基本信息

• 职称：副教授（博士生导师、硕士生导师）

• 联系方式：https://zhanghongwen.cn/email

• 个人网页：https://zhanghongwen.cn

教育背景

• 2015.9—2021.7  中国科学院自动化研究所   博士

• 2019.2—2020.3   澳大利亚·悉尼大学    访问学生

• 2011.9—2015.7    华南理工大学        学士

工作经历

• 2023.10—今     北京师范大学    副教授

• 2021.9—2023.10    清华大学     博士后

研究领域

• 人工智能、计算机视觉、计算机图形学；

• 主要从事以人为中心的三维视觉研究，尤其是三维数字人体的动捕、重建、驱动与生成等研究。

  （欢迎北师大校内外学生联系实习、申请硕士/博士研究生）

主要学术成果

截止2024年，已发表CCF-A类论文30余篇，TPAMI(3篇)、TOG(2篇)、CVPR(14篇)、SIGGRAPH(5篇)、ICCV(5篇)、ECCV(5篇)，顶会口头报告/亮点论文7篇。

最新成果详见个人主页：https://zhanghongwen.cn

期刊论文

• Hongwen Zhang, Yating Tian, Yuxiang Zhang, Mengcheng Li, Liang An, Zhenan Sun, Yebin Liu. PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images, IEEE TPAMI 2023

• Yating Tian*, Hongwen Zhang*, Yebin Liu, Limin Wang. Recovering 3D Human Mesh from Monocular Images: A Survey. IEEE TPAMI 2023 (* 共一综述)

• Zerong Zheng, Xiaochen Zhao, Hongwen Zhang, Boning Liu, Yebin Liu. AvatarReX: Real-time Expressive Full-body Avatar. ACM TOG (SIGGRAPH) 2023

• Xiaochen Zhao, Lizhen Wang, Jingxiang Sun, Hongwen Zhang, Jinli Suo, Yebin Liu. HAvatar: High-fidelity Head Avatar via Facial Model Conditioned Neural Radiance Field. ACM TOG 2023

• Hongwen Zhang, Jie Cao, Guo Lu, Wanli Ouyang, Zhenan Sun. Learning 3D Human Shape and Pose from Dense Body Parts. IEEE TPAMI 2020

• Jie Cao, Yibo Hu, Hongwen Zhang, Ran He, Zhenan Sun. Towards High Fidelity Face Frontalization in the Wild. IJCV 2020

• Hongwen Zhang et al. Adversarial Learning Semantic Volume for 2D/3D Face Shape Regression in the Wild. IEEE TIP (CCF-A) 2019

• Hongwen Zhang et al. Combining Data-driven and Model-driven Methods for Robust Facial Landmark Detection. IEEE TIFS (CCF-A) 2018

会议论文

• Siyou Lin, Zhe Li, Zhaoqi Su, Zerong Zheng, Hongwen Zhang, Yebin Liu. LayGA: Layered Gaussian Avatars for Animatable Clothing Transfer. SIGGRAPH Conference Proceedings, 2024

• Yuxiang Zhang, Hongwen Zhang, Liangxiao Hu, Jiajun Zhang, Hongwei Yi, Shengping Zhang, Yebin Liu. ProxyCap: Real-time Monocular Full-body Capture in World Space via Human-Centric Proxy-to-Motion Learning. CVPR 2024

• Mengcheng Li, Hongwen Zhang, Yuxiang Zhang, Ruizhi Shao, Tao Yu, Yebin Liu. HHMR: Holistic Hand Mesh Recovery by Enhancing the Multimodal Controllability of Graph Diffusion Models. CVPR 2024 Highligh Paper

• Liangxiao Hu, Hongwen Zhang, Yuxiang Zhang, Boyao Zhou, Boning Liu, Shengping Zhang, Liqiang Nie.GaussianAvatar: Towards Realistic Human Avatar Modeling from a Single Video via Animatable 3D Gaussians. CVPR 2024

• Yuelang Xu, Benwang Chen, Zhe Li, Hongwen Zhang, Lizhen Wang, Zerong Zheng, Yebin Liu. Gaussian Head Avatar: Ultra High-fidelity Head Avatar via Dynamic Gaussians. CVPR 2024

• Ruizhi Shao, Jingxiang Sun, Cheng Peng, Zerong Zheng, Boyao Zhou, Hongwen Zhang, Yebin Liu. Control4D: Efficient 4D Portrait Editing with Text. CVPR 2024

• Xin Huang, Ruizhi Shao, Qi Zhang, Hongwen Zhang, Ying Feng, Yebin Liu, Qing Wang. HumanNorm: Learning Normal Diffusion Model for High-quality and Realistic 3D Human Generation. CVPR 2024

• Ronghui Li, Yuxiang Zhang, Yachao Zhang, Hongwen Zhang, Jie Guo, Yan Zhang, Yebin Liu, Xiu Li. Lodge: A Coarse to Fine Diffusion Network for Long Dance Generation guided by the Characteristic Dance Primitives. CVPR 202

• Siyou Lin, Boyao Zhou, Zerong Zheng, Hongwen Zhang, Yebin Liu. Leveraging Intrinsic Properties for Non-Rigid Garment Alignment. ICCV 2023

• Zhaoqi Su, Liangxiao Hu, Siyou Lin, Hongwen Zhang, Shengping Zhang, Justus Thies, Yebin Liu. CaPhy: Capturing Physical Properties for Animatable Human Avatars. ICCV 2023

• Haibiao Xuan, Xiongzheng Li, Jinsong Zhang, Hongwen Zhang, Yebin Liu, Kun Li. Narrator: Towards Natural Control of Human-Scene Interaction Generation via Relationship Reasoning. ICCV 2023

• Hongwen Zhang, Siyou Lin, Ruizhi Shao, Yuxiang Zhang, Zerong Zheng, Han Huang, Yandong Guo, Yebin Liu. CloSET: Modeling Clothed Humans on Continuous Surface with Explicit Template Decomposition. CVPR 2023

• Ruizhi Shao, Zerong Zheng, Hanzhang Tu, Boning Liu, Hongwen Zhang, Yebin Liu. Tensor4D: Efficient Neural 4D Decomposition for High-fidelity Dynamic Reconstruction and Rendering. CVPR 2023 Highligh ≈ Oral Paper

• Jingxiang Sun, Xuan Wang, Lizhen Wang, Xiaoyu Li, Yong Zhang, Hongwen Zhang, Yebin Liu. Next3D: Generative Neural Texture Rasterization for 3D-Aware Head Avatars. CVPR 2023 Highligh ≈ Oral Paper

• Yuelang Xu, Hongwen Zhang, Lizhen Wang, Xiaochen Zhao, Han Huang, Guojun Qi, Yebin Liu. LatentAvatar: Learning Latent Expression Code for Expressive Neural Head Avatar. SIGGRAPH, 2023

• Yuelang Xu, Lizhen Wang, Xiaochen Zhao, Hongwen Zhang, Yebin Liu. AvatarMAV: Fast 3D Head Avatar Reconstruction Using Motion-Aware Neural Voxels, SIGGRAPH 2023

• Lizhen Wang, Xiaochen Zhao, Jingxiang Sun, Yuxiang Zhang, Hongwen Zhang, Tao Yu, Yebin Liu. StyleAvatar: Real-time Photo-realistic Neural Portrait Avatar from a Single Video, SIGGRAPH 2023

• Kai Jia, Hongwen Zhang, Liang An, Yebin Liu. Delving Deep into Pixel Alignment Feature for Accurate Multi-view Human Mesh Recovery. AAAI 2023

• Mengcheng Li, Liang An, Hongwen Zhang, Lianpeng Wu, Feng Chen, Tao Yu, Yebin Liu. Interacting Attention Graph for Single Image Two-Hand Reconstruction. CVPR 2022 Oral Paper

• Ruizhi Shao, Hongwen Zhang, He Zhang, Mingjia Chen, Yanpei Cao, Tao Yu, Yebin Liu. DoubleField: Bridging the Neural Surface and Radiance Fields for High-fidelity Human Reconstruction and Rendering. CVPR 2022

• Zerong Zheng, Han Huang, Tao Yu, Hongwen Zhang, Yandong Guo, Yebin Liu. Structured Local Radiance Fields for Human Avatar Modeling. CVPR 2022

• Ruizhi Shao, Zerong Zheng, Hongwen Zhang, Jingxiang Sun, Yebin Liu. DiffuStereo: High Quality Human Reconstruction via Diffusion-based Stereo Using Sparse Cameras. ECCV 2022 Oral Paper

• Siyou Lin, Hongwen Zhang, Zerong Zheng, Ruizhi Shao, Yebin Liu. Learning Implicit Templates for Point-Based Clothed Human Modeling. ECCV 2022

• Zhe Li, Zerong Zheng, Hongwen Zhang, Chaonan Ji, Yebin Liu. AvatarCap: Animatable Avatar Conditioned Monocular Human Volumetric Capture. ECCV 2022

• Ruizhi Shao, Liliang Chen, Zerong Zheng, Hongwen Zhang, Yuxiang Zhang, Han Huang, Yandong Guo, Yebin Liu. FloRen: Real-time High-quality Human Performance Rendering via Appearance Flow Using Sparse RGB Cameras. SIGGRAPH Asia 2022

• Hongwen Zhang*, Yating Tian*, Xinchi Zhou, Wanli Ouyang, Yebin Liu, Limin Wang, Zhenan Sun. PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop. ICCV 2021 Oral Paper

• Yuanzheng Ci, Chen Lin, Ming Sun, Boyu Chen, Hongwen Zhang, Wanli Ouyang. Evolving Search Space for Neural Architecture Search. ICCV 2021

• Ziyu Liu, Hongwen Zhang, Zhenghao Chen, Zhiyong Wang, Wanli Ouyang. Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition. CVPR 2020 Oral Paper

• Dongzhan Zhou, Xinchi Zhou, Hongwen Zhang, Shuai Yi, Wanli Ouyang. Cheaper Pre-training Lunch: An Efficient Paradigm for Object Detection. ECCV 2020

• Xinzhu Ma, Shinan Liu, Zhiyi Xia, Hongwen Zhang, Xingyu Zeng, Wanli Ouyang. Rethinking Pseudo-LiDAR Representation. ECCV 2020

• Hongwen Zhang et al. DaNet: Decompose-and-aggregate Network for 3D Human Shape and Pose Estimation. ACMMM 2019

荣誉与奖励

• 2022年 中国科学院优秀博士学位论文

• 2021年 中国科学院院长奖

学术与社会服务

• 中国图象图形学学会三维视觉专委会委员

• 期刊审稿人：TPAMI、IJCV、TIP、TVCG、TNNLS、TCSVT、TMM、CVIU等

• 会议审稿人：CVPR、ICCV、ECCV、NeurIPS、ICLR、3DV、CHI等

招生说明

• 招收硕士/博士研究生；

• 研究方向：三维视觉、图形学、虚拟现实、具身智能；

• 欢迎通过邮件/微信了解咨询，请尽可能提前线下/远程实习。

• 详见：https://zhanghongwen.cn