张鸿文
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
个人简介
张鸿文，米乐mile官方网站副教授，博士生导师。主要从事虚拟数字人和人形智能体的运动捕捉、化身重建、具身交互与行为生成等研究，发表TPAMI/TOG/CVPR/ICCV/SIGGRAPH等CCF-A类顶刊顶会论文50余篇，包含口头报告/亮点论文7篇，Google Scholar引用量6000余次，一作提出的动捕系列开源算法累计获GitHub星标上千次，主持承担国家重点研发计划子课题、中国计算机学会-联想蓝海科学家基金等科研项目，入选或获评中国科学院院长奖、中国科学院优秀博士论文、中国科协青年人才托举工程、斯坦福全球前2%顶尖科学家榜单等。
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 米乐mile官方网站 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、虚拟现实、具身智能；
主要从事三维视觉与具身运动智能研究，尤其是虚拟数字人和人形智能体的运动捕捉、化身重建、具身交互与行为生成等。
（欢迎北师大校内外学生联系实习、申请硕士/博士研究生）
荣誉奖励
斯坦福全球Top 2%科学家
中国科协青年人才托举工程
中国科学院优秀博士学位论文
中国科学院院长奖
科研项目
中国计算机学会-联想蓝海科学家基金，40万，负责人，在研
国家重点研发计划子课题，90万，负责人，在研
中国科协青年人才托举工程项目，30万，负责人，在研
中国人工智能学会-联想蓝天科研基金，30万，负责人，结题
国家重点研发计划，2700万，项目骨干，结题
科技部科技创新2030重大项目课题，602万，项目骨干，结题
学术成果
截止2026年，已发表CCF-A类论文50余篇，TPAMI(8篇)、TOG(2篇)、CVPR(17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
Ying Chai*, Litao Deng*, Ruizhi Shao, Jiajun Zhang, Liangjun Xing, Hongwen Zhang, Yebin Liu. GAF: Gaussian Action Field as a Dynamic World Model for Robotic Manipulation, IEEE International Conference on Robotics & Automation (ICRA), 2026
Yihang Li, Hailin Ji, Yiran Zhang, Yanhong Luo, Xiaoyan Hu, and Hongwen Zhang. PhysicsHap: A Modular Haptic Interaction Framework for Enhancing Student Learning in Immersive Virtual Physics Experiments, IEEE Transactions on Visualization and Computer Graphics (TVCG) [CCF-A], 2026
Hailin Ji, Yihang Li, Yiran Zhang, Hongwen Zhang, Xiaoyan Hu, and Yanhong Luo. MomentumTouch: How Consistent Haptic Feedback Empowers VR Embodied Learning through Cognitive Resource Reconstruction, ACM CHI Conference on Human Factors in Computing Systems (CHI) [CCF-A], 2026
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 Robust Choreography Patterns, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) [CCF-A], 2025
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) [CCF-A], 2025
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) [CCF-A], 2025
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) [CCF-A], 2025
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) [CCF-A], 2025
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) [CCF-A], 2025
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) [CCF-A], 2025
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) [CCF-A], 2025
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) [CCF-A, ☆ Highlight Paper], 2025
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) [CCF-A], 2025
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) [CCF-A], 2025
Siyou Lin, Zhe Li, Zhaoqi Su, Zerong Zheng, Hongwen Zhang, Yebin Liu. LayGA: Layered Gaussian Avatars for Animatable Clothing Transfer, SIGGRAPH Conference Proceedings (SIGGRAPH) [CCF-A], 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, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [CCF-A], 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, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [CCF-A, ☆ Highlight Paper], 2024
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, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [CCF-A], 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, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [CCF-A], 2024
Ruizhi Shao, Jingxiang Sun, Cheng Peng, Zerong Zheng, Boyao Zhou, Hongwen Zhang, Yebin Liu. Control4D: Efficient 4D Portrait Editing with Text, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [CCF-A], 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, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [CCF-A], 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, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [CCF-A], 2024
Junxing Hu, Hongwen Zhang, Zerui Chen, Mengcheng Li, Yunlong Wang, Yebin Liu, Zhenan Sun. Learning Explicit Contact for Implicit Reconstruction of Hand-held Objects from Monocular Images, AAAI Conference on Artificial Intelligence (AAAI) [CCF-A], 2024
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 Transactions on Graphics (TOG) [CCF-A], 2023
Siyou Lin, Boyao Zhou, Zerong Zheng, Hongwen Zhang, Yebin Liu. Leveraging Intrinsic Properties for Non-Rigid Garment Alignment, IEEE International Conference on Computer Vision (ICCV) [CCF-A], 2023
Zhaoqi Su, Liangxiao Hu, Siyou Lin, Hongwen Zhang, Shengping Zhang, Justus Thies, Yebin Liu. CaPhy: Capturing Physical Properties for Animatable Human Avatars, IEEE International Conference on Computer Vision (ICCV) [CCF-A], 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, IEEE International Conference on Computer Vision (ICCV) [CCF-A], 2023
Yating Tian*, Hongwen Zhang*, Yebin Liu, Limin Wang. Recovering 3D Human Mesh from Monocular Images: A Survey, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) [CCF-A], 2023
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 Transactions on Pattern Analysis and Machine Intelligence (TPAMI) [CCF-A], 2023
Zerong Zheng, Xiaochen Zhao, Hongwen Zhang, Boning Liu, Yebin Liu. AvatarReX: Real-time Expressive Full-body Avatars, ACM Transactions on Graphics, SIGGRAPH Journal Track (TOG) [CCF-A], 2023
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 Conference Proceedings (SIGGRAPH) [CCF-A], 2023
Yuelang Xu, Lizhen Wang, Xiaochen Zhao, Hongwen Zhang, Yebin Liu. AvatarMAV: Fast 3D Head Avatar Reconstruction Using Motion-Aware Neural Voxels, SIGGRAPH Conference Proceedings (SIGGRAPH) [CCF-A], 2023
Lizhen Wang, Xiaochen Zhao, Jingxiang Sun, Yuxiang Zhang, Hongwen Zhang, Tao Yu, Yebin Liu. StyleAvatar: Real-time Photo-realistic Portrait Avatar from a Single Video, SIGGRAPH Conference Proceedings (SIGGRAPH) [CCF-A], 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, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [CCF-A], 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, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [CCF-A], 2023
Jingxiang Sun, Xuan Wang, Lizhen Wang, Xiaoyu Li, Yong Zhang, Hongwen Zhang, Yebin Liu. Next3D: Generative Neural Texture Rasterization for 3D-Aware Head Avatars, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [CCF-A], 2023
Junxing Hu, Hongwen Zhang, Yunlong Wang, Min Ren, Zhenan Sun. Personalized Graph Generation for Monocular 3D Human Pose and Shape Estimation, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023
Kai Jia, Hongwen Zhang, Liang An, Yebin Liu. Delving Deep into Pixel Alignment Feature for Accurate Multi-view Human Mesh Recovery, AAAI Conference on Artificial Intelligence (AAAI) [CCF-A], 2023
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 Conference Papers, 2022
Ruizhi Shao, Zerong Zheng, Hongwen Zhang, Jingxiang Sun, Yebin Liu. DiffuStereo: High Quality Human Reconstruction via Diffusion-based Stereo Using Sparse Cameras, European Conference on Computer Vision (ECCV) [☆ Oral Paper], 2022
Siyou Lin, Hongwen Zhang, Zerong Zheng, Ruizhi Shao, Yebin Liu. Learning Implicit Templates for Point-Based Clothed Human Modeling, European Conference on Computer Vision (ECCV), 2022
Zhe Li, Zerong Zheng, Hongwen Zhang, Chaonan Ji, Yebin Liu. AvatarCap: Animatable Avatar Conditioned Monocular Human Volumetric Capture, European Conference on Computer Vision (ECCV), 2022
Mengcheng Li, Liang An, Hongwen Zhang, Lianpeng Wu, Feng Chen, Tao Yu, Yebin Liu. Interacting Attention Graph for Single Image Two-Hand Reconstruction, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [CCF-A, ☆ Oral Paper], 2022
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, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [CCF-A], 2022
Zerong Zheng, Han Huang, Tao Yu, Hongwen Zhang, Yandong Guo, Yebin Liu. Structured Local Radiance Fields for Human Avatar Modeling, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [CCF-A], 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, IEEE International Conference on Computer Vision (ICCV) [CCF-A, ☆ Oral Paper], 2021
Yuanzheng Ci, Chen Lin, Ming Sun, Boyu Chen, Hongwen Zhang, Wanli Ouyang. Evolving Search Space for Neural Architecture Search, IEEE International Conference on Computer Vision (ICCV) [CCF-A], 2021
Hongwen Zhang, Jie Cao, Guo Lu, Wanli Ouyang, Zhenan Sun. Learning 3D Human Shape and Pose from Dense Body Parts, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) [CCF-A], 2020
Dongzhan Zhou*, Xinchi Zhou*, Hongwen Zhang, Shuai Yi, Wanli Ouyang. Cheaper Pre-training Lunch: An Efficient Paradigm for Object Detection, European Conference on Computer Vision (ECCV), 2020
Xinzhu Ma, Shinan Liu, Zhiyi Xia, Hongwen Zhang, Xingyu Zeng, Wanli Ouyang. Rethinking Pseudo-LiDAR Representation, European Conference on Computer Vision (ECCV), 2020
Ziyu Liu, Hongwen Zhang, Zhenghao Chen, Zhiyong Wang, Wanli Ouyang. Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [CCF-A, ☆ Oral Paper], 2020
Jie Cao, Yibo Hu, Hongwen Zhang, Ran He, Zhenan Sun. Towards High Fidelity Face Frontalization in the Wild, International Journal of Computer Vision (IJCV) [CCF-A], 2020
Hongwen Zhang et al.. DaNet: Decompose-and-aggregate Network for 3D Human Shape and Pose Estimation, ACM International Conference on Multimedia (MM) [CCF-A], 2019
Hongwen Zhang et al.. Adversarial Learning Semantic Volume for 2D/3D Face Shape Regression in the Wild, IEEE Transactions on Image Processing (TIP) [CCF-A], 2019
Jie Cao et al.. Learning a High Fidelity Pose Invariant Model for High-resolution Face Frontalization, Advances in Neural Information Processing Systems (NeurIPS) [CCF-A], 2018
Hongwen Zhang et al.. Joint Voxel and Coordinate Regression for Accurate 3D Facial Landmark Localization, International Conference on Pattern Recognition (ICPR), 2018
Hongwen Zhang et al.. Combining Data-driven and Model-driven Methods for Robust Facial Landmark Detection, IEEE Transactions on Information Forensics and Security (TIFS) [CCF-A], 2018
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、虚拟数字人与人形智能体；
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