Prof. Youyi Zheng

About Me

Welcome to my academic homepage. I am a ZJU100 Young Professor (tenure-track) at Zhejiang University, specializing in AI and Computer Graphics. I am also the founder of CHOHOTECH.

Publications

• L. Li & Y. Li & Y. Weng & Y. Zheng & K. Zhou (2025). "RGBAvatar: Reduced Gaussian Blendshapes for Online Modeling of Head Avatars." IEEE CVPR.
• R. A. Rosu, K. Wu, Y. Feng, Y. Zheng, M. J. Black. (2025). "DiffLocks: Reconstructing 3D Hair from a Single Image using Diffusion Models." IEEE CVPR.
• H. Ren, L. Sun, X. Wang, P. Zhou, Z. Wu, S. Dong, D. Zou, Y. Zheng, Y. Yang (2025). "Optimization-Biased Hypernetworks for Generalizable Policy Generation." ICLR.
• H. Jin & Y. Shen & J. Lou & K. Zhou & Y. Zheng (2025). "TSRNet: A Dual-stream Network for Refining 3D Tooth Segmentation." IEEE Trans. Vis. Comput. Graph..
• J. Ma & J. Lou & H. Ye & W. Yu & X. Chen & K. Zhou & Y. Zheng (2025). "Neural Orthodontic Staging: Predicting Teeth Movements with a Transformer." IEEE Trans. Vis. Comput. Graph..
• L. Yu & Z. Ren & Y. Zheng & X. Chen & K. Zhou (2025). "Shape Adaptation for 3D Hairstyle Retargeting." IEEE Trans. Vis. Comput. Graph..
• Z. Tang & J. Geng & Y. Weng & Y. Zheng & K. Zhou (2025). "Single-View 3D Hair Modeling with Clumping Optimization." IEEE Trans. Vis. Comput. Graph..
• X. Song & C. Liu & Y. Zheng & Z. Feng & L. Li & K. Zhou & X. Yu. (2024). "HairStyle Editing via Parametric Controllable Strokes." IEEE Trans. Vis. Comput. Graph..
• Z. Shi & Z. Meng & R. Chen & Y. Feng & Z. Zhao & J. Hao & B. Fang & Z. Liu & and Y. Zheng (2024). "LETA: Tooth Alignment Prediction Based on Dual-branch Latent Encoding."IEEE Trans. Vis. Comput. Graph..
• P. Xu & B. Ruan & Y. Zheng & H. Huang. (2024). "Sketchformer++: A Hierarchical Transformer Architecture for Vector Sketch Representation." CVM.
• K. Wu & L. Yang & Z. Kuang & Y. Feng & X. Han & Y. Shen & H. Fu & K. Zhou & Y. Zheng. (2024). "MonoHair: High-Fidelity Hair Modeling from a Monocular Video." IEEE CVPR (Oral).
• Y. Chen & S. Dong & X. Wang & L. Cai & Y. Zheng & Y. Yang. (2024). "SG-NeRF: Neural Surface Reconstruction with Scene Graph Optimization." ECCV (70).
• X. Wang & S. Dong & Y. Zheng & Y. Yang. (2024). "InfoNorm: Mutual Information Shaping of Normals for Sparse-View Reconstruction." ECCV (70).
• H. Jin & Y. Shen & J. Lou & K. Zhou & Y. Zheng. (2024). "KeypointDETR: An End-to-End 3D Keypoint Detector." ECCV (74).
• J. Liu & Y. Zheng & K. Zhou. (2024). "Virtual Agent Positioning Driven by Personal Characteristics." ACM Multimedia.
• Z. Kuang & Y. Yang & S. Dong & J. Ma & H. Fu & Y. Zheng. (2024). "OLAT Gaussians for Generic Relightable Appearance Acquisition." SIGGRAPH Asia.
• J. Liu & J. Lou & Y. Zheng & K. Zhou. (2024). "Automatic Indoor Lighting Generation Driven by Human Activity Learned from Virtual Experience." IEEE VR.
• B. Chen & Y. Shen & Q. Shuai & X. Zhou & K. Zhou & Y. Zheng. (2024). "AniDress: Animatable Loose-Dressed Avatar from Sparse Views Using Garment Rigging Model." CoRR.
• B. Chen & Y. Shen & H. Fu & X. Chen & K. Zhou & Y. Zheng. (2023). "NeuralReshaper: single-image human-body retouching with deep neural networks." Sci. China Inf. Sci..
• Y. Shen & S. Saito & Z. Wang & O. Maury & C. Wu & J. Hodgins & Y. Zheng & G. Nam. (2023). "CT2Hair: High-Fidelity 3D Hair Modeling using Computed Tomography." ACM Trans. Graph..
• Y. Zheng & B. Chen & Y. Shen & K. Shen. (2023). "TeethGNN: Semantic 3D Teeth Segmentation With Graph Neural Networks." IEEE Trans. Vis. Comput. Graph..
• B. Chen & H. Fu & K. Zhou & Y. Zheng. (2023). "OrthoAligner: Image-Based Teeth Alignment Prediction via Latent Style Manipulation." IEEE Trans. Vis. Comput. Graph..
• B. Zhu & Y. Yang & X. Wang & Y. Zheng & L. Guibas. (2023). "VDN-NeRF: Resolving Shape-Radiance Ambiguity via View-Dependence Normalization." IEEE CVPR.
• Y. Shen & Y. Yang & Y. Zheng & C. Liu & L. Guibas. (2022). "DCL: Differential Contrastive Learning for Geometry-Aware Depth Synthesis." IEEE Robotics Autom. Lett..
• Y. Shen & H. Fu & Z. Du & X. Chen & E. Burnaev & D. Zorin & K. Zhou & Y. Zheng. (2022). "GCN-Denoiser: Mesh Denoising with Graph Convolutional Networks." ACM Trans. Graph..
• J. Qin & Y. Zheng & K. Zhou. (2022). "Motion In-Betweening via Two-Stage Transformers." ACM Trans. Graph..
• Z. Yang & B. Chen & Y. Zheng & X. Chen & K. Zhou. (2022). "Human Bas-Relief Generation From a Single Photograph." IEEE Trans. Vis. Comput. Graph..
• K. Wu & Y. Ye & L. Yang & H. Fu & K. Zhou & Y. Zheng. (2022). "NeuralHDHair: Automatic High-fidelity Hair Modeling from a Single Image Using Implicit Neural Representations." IEEE CVPR.
• Y. Shen & Y. Yang & M. Yan & H. Wang & Y. Zheng & L. Guibas. (2022). "Domain Adaptation on Point Clouds via Geometry-Aware Implicits." IEEE CVPR.
• H. Ren & Y. Yang & H. Wang & B. Shen & Q. Fan & Y. Zheng & C. Liu & L. Guibas. (2022). "ADeLA: Automatic Dense Labeling with Attention for Viewpoint Shift in Semantic Segmentation." IEEE CVPR (Oral).
• Z. Kuang & Y. Chen & H. Fu & K. Zhou & Y. Zheng. (2022). "DeepMVSHair: Deep Hair Modeling from Sparse Views." SIGGRAPH Asia.
• M. Gazdieva & O. Voynov & A. Artemov & Y. Zheng & L. Velho & E. Burnaev. (2022). "Can We Use Neural Regularization to Solve Depth Super-resolution?" VISIGRAPP (4: VISAPP).
• J. Hao & J. Liu & J. Li & W. Pan & R. Chen & H. Xiong & K. Sun & H. Lin & W. Liu & W. Ding & J. Yang & H. Hu & Y. Zhang & Y. Feng & Z. Zhao & H. Wu & Y. Zheng & B. Fang & Z. Liu & Z. Zhao. (2022). "AI-enabled Automatic Multimodal Fusion of Cone-Beam CT and Intraoral Scans for Intelligent 3D Tooth-Bone Reconstruction and Clinical Applications." CoRR.
• F. Shen & J. Liu & H. Li & B. Fang & C. Ma & J. Hao & Y. Feng & Y. Zheng. (2022). "OrthoGAN: High-Precision Image Generation for Teeth Orthodontic Visualization." CoRR.
• K. Wu & L. Yang & H. Fu & Y. Zheng. (2021). "iHairRecolorer: deep image-to-video hair color transfer." Sci. China Inf. Sci..
• D. Yu & L. Li & Y. Zheng & M. Lau & Y. Song & C. Tai & H. Fu. (2021). "SketchDesc: Learning Local Sketch Descriptors for Multi-View Correspondence." IEEE Trans. Circuits Syst. Video Technol..
• L. Yang & J. Zhuang & H. Fu & X. Wei & K. Zhou & Y. Zheng. (2021). "SketchGNN: Semantic Sketch Segmentation with Graph Neural Networks." ACM Trans. Graph..
• C. Xiao & D. Yu & X. Han & Y. Zheng & H. Fu. (2021). "SketchHairSalon: deep sketch-based hair image synthesis." ACM Trans. Graph..
• Y. Shen & C. Zhang & H. Fu & K. Zhou & Y. Zheng. (2021). "DeepSketchHair: Deep Sketch-Based 3D Hair Modeling." IEEE Trans. Vis. Comput. Graph..
• L. Li & C. Zou & Y. Zheng & Q. Su & H. Fu & C. Tai. (2021). "Sketch-R2CNN: An RNN-Rasterization-CNN Architecture for Vector Sketch Recognition." IEEE Trans. Vis. Comput. Graph..
• M. Gazdieva & O. Voynov & A. Artemov & Y. Zheng & L. Velho & E. Burnaev. (2021). "Can We Use Neural Regularization to Solve Depth Super-Resolution?" CoRR.
• L. Yang & Z. Shi & Y. Wu & X. Li & K. Zhou & H. Fu & Y. Zheng. (2020). "iOrthoPredictor: model-guided deep prediction of teeth alignment." ACM Trans. Graph..
• X. Chen & Y. Li & X. Luo & T. Shao & J. Yu & K. Zhou & Y. Zheng. (2020). "AutoSweep: Recovering 3D Editable Objects from a Single Photograph." IEEE Trans. Vis. Comput. Graph..
• V. Egiazarian & S. Ignatyev & A. Artemov & O. Voynov & A. Kravchenko & Y. Zheng & L. Velho & E. Burnaev. (2020). "Latent-space Laplacian Pyramids for Adversarial Representation Learning with 3D Point Clouds." VISIGRAPP (4: VISAPP).
• P. Song & Y. Zheng & J. Jia & Y. Gao. (2019). "Web3D-based automatic furniture layout system using recursive case-based reasoning and floor field." Multim. Tools Appl..
• L. Liu & Y. Zheng & D. Tang & Y. Yuan & C. Fan & K. Zhou. (2019). "NeuroSkinning: automatic skin binding for production characters with deep graph networks." ACM Trans. Graph..
• L. Yang & Z. Shi & Y. Zheng & K. Zhou. (2019). "Dynamic hair modeling from monocular videos using deep neural networks." ACM Trans. Graph..
• X. Xu & C. Liu & Y. Zheng. (2019). "3D Tooth Segmentation and Labeling Using Deep Convolutional Neural Networks." IEEE Trans. Vis. Comput. Graph..
• P. Xu & H. Fu & Y. Zheng & K. Singh & H. Huang & C. Tai. (2019). "Model-Guided 3D Sketching." IEEE Trans. Vis. Comput. Graph..
• M. Zhang & Y. Zheng. (2019). "Hair-GAN: Recovering 3D hair structure from a single image using generative adversarial networks." Vis. Informatics.
• L. Yang & L. Yang & M. Zhao & Y. Zheng. (2018). "Controlling Stroke Size in Fast Style Transfer with Recurrent Convolutional Neural Network." Comput. Graph. Forum.
• M. Lin & T. Shao & Y. Zheng & Z. Ren & Y. Weng & Y. Yang. (2018). "Automatic Mechanism Modeling from a Single Image with CNNs." Comput. Graph. Forum.
• M. Zhang & P. Wu & H. Wu & Y. Weng & Y. Zheng & K. Zhou. (2018). "Modeling hair from an RGB-D camera." ACM Trans. Graph..
• J. Geng & T. Shao & Y. Zheng & Y. Weng & K. Zhou. (2018). "Warp-guided GANs for single-photo facial animation." ACM Trans. Graph..
• M. Lin & T. Shao & Y. Zheng & N. Mitra & K. Zhou. (2018). "Recovering Functional Mechanical Assemblies from Raw Scans." IEEE Trans. Vis. Comput. Graph..
• X. Wei & S. Qiu & L. Zhu & R. Feng & Y. Tian & J. Xi & Y. Zheng. (2018). "Toward Support-Free 3D Printing: A Skeletal Approach for Partitioning Models." IEEE Trans. Vis. Comput. Graph..
• W. Wang & X. Luo & L. Lu & Y. Zheng. (2018). "iHDViewer: A Visualization Tool for Tracking HD." BigComp.
• W. Wang & Y. Li & F. Wang & X. Liu & Y. Zheng. (2018). "Using Visualization to improve Clustering Analysis on Heterogeneous Information Network." IV.
• P. Song & Y. Zheng & J. Jia. (2017). "Web3d Learning Platform of Furniture Layout Based on Case-Based Reasoning and Distance Field." Edutainment.
• Y. Li & X. Luo & Y. Zheng & P. Xu & H. Fu. (2017). "SweepCanvas: Sketch-based 3D Prototyping on an RGB-D Image." UIST.
• S. Du & Y. Zheng. (2017). "Recovering 3D Planar Arrangements from Videos." CoRR.
• Y. Zheng & H. Liu & J. Dorsey & N. Mitra. (2016). "SmartCanvas: Context-inferred Interpretation of Sketches for Preparatory Design Studies." Comput. Graph. Forum.
• Y. Rong & Y. Zheng & T. Shao & Y. Yang & K. Zhou. (2016). "An interactive approach for functional prototype recovery from a single RGBD image." Comput. Vis. Media.
• Y. Zheng & H. Liu & J. Dorsey & N. Mitra. (2016). "Ergonomics-Inspired Reshaping and Exploration of Collections of Models." IEEE Trans. Vis. Comput. Graph..
• R. Hu & O. Kaick & Y. Zheng & M. Savva. (2016). "SIGGRAPH Asia 2016: course notes directions in shape analysis towards functionality." SIGGRAPH ASIA Courses.
• Y. Zheng & D. Cohen-Or & M. Averkiou & N. Mitra. (2014). "Recurring part arrangements in shape collections." Comput. Graph. Forum.
• M. Averkiou & V. Kim & Y. Zheng & N. Mitra. (2014). "ShapeSynth: Parameterizing model collections for coupled shape exploration and synthesis." Comput. Graph. Forum.
• D. Ceylan & N. Mitra & Y. Zheng & M. Pauly. (2014). "Coupled structure-from-motion and 3D symmetry detection for urban facades." ACM Trans. Graph..
• T. Shao & Á. Monszpart & Y. Zheng & B. Koo & W. Xu & K. Zhou & N. Mitra. (2014). "Imagining the unseen: stability-based cuboid arrangements for scene understanding." ACM Trans. Graph..
• Y. Zheng & D. Cohen-Or & N. Mitra. (2013). "Smart Variations: Functional Substructures for Part Compatibility." Comput. Graph. Forum.
• Y. Zheng & C. Tai & E. Zhang & P. Xu. (2013). "Pairwise Harmonics for Shape Analysis." IEEE Trans. Vis. Comput. Graph..
• Y. Zheng & X. Chen & M. Cheng & K. Zhou & S. Hu & N. Mitra. (2012). "Interactive images: cuboid proxies for smart image manipulation." ACM Trans. Graph..
• O. Au & Y. Zheng & M. Chen & P. Xu & C. Tai. (2012). "Mesh Segmentation with Concavity-Aware Fields." IEEE Trans. Vis. Comput. Graph..
• Y. Zheng & C. Tai & O. Au. (2012). "Dot Scissor: A Single-Click Interface for Mesh Segmentation." IEEE Trans. Vis. Comput. Graph..
• Y. Zheng & H. Fu & D. Cohen-Or & O. Au & C. Tai. (2011). "Component-wise Controllers for Structure-Preserving Shape Manipulation." Comput. Graph. Forum.
• Y. Zheng & H. Fu & O. Au & C. Tai. (2011). "Bilateral Normal Filtering for Mesh Denoising." IEEE Trans. Vis. Comput. Graph..
• Y. Zheng & C. Tai. (2010). "Mesh Decomposition with Cross-Boundary Brushes." Comput. Graph. Forum.
• O. Au & C. Tai & D. Cohen-Or & Y. Zheng & H. Fu. (2010). "Electors Voting for Fast Automatic Shape Correspondence." Comput. Graph. Forum.

Research Team

Meet the amazing students and collaborators working with me.

• Zhiyi Kuang - PhD Student, Neural Modeling
• Keyu Wu - PhD Student, Hair Modeling
• Hanxiang Ren - PhD Student, AI
• Bingfan Zhu - PhD Student, Neural Modeling
• Jiaxin Wu - PhD Student, Neural Modeling
• Jingjing Liu - PhD Student, 3D Lighting
• Hairong Jin - PhD Student, Geometry Computing
• Huiyue Feng - PhD Student, Neural Modeling
• Yuchu Wu - PhD Student, Geometry Computing
• Yidong Zhang - PhD Student, Neural Modeling
• Teng Wu - PhD Student, Neural Modeling
• Xulong Wang - Master Student, Neural Modeling
• Jiayue Ma - Master Student, Digital Dentistry
• Yican Dong - Master Student, Hair Modeling
• Peng Yan - Master Student, Neural Modeling
• Xutao Han - Master Student, Neural Modeling
• Changxin Huang - Master Student, Digital Architecture
• Yifan Ye - Master Student, Neural Modeling
• Sunyi Wang - Master Student, Neural Modeling
• Kaibo Shi - Master Student, Geometry Computing
• Jiachen Guo - Master Student, Neural Modeling
• Leyang Zhang - Master Student, 3D Generation

Alumni

• Lingchen Yang - Mater Student, PhD of ETH, now at Meta
• Yuefan Shen - PhD Student, now at LightSpeed Studios, Tecent
• Beijia Chen - PhD Student, now at Huawei
• Xin Chen - Master Student @ShanghaiTech, now at ByteDance, U.S.
• Yuwei Li - Master Student@ShanghaiTech, now at Mihoyo
• Lumin Yang - Master Student, now at Mihoyo
• Zhongshuo Du - Master Student, now at Mihoyo
• Jiajie Zhuang - Master Student, now at Mihoyo
• Junlin Yin - Master Student, now at Unity
• Yiyang Chen - Master Student, now at Jump Trading
• Zefeng Shi - Master Student, now at Verisilicon
• Changgeng Zhang - Master Student, now at Tecent
• Xiaojie Xu - Master Student@Shanghaitech, now at Netease
• Qian He - Master Student@Shanghaitech, now at Style3D

Contact

Email: youyizheng at zju.edu.cn

Office: Room 428, Mengminwei Bld., State Key Lab of CAD&CG, Zhejiang University