVT, CVIU, etc.
    Reviewer for Conferences: CVPR, ICCV, ECCV, SIGGRAPH, NeurIPS, ICLR, ICML, 3DV, etc.

    🌏 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.




    .