Research Interests

My research interests fall into the general areas of visual computing. I'm particularly interested in the problems which require geometric analysis and computation. I have applied geometric approaches to a wide spectrum of engineering fields, including computer graphics, computer-aided design, multimedia, wireless sensor networking, and medical imaging.

Selected Publications (Since 2006)

Monograph

• M. Jin, X. Gu, Y. He. and Y. Wang. Conformal Geometry: Computational Algorithms and Engineering Applications, Springer, 2018.

Journal papers

• K. Yu, B. Wang, X. Chen, Y. He and J. Chen. Minimal Surface-guided Higher-order Mesh Generation for CAD Models, Computer-Aided Design, Vol. 178, 103810, 2025.
• J. Wang, Z. Lyu, B. Fei, J. Yao, Y. Zhang, B. Dai, D. Lin, Y. He, and Y. Wang. SLIDE: A Unified Mesh and Texture Generation Framework with Enhanced Geometric Control and Multi-View Consistency, International Journal of Computer Vision, accepted, 2024.
• J. Li, Z. Wen, L. Zhang, J. Hu, F. Hou, Z. Zhang and Y. He. GS-Octree: Octree-based 3D Gaussian Splatting for Robust Object-level 3D Reconstruction Under Strong Lighting, Computer Graphics Forum (Proceedings of Pacific Graphics '24), 2024.
• J. Wang, X. Lu, M. Wang, F. Hou, and Y. He. Learning Implicit Fields for Point Cloud Filtering, IEEE Transactions on Visualization and Computer Graphics, accepted, 2024.
• L. Ma, Y. He, J. Zheng, Y. Zhou, S. Xin, C. Zhang, and W. Wang. Computing Smooth and Integrable Cross Fields via Iterative Singularity Adjustment, IEEE Transactions on Visualization and Computer Graphics, accepted, 2024.
• B. Fei, T. Luo, W. Yang, L. Liu, R. Zhang, and Y. He. Curriculumformer: Taming Curriculum Pre-training for Enhanced 3D Point Cloud Understanding, IEEE Transactions on Neural Networks and Learning Systems, accepted, 2024.
• G. Wei, L. Ma, Y. Zhou, C. Wang, J. Zheng, and Y. He. Design and Optimization of Self-supporting Surfaces with Arch Beams, IEEE Transactions on Visualization and Computer Graphics, accepted, 2024.
• B. Fei, J. Xu, R. Zhang, Q. Zhou, W. Yang, and Y. He. 3D Gaussian Splatting as New Era: A Survey, IEEE Transactions on Visualization and Computer Graphics, accepted, 2024.
• H. Xiao, Y. He, H. Liu, W. Kang, and Y. Li. Point Cloud Completion via Self-Projected View Augmentation and Implicit Field Constraint, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 34, No. 11, pp. 11564-11578, 2024.
• W. Liu, P. Wang, S. Chen, S. Xin, C. Tu, Y. He, and W. Wang. Towards Geodesic Ridge Curve for Region-wise Linear Representation of Geodesic Distance Field, Computer-Aided Geometric Design, Vol. 111, 2024.
• J. Li, L. Zhang, J. Hu, Z. Zhang, H. Sun, G. Song, and Y. He. Real-Time Volume Rendering with Octree-Based Implicit Surface Representation, Computer-Aided Geometric Design, Vol. 111, 2024.
• J. Hu, Y. He, B. Xu, S. Wang, N. Lei, Z. Luo. IF-TONIR: Iteration-free Topology Optimization based on Implicit Neural Representations, Computer-Aided Design, Vol. 167, 2024.
• Z. Liu, S. Zhan, Y. Zhao, Y. Liu, R. Chen, and Y. He. PCDNF: Revisiting Learning-based Point Cloud Denoising via Joint Normal Filtering, IEEE Transactions on Visualization and Computer Graphics, Vol. 30, No. 8, pp. 5419 - 5436, 2024
• J. Hu, S. Wang, Y. He, Z. Luo, N. Lei and L. Liu. A Parametric Design Method for Engraving Patterns on Thin Shells, IEEE Transactions on Visualization and Computer Graphics, Vol. 30, No. 7, pp. 3719 - 3730, 2024.
• F. Hou, X. Chen, W. Wang, H. Qin and Y. He. Robust Zero Level-Set Extraction from Unsigned Distance Fields Based on Double Covering, ACM Transactions on Graphics (Proceedings of ACM SIGGRAPH Asia '23), Vol. 42, No. 12, Article No. 247, 2023.
• R. Chen, P. Qiu, P. Song, B. Deng, Z. Wang, and Y. He. Masonry Shell Structures with Discrete Equivalence Classes, ACM Transactions on Graphics (Proceedings of ACM SIGGRAPH '23), Vol. 42, No. 4, Article No. 115, 2023.
• Y. Qian, J. Hou, Q. Zhang, Y. Zeng, S. Kwong, and Y. He. Task-Oriented Compact Representation of 3D Point Clouds via a Matrix Optimization-Driven Network, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 33, No. 11, pp. 6981 - 6995, 2023.
• Q. Zhang, J. Hou, Y. Qian, Y. Zeng, J. Zhang, and Y. He. Flattening-Net: Deep Regular 2D Representation for 3D Point Cloud Analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 45, No. 8, 2023.
• Z. Liu, X. Xin, Z. Xu, W. Zhou, C. Wang, R. Chen, and Y. He. Robust and Accurate Feature Detection on Point Clouds, Computer-Aided Design, Vol. 164, 2023.
• A. Mao, Z. Du, J. Hou, Y. Duan, Y.-J. Liu, and Y. He. PU-Flow: A Point Cloud Upsampling Network with Normalizing Flows, IEEE Transactions on Visualization and Computer Graphics, Vol. 29, No. 12, pp. 4964 - 4977, 2023.
• A. Mao, C. Dai, Q. Liu, J. Yang, L. Gao, Y. He, and Y.-J. Liu. STD-Net: Structure-preserving and Topology-adaptive Deformation Network for Single-View 3D Reconstruction, IEEE Transactions on Visualization and Computer Graphics, Vol. 29, No. 3, 2023.
• A. Mao, W. Dong, C. Xie, H. Wang, Y.-J. Liu, G. Li, and Y. He. Yarn-Level Simulation of Hygroscopicity of Woven Textiles, IEEE Transactions on Visualization and Computer Graphics, Vol. 29, No. 12, pp. 5250 - 5264, 2023.
• N. Yuan, P. Wang, W. Meng, S. Chen, J. Xu, S. Xin, Y. He, and W. Wang. A Variational Framework for Curve Shortening in Various Geometric Domains, IEEE Transactions on Visualization and Computer Graphics, Vol. 29, No. 4, pp. 1951 - 1963, 2023.
• Q. Zhang, J. Hou, Y. Qian, A.B. Chan, J. Zhang, and Y. He. ReGeoNet: Learning Regular Representations for Large-scale 3D Point Clouds, International Journal of Computer Vision, Vol. 130, No. 12, pp. 3100-3122, 2022.
• F. Hou, C. Wang, W. Wang, H. Qin, C. Qian, and Y. He. Iterative Poisson Surface Reconstruction (iPSR) for Unoriented Points, ACM Transactions on Graphics (Proceedings of ACM SIGGRAPH '22), Vol. 41, No. 4, Article No. 128, 2022.
• Y. Adikusuma, J. Du, Z. Fang, and Y. He. An Accuracy Controllable and Memory Efficient Method for Computing High-Quality Geodesic Distances on Triangle Meshes, Computer-Aided Design, Vol. 150, Article No. 103333, 2022.
• Q. Xia, J. Zhang, Z. Fang, J. Li, M. Zhang, B. Deng, and Y. He. GeodesicEmbedding (GE): A High-Dimensional Embedding Approach for Fast Geodesic Distance Queries, IEEE Transactions on Visualization and Computer Graphics, Vol. 28, No. 12, pp. 4930-4939, 2022.
• W. Meng, S. Xin, C. Tu, S. Chen, Y. He, and W. Wang. Geodesic Tracks: Computing Discrete Geodesics with Track-based Steiner Point Propagation, IEEE Transactions on Visualization and Computer Graphics, Vol. 28, No. 12, pp. 4887-4901, 2022.
• X. Lu, S. Schaefer, J. Luo, L. Ma, and Y. He. Low Rank Matrix Approximation for 3D Geometry Filtering, IEEE Transactions on Visualization and Computer Graphics, Vol. 28, No. 4, pp. 1835-1847, 2022.
• J. Lin, P. Xiao, Y. Fu, Y. Shi, H. Wang, S. Guo, Y. He, and T.-Y. Lee. C³ Assignment: Camera Cubemap Color Assignment for Creative Interior Design, IEEE Transactions on Visualization and Computer Graphics, Vol. 28, No. 8, pp. 2895 - 2908, 2022.
• W. Meng, S. Xin, J. Zhao, S. Chen, C. Tu, and Y. He. A Variational Framework for Computing Geodesic Paths on Sweep Surfaces, Computer-Aided Design, Vol. 140, Article No. 103077, 2021.
• Y. Qian, J. Hou, S. Kwong, and Y. He. Deep Magnification-Flexible Upsampling over 3D Point Clouds, IEEE Transactions on Image Processing, Vol. 30, pp. 8354-8367, 2021.
• Q. Fu, Y. He, F. Hou, Q. Sun, A. Zeng, Z. Huang, J. Zhang, and Y.-J. Liu. Poisson Vector Graphics (PVG)-Guided Face Color Transfer in Videos, IEEE Computer Graphics & Applications, Vol. 41, No. 6, pp. 152-163, 2021.
• J. Tao, J. Zhang, B. Deng, Z. Fang, Y. Peng, and Y. He. Parallel and Scalable Heat Methods for Geodesic Distance Computation, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 43, No. 2, pp. 579-594, 2021.
• D. Zhang, X. Lu, H. Qin, and Y. He. Pointfilter: Point Cloud Filtering via Encoder-Decoder Modeling, IEEE Transactions on Visualization and Computer Graphics, Vol. 27, No. 3, pp. 2015-2077, 2021.
• A. Mao, H. Zhang, Z. Xie, M. Yu, Y.-J. Liu, and Y. He. Automatic Sitting Pose Generation for Ergonomic Ratings of Chairs, IEEE Transactions on Visualization and Computer Graphics, Vol. 27, No. 3, pp. 1890-1903, 2021.
• J. Du, Y. He, Z. Fang, W. Meng, and S.-Q. Xin. On the Vertex-oriented Triangle Propagation (VTP) Algorithm: Parallelization and Approximation, Computer-Aided Design, Vol. 130, 102943, 2021.
• C. Gu, X. Lu, Y. He, and C. Zhang. Blur Removal via Blurred-Noisy Image Pair, IEEE Transactions on Image Processing, Vol. 30, pp. 345-359, 2021.
• P. Wang, Y. Na, Y. Ma, S.-Q. Xin, Y. He, S.-M. Chen, J. Xu, and W. Wang. Robust Computation of 3D Apollonius Diagrams, Computer Graphics Forum (Proceedings of Pacific Graphics '20), Vol. 39, No. 7, pp.43-55, 2020.
• Y. Adikusuma, Z. Fang, and Y. He. Fast Construction of Discrete Geodesic Graphs, ACM Transactions on Graphics, Vol. 39, No. 2, Article No. 14, 2020 (presented at ACM SIGGRAPH Asia '20).
• Z. Ye, R. Yi, W.-Y. Gong, Y. He, Y.-J. Liu. Dirichlet Energy of Delaunay Meshes and Intrinsic Delaunay Triangulations, Computer-Aided Design, Vol. 126, 102851, 2020.
• L. Cao, J. Zhao, J. Xu, S.-M. Chen, G. Liu, S.-Q. Xin, Y. Zhou, Y. He. Computing Smooth Quasi-geodesic Distance Field (QGDF) with Quadratic Programming, Computer-Aided Design Vol. 127, 102879, 2020.
• F. Hou, Q. Sun, Z. Fang, Y.-J. Liu, S.-M. Hu, H. Qin, and Y. He. Poisson Vector Graphics (PVG), IEEE Transactions on Visualization and Computer Graphics, Vol. 26, No. 2, pp. 1361-1371, 2020.
• W. Pan, X. Lu, Y. Gong, W. Tang, J. Liu, Y. He, and G. Qiu. HLO: Half-kernel Laplacian Operator for Surface Smoothing, Computer-Aided Design, Vol. 121, 102807, 2020.
• G. Wei, Y. Zhou, X. Gao, Q. Ma, S.-Q. Xin, and Y. He. Field-aligned Quadrangulation for Image Vectorization, Computer Graphics Forum, Vol. 38, No. 7, pp. 171-180, 2019.
• L. Ma, Y. He, Q. Sun, Y. Zhou, C. Zhang and W. Wang. Constructing 3D Self-supporting Surfaces with Isotropic Stresses Using 4D Minimal Hypersurfaces of Revolution, ACM Transactions on Graphics, Vol. 38, No. 5, Article No. 144, 2019 (presented at ACM SIGGRAPH Asia '20).
• M. Yu, Z. Ye, Y.-J. Liu, Y. He, and C.C.L. Wang. LineUp: Computing Chain-based Physical Transformation, ACM Transactions on Graphics, Vol. 38, No. 1, Article No. 11, 2019 (presented at ACM SIGGRAPH '19).
• X. Ying, C. Huang, X. Fu, Y. He, R. Yu, J. Wang, and M. Yu. Parallelizing Discrete Geodesic Algorithms with Perfect Efficiency, Computer-Aded Design, Vol. 115, pp. 161-171, 2019.
• Q. Fu, Y. He, F. Hou, J. Zhang, A. Zeng, and Y.-J. Liu. Vectorization based Color Transfer for Portrait Images, Computer-Aided Design, Vol. 115, pp. 111-121, 2019.
• R. Yi, Y.-J. Liu, and Y. He. Delaunay Mesh Simplification with Differential Evolution, ACM Transactions on Graphics (Proceedings of ACM SIGGRAPH Asia '18), Vol. 37, No. 6, Article No. 263, 2018.
• Q. Fu, F. Hou, Q. Sun, Y.-J. Liu, W. Wang, H. Qin, and Y. He Decorating 3D Surfaces Using Poisson Vector Graphics, Computer-Aided Design, Vol. 102, pp. 1-11, 2018.
• R. Yi, C. Wu, Y.-J. Liu, Y. He, and C.C.L. Wang. Delta DLP 3D Printing of Large Model, IEEE Transactions on Automation Science and Engineering, Vol. 15, No. 3, pp. 1193-1204, 2018.
• Y.-J. Liu, M.-J. Yu, B.-J. Li, and Y. He. Intrinsic Manifold SLIC: A Simple and Efficient Method for Computing Content-Sensitive Superpixels, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 40, No. 3, pp. 653-666, 2018.
• B. Liu, S. Chen, S.-Q. Xin, Y. He, and Z. Liu. An Optimization Driven Approach for Computing Geodesic Paths on Triangle Meshes, Computer-Aided Design, Vol. 90, pp. 105-112, 2017.
• X. Wang, Z. Fang, J. Wu, S.-Q. Xin, and Y. He. Discrete Geodesic Graph (DGG) for Computing Geodesic Distances on Polyhedral Surfaces, Computer-Aided Geometric Design, Vol. 52, pp. 262-284, 2017.
• Y.-J. Liu, D. Fan, C. Xu, Y. He. Constructing Intrinsic Delaunay Triangulations from the Dual of Geodesic Voronoi Diagrams, ACM Transactions on Graphics, Vol. 36, No. 2, Article No. 15, 2017.
• F. Li, J. Luo, G. Shi, and Y. He. ART: Adaptive fRequency-Temporal co-existing of ZigBee and WiFi, IEEE Transactions on Mobile Computing, Vol. 16, No. 3, pp. 662-674, 2017.
• F. Hou, Y. He, H. Qin, and A. Hao. Knot Optimization for Biharmonic B-splines on Manifold Triangle Meshes, IEEE Transactions on Visualization and Computer Graphics, Vol. 23, No. 9, pp. 2082-2095, 2017.
• J. Hou, L.-P. Chau, N. Magnenat-Thalmann, and Y. He. SLRMA: Sparse Low-Rank Matrix Approximation for Data Compression, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 27, No. 5, pp.1043-1054, 2017.
• Y.-J. Liu, C. Xu, R. Yi, D. Fan, Y. He. Manifold Differential Evolution (MDE): A Global Optimization Method for Geodesic Centroidal Voronoi Tessellations on Meshes, ACM Transactions on Graphics (Proceedings of ACM SIGGRAPH Asia '16), Vol. 35, No. 6, Article No. 243, 2016.
• J. Hou, L.-P. Chau, N. Magnenat-Thalmann, and Y. He. Low-Latency Compression of Mocap Data Using Learned Spatial Decorrelation Transform, Computer-Aided Geometric Design, Vol. 43, pp. 211-225, 2016.
• Y.-J. Liu, C. Xu, D. Fan, and Y. He. Efficient Construction and Simplification of Delaunay Meshes, ACM Transactions on Graphics (Proceedings of ACM SIGGRAPH Asia '15), Vol. 34, No. 6, Article No. 174, 2015.
• J. Hou, L.-P. Chau, N. Magnenat-Thalmann, and Y. He. Human Motion Capture Tailored Transform Coding, IEEE Transactions on Visualization and Computer Graphics, Vol. 21, No. 7, pp. 848-859, 2015.
• C. Xu, T.Y. Wang, Y.-J. Liu, L. Liu, and Y. He. Fast Wavefront Propagation (FWP) for Computing Exact Geodesic Distances on Meshes, IEEE Transactions on Visualization and Computer Graphics, Vol. 21, No. 7, pp. 822-834, 2015.
• X. Wang, X. Ying, Y.-J. Liu, S.-Q. Xin, W. Wang, X. Gu, W. Mueller-Wittig, and Y. He. Intrinsic Computation of Centroidal Voronoi Tessellation (CVT) on Meshes, Computer-Aided Design, Vol. 58, pp. 51-61, 2015.
• F. Li, J. Luo, W. Wang, and Y. He. Autonomous Deployment for Load Balancing k-Surface Coverage in Sensor Networks, IEEE Transactions on Wireless Communications, Vol. 14, No. 1, pp. 279-293, 2015.
• J. Hou, L.-P. Chau, N. Magnenat-Thalmann, and Y. He. Compressing 3D Human Motions via Keyframe based Geometry Videos (KGVs), IEEE Transactions on Circuits and Systems for Video Technology, Vol. 25, No. 1, pp. 51-62, 2015.
• C.-X. Xu, Y.-J. Liu, Q. Sun, J. Li, and Y. He. Polyline-sourced Geodesic Voronoi Diagrams on Triangle Meshes, Computer Graphics Forum, Vol. 33, No. 7, pp. 161-170, 2014.
• J. Hou, L.-P. Chau, M. Zhang, N. Magnenat-Thalmann, and Y. He. A Highly Efficient Compression Framework for Time-Varying 3D Facial Expressions, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 24, No. 9, pp. 1541-1553, 2014.
• J. Hou, L.-P. Chau, N. Magnenat-Thalmann, and Y. He. Scalable and Compact Representation for Motion Capture Data Using Tensor Decomposition, IEEE Signal Processing Letters, Vol. 21, No. 3, pp. 255-259, 2014.
• F. Li, C. Zhang, J. Luo, S.-Q. Xin, and Y. He. LBDP: Localized Boundary Detection and Parameterization for 3D sensor networks, IEEE/ACM Transactions on Networking, Vol. 22, No. 2, pp. 567-579, 2014.
• D. Wang, S.C.H. Hoi, Y. He, J. Zhu, T. Mei, and J. Luo. Retrieval-based Face Annotation by Weak Label Regularized Local Coordinate Coding, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 36, No. 3, pp. 550-563, 2014.
• D. Wang, S.C.H. Hoi, Y. He, and J. Zhu. Mining Weakly-labeled Web Facial Images for Search-based Face Annotation, IEEE Transactions on Knowledge and Data Engineering, Vol. 26, No. 1, pp. 166-179, 2014.
• X. Ying, S.-Q. Xin, and Y. He. Parallel Chen-Han (PCH) Algorithm for Discrete Geodesics, ACM Transactions on Graphics, Vol. 33, No. 1, Article No. 9, 2014 (presented at ACM SIGGRAPH '14).
• X. Ying, X. Wang, and Y. He. Saddle Vertex Graph (SVG): A Novel Solution to the Discrete Geodesic Problem, ACM Transactions on Graphics (Proceedings of ACM SIGGRAPH Asia 2013), Vol. 32, No. 6, Article No. 170, 2013.
• X. Ying, S.-Q. Xin, Q. Sun, and Y. He. An Intrinsic Algorithm for Parallel Poisson Disk Sampling on Arbitrary Surfaces, IEEE Transactions on Visualization and Computer Graphics, Vol. 19, No. 9, pp. 1425-1437, 2013.
• J. Hou, L.-P. Chau, Y. He, M. Zhang, N. Magnenat-Thalmann. Rate-distortion Model based Bit Allocation for 3-D Facial Compression Using Geometry Video, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 23, No. 9, pp. 1537-1541, 2013.
• I. Garcia, J. Xia, Y. He, S.-Q. Xin, and G. Patow. Interactive Applications for Sketch-based Editable Polycube-map, IEEE Transactions on Visualization and Computer Graphics, Vol. 19, No. 7, pp. 1158-1171, 2013.
• J. Lin, T. Igarashi, J. Mitani, and Y. He. A Sketching Interface for Sitting Pose Design in the Virtual Environment, IEEE Transactions on Visualization and Computer Graphics, Vol. 18, No. 11, pp. 1979-1991, 2012.
• S.-Q. Xin, Y. He, and C.-W. Fu. Efficiently Computing Exact Geodesic Loops within Finite Steps, IEEE Transactions on Visualization and Computer Graphics, Vol. 18, No. 6, pp. 879-889, 2012.
• J. Xia, D. Quynh, Y. He, X. Chen, and S.C.H. Hoi. Modeling and Compressing 3D Facial Expressions Using Geometry Videos, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 22, No. 1, pp. 77-90, 2012.
• S.-Q. Xin, C.-F. Lai, C.-W. Fu, T.-T. Wong, Y. He, and D. Cohen-Or. Making Burr Puzzles from 3D Models, ACM Transactions on Graphics (Proceedings of ACM SIGGRAPH '11), Vol. 30, No. 3, 2011.
• L. Zhang, Y. He, J. Xia, X. Xie, and W. Chen. Real-time Shape Illustration Using Laplacian Lines, IEEE Transactions on Visualization and Computer Graphics, Vol. 17, No. 7, pp. 993-1006, 2011.
• C.-W. Fu, C.-F. Lai, Y. He, D. Cohen-Or. K-set Tileable Surfaces, ACM Transactions on Graphics (Proceedings of ACM SIGGRAPH '10), Vol. 29, No. 4, article no. 44, 2010.
• Y.-K. Lai, M. Jin, X. Xie, Y. He, J. Palacios, E. Zhang, S.-M. Hu, and X. Gu. Metric-driven RoSy Field Design and Remeshing, IEEE Transactions on Visualization and Computer Graphics, Vol. 16, No. 1, pp. 95-108, 2010.
• X. Li, X. Guo, H. Wang, Y. He, X. Gu, and H. Qin. Meshless Harmonic Volumetric Mapping Using Fundamental Solution Methods, IEEE Transactions on Automation Science and Engineering, Vol. 6, No.3, pp. 409-422, 2009.
• Y. He, H. Wang, C.-W. Fu, and H. Qin. A Divide-and-conquer Approach for Automatic Polycube Map Construction, Computer & Graphics, Vol. 33, No. 3, pp. 369-380, 2009.
• H. Wang, Y. He, X. Li, X. Gu, and H. Qin. Polycube Splines, Computer-Aided Design, Vol. 40, No. 6,  pp.721-733, 2008.
• X. Gu, Y. He, M. Jin, F. Luo, H. Qin, and S.-T. Yau. Manifold Splines with Single Extraordinary Point, Computer-Aided Design, Vol. 40, No. 6, pp. 676-690, 2008.
• X. Xie, Y. He, F. Tian, H.-S. Seah, X. Gu and H. Qin. An Effective Illustrative Visualization Framework based on Photic Extremum Lines (PELs), IEEE Transactions on Visualization and Computer Graphics, Vol. 13, No. 6, pp. 1328-1335, 2007.
• J. Dai, W. Luo, M. Jin, W. Zeng, Y. He, S.-T. Yau, and X. Gu. Geometric Accuracy Analysis for Discrete Surface Approximation, Computer-Aided Geometric Design, Vol. 24, No. 6, pp.323-338, 2007.
• X. Gu, Y. He, and H. Qin. Manifold Splines, Graphical Models, Vol. 68, No.3, pp. 237-254, 2006.

Referred conference papers

• C. Xu, F. Hou, W. Wang, H. Qin, Z. Zhang, Y. He. Details Enhancement in Unsigned Distance Field Learning for High-fidelity 3D Surface Reconstruction, AAAI, 2025.
• C. Guo, W. Zhou, Z. Liu, Y. He. You Should Learn to Stop Denoising on Point Clouds in Advance, AAAI, 2025.
• J. Kong, X. Song, H. Shuo, B. Xu, J. Luo, Y. He. Do Not DeepFake Me: Privacy-Preserving Neural 3D Head Reconstruction Without Sensitive Images, AAAI, 2025.
• A. Mao, Y. Tang, J. Huang, and Y. He. DMF-Net: Image-Guided Point Cloud Completion with Dual-Channel Modality Fusion and Shape-Aware Upsampling Transformer, AAAI, 2025.
• Q. Zhou, W. Yang, B. Fei, J. Xu, R. Zhang, K. Liu, Y. Luo, Y. He. 3DMambaIPF: A State Space Model for Iterative Point Cloud Filtering via Differentiable Rendering, AAAI, 2025.
• H. Zhang, J. Deng, X. Chen, F. Hou, W. Wang, H. Qin, C. Qian, and Y. He. From Transparent to Opaque: Rethinking Neural Implicit Surfaces with α-NeuS, NeurIPS, 2024.
• Q. Zhang, J. Hou, W. Wang, and Y. He. Flatten Anything: Unsupervised Neural Surface Parameterization, NeurIPS, 2024.
• B. Xu, J. Hu, F. Hou, K.-Y. Lin, W. Wu, C. Qian, and Y. He. Parameterization-driven Neural Surface Reconstruction for Object-oriented Editing in Neural Rendering, ECCV, 2024.
• M. Zhang, D. Jin, C. Gu, F. Hong, Z. Cai, J. Huang, C. Zhang, X. Guo, L. Yang, Y. He, and Z. Liu. Large Motion Model for Unified Multi-Modal Motion Generation, ECCV, 2024.
• T. Zheng, J. Hu, R. Tan, Y. Zhang, Y. He, and J. Luo. π-Jack: Physical-World Adversarial Attack on Monocular Depth Estimation with Perspective Hijacking, USENIX Security, 2024.
• W. Liu, X. Wang, H. Zhao, X. Xue, Z. Wu, X. Lu, and Y. He. Consistent Point Orientation for Manifold Surfaces via Boundary Integration, ACM SIGGRAPH, 2024.
• A. Mao, B. Yan, Z. Ma, and Y. He. Denoising Point Clouds in Latent Space via Graph Convolution and Invertible Neural Network, CVPR, 2024.
• J. Deng, F. Hou, X. Chen, W. Wang, and Y. He. A Novel Two-stage UDF Learning Method for Robust Non-watertight Model Reconstruction from Multi-view Images, CVPR , 2024.
• Y. Hu, S. Ye, W. Zhao, M. Lin, Y. He, Y.-H. Wen, Y. He, and Y.-J. Liu. O^2-Recon: Completing 3D Reconstruction of Occluded Objects in the Scene with a Pre-trained 2D Diffusion Model, AAAI, 2024.
• Q. Zhang, J. Hou, Y. Adikusuma, W. Wang, and Y. He. NeuroGF: A Neural Representation for Fast Geodesic Distance and Path Queries, NeurIPS, 2023.
• B. Xu, J. Zhang, K.-Y. Lin, C. Qian, and Y. He. Deformable Model Driven Neural Rendering for High-fidelity 3D Reconstruction of Human Heads Under Low-View Settings, ICCV, 2023.
• S. Ren, J. Hou, X. Chen, Y. He, and W. Wang. GeoUDF: Surface Reconstruction from 3D Point Clouds via Geometry-guided Distance Representation, ICCV, 2023.
• G. Song, Q. Sun, L. Zhang, R. Su, J. Shi, and Y. He. OPE-SR: Orthogonal Position Encoding for Designing a Parameter-free Upsampling Module in Arbitrary-scale Image Super-Resolution, CVPR, 2023.
• D.d.S. Edirimuni, X. Lu, Z. Shao, G. Li, A. Robles-Kelly, and Y. He. IterativePFN: True Iterative Point Cloud Filtering, CVPR, 2023.
• S. Ye, Y.-H. Wen, Y. Sun, Y. He, Z. Zhang, Y. Wang, W. He, and Y.-J. Liu. Audio-Driven Stylized Gesture Generation with Flow-Based Model, ECCV, 2022.
• Y. Zeng, Y. Qian, Q. Zhang, J. Hou, Y. Yuan, and Y. He. IDEA-Net: Dynamic 3D Point Cloud Interpolation via Deep Embedding Alignment, CVPR, 2022.
• Y. Zeng, Y. Qian, Z. Zhu, J. Hou, H. Yuan, and Y. He. CorrNet3D: Unsupervised End-to-end Learning of Dense Correspondence for 3D Point Clouds, CVPR, 2021.
• Y. Qian, J. Hou, S. Kwong, and Y. He. PUGeo-Net: A Geometry-centric Network for 3D Point Cloud Upsampling, ECCV, 2020.
• Z. Ye, R. Yi, M. Yu, Y.-J. Liu, and Y. He. Fast Computation of Content-Sensitive Superpixels and Supervoxels using q-distances, ICCV, 2019.
• C. Wu, R. Yi, Y.-J. Liu, Y. He, C.C.L. Wang. Delta DLP 3D Printing with Large Size, IEEE IROS, 2016.
• J. Hou, L.-P. Chau, N. Magnenat-Thalmann, and Y. He. Sparse Two-Dimensional Singular Value Decomposition, ICME, 2016.
• Y.-J. Liu, C.-C. Yu, M.-J. Yu, and Y. He. Manifold SLIC: A Fast Method to Compute Structure-Sensitive Superpixels, CVPR, 2016.
• H. Liang, J. Wang, Q. Sun, Y.-J. Liu, J. Yuan, J. Luo, and Y. He. Barehanded Music: Real-time Hand Interaction for Virtual Piano, ACM I3D, 2016.
• C. Zhang, F. Li, J. Luo, and Y. He. iLocScan: Harnessing Multipath for Simultaneous Indoor Source Localization and Space Scanning, ACM SenSys, 2014.
• L. Zhang, Q. Sun, and Y. He. Splatting Lines: An Efficient Method for Illustrating 3D Surfaces and Volumes, ACM I3D, 2014.
• F. Li, J. Luo, G. Shi, and Y. He. FAVOR: Frequency Allocation for Versatile Occupancy of spectRum in Wireless Sensor Networks, ACM MobiHoc, 2013.
• D. Wang, S.C.H. Hoi, P. Wu, Y. He and C. Miao. Learning to Name Faces: A Multimodal Learning Scheme for Search-Based Face Annotation, ACM SIGIR, 2013.
• Q. Sun, J. Lin, C-W. Fu, S. Kaijima, and Y. He. A Multi-touch Interface for Fast Architectural Sketching and Massing, ACM CHI, 2013.
• Q. Sun, L. Zhang, M. Zhang, X. Ying, S.-Q. Xin, J. Xia and Y. He. Texture Brush: An Interactive Surface Texturing Interface, ACM I3D, 2013.
• D. Wang, S.C.H. Hoi and Y. He. A Unified Learning Framework for Auto Face Annotation by Mining Web Facial Images, ACM CIKM, 2012.
• M. Zhang, F. Li, Y. He, L. Shi, D. Wang, L.M. Lui. Registration of Brainstem Surface in Adolescent Idiopathic Scoliosis using Discrete Ricci Flow, MICCAI, 2012.
• C. Zhang, J. Luo, F. Li, J. Lin, and Y. He. Harmonic Quorum Systems: Data Management in 2D/3D Wireless Sensor Networks with Holes, IEEE SECON, 2012.
• F. Li, J. Luo, S.-Q. Xin, W. Wang, and Y. He. LAACAD: Load bAlancing k-Area Coverage through Autonomous Deployment in Wireless Sensor Networks, ICDCS, 2012.
• S.-Q. Xin, X. Ying, and Y. He. Constant Time All-pairs Geodesic Distance Query on Triangle Meshes, ACM I3D, 2012.
• D. Quynh, Y. He, X. Chen, J. Xia, Q. Sun, and C.H. Hoi. Modeling 3D Articulated Motions with Conformal Geometry Videos (CGVs), ACM MM 2011.
• D. Wang, C.H. Hoi, Y. He and J. Zhu. Retrieval-based Face Annotation by Weak Label Regularized Local Coordinate Coding, ACM MM, 2011.
• S.-Q. Xin, Y. He, C.-W. Fu, L. Shi, D. Wang, W.C.W. Chu, J.C.K. Cheng, X. Gu, L.M. Lui, Euclidean Geodesic Loops on High-genus Surfaces Applied to the Morphometry of Vestibular Systems, MICCAI, 2011.
• D. Wang, C.H. Hoi, and Y. He. Mining Weakly Labeled Web Facial Images for Search-based Face Annotation, ACM SIGIR, 2011.
• F. Li, J. Luo, C. Zhang, S.-Q. Xin, and Y. He. UNFOLD: UNiform Fast On-Line boundary Detection for dynamic 3D wireless sensor networks, ACM MobiHoc, 2011.
• Q. Sun, C.-W. Fu, and Y. He. An Interactive Multi-touch Sketching Interface for Diffusion Curves, ACM CHI, 2011.
• J. Xia, I. Garcia, Y. He, S.-Q. Xin, and G. Patow. Editable Polycube Mapping for GPU-based Subdivision Surfaces, ACM I3D, 2011.
• P. Wu, C.H. Hoi, P. Zhao, and Y. He. Mining Social Images with Distance Metric Learning for Automated Image Tagging, ACM WSDM, 2011.
• J. Xia, Y. He, D. Quynh, X. Chen, and C.H. Hoi. Modeling 3D Facial Expressions using Geometry Videos, ACM MM, 2010.
• C.-W. Fu, J. Xia, and Y. He. LayerPaint: A Multi-layer Interactive 3D Painting Interface, ACM CHI, 2010.
• S. Han, J. Xia, and Y. He. Hexahedral Shell Mesh Construction via Polycube Map, ACM SPM, 2010.
• J. Xia, Y. He, X. Yin, S. Han, and X. Gu. Direct Product Volume Parameterization using Harmonic Fields, IEEE SMI, 2010.
• J. Xia, Y. He, S. Han, C.-W. Fu, F. Luo, and X. Gu. Parameterization of Star Shaped Volumes using Green's Functions, GMP, 2010.
• L. Zhang, Y. He, X. Xie, and W. Chen. Laplacian Lines for Real Time Shape Illustration, ACM I3D, 2009.
• H. Wang, M. Jin, Y. He, X. Gu, and H. Qin. User-controllable Polycbue Maps for Manifold Spline Construction, ACM SPM, 2008.
• H. Wang, Y. He, X. Li, X. Gu, and H. Qin. Polycube Splines, ACM SPM, 2007.
• X. Gu, Y. He, M. Jin, F. Luo, H. Qin, and S.-T. Yau. Manifold Splines with Single Extraordinary Point, ACM SPM, 2007.
• X. Li, X. Guo, H. Wang, Y. He, X. Gu, and H. Qin. Harmonic Volumetric Mapping for Solid Modeling Applications, ACM SPM, 2007.

Awards

• Best Paper Award (Sole Winner), Computational Visual Media, 2024
• Best Paper Award (3rd Place), Geometric Modeling and Processing, 2024
• Best Paper Award (1st Place), Symposium on Solid and Physical Modeling, 2017
• Honorable Mention, Journal of Computational Visual Media, Springer, 2016
• Best Paper Award, Journal of Computational Visual Media, Springer, 2015
• Best Paper Award (3rd Place), ACM Symposium on Solid and Physical Modeling, 2014
• Best Paper Award (2nd Place), SIAM Conference on Geometric and Physical Modeling, 2013
• Best Paper Award, ACM Symposium on Solid Modeling and Applications, 2004

Professional Services

• Associate Editor, Computer Graphics Forum (2019-2022)
• Associate Editor, Journal of Computational Visual Media (2017- )
• Associate Editor, IEEE Transactions on Visualization and Computer Graphics (2022-)
• Guest Editor, Graphical Models, 2014, 2020
• General Co-chair, Shape Modeling International (SMI), 2022
• General Co-chair, Symposium on Solid and Physical Modeling (SPM), 2022, 2023
• General Co-chair, Geometric Modeling and Processing (GMP), 2021
• Program Co-chair, Computational Visual Media (CVM), 2020
• Program Co-chair, Geometric Modeling and Processing (GMP), 2014
• Executive Committee Member, Solid Modeling Association (2018-2022)
• Executive Committee Member, Asia Graphics Association (2017-2021)