Lin Gao

I am associate professor (PhD supervisor) with University of Chinese Academy of Sciences. I received my PhD degree from Tsinghua University in 2014 under guidance of Prof. Shi-Min Hu. I was a visiting professor in Prof. Leif Kobbelt group in RWTH Aachen University at 2016.

My research primarily centers on algorithmic issues in geometry learning, mesh processing, 3d computer vision.

中文

Research

2024

Recent Advances in 3D Gaussian Splatting
Tong Wu, Yu-Jie Yuan, Ling-Xiao Zhang, Jie Yang, Yan-Pei Cao, Ling-Qi Yan, Lin Gao
Computational Visual Media, 2024
Paper | Bibtex

Recent advances in implicit representation-based 3D shape generation
Jia-Mu Sun, Tong Wu, Lin Gao
Visual Intelligence, 2024
Paper

Real-time Large-scale Deformation of Gaussian Splatting
Lin Gao, Jie Yang, Bo-Tao Zhang, Jia-Mu Sun, Yu-Jie Yuan, Hongbo Fu, Yu-Kun Lai
ACM Transactions on Graphics (SIGGRAPH Asia 2024), 2024, 43 (6)
Project | Video

NU-NeRF: Neural Reconstruction of Nested Transparent Objects with Uncontrolled Capture Environment
Jia-Mu Sun, Tong Wu, Ling-Qi Yan, Lin Gao
ACM Transactions on Graphics (SIGGRAPH Asia 2024), 2024, 43 (6)
Project

DreamUDF: Generating Unsigned Distance Fields from A Single Image
Yu-Tao Liu, Xuan Gao, Weikai Chen, Jie Yang, Xiaoxu Meng, Bo Yang, Lin Gao
ACM Transactions on Graphics (SIGGRAPH Asia 2024), 2024, 43 (6)
Project | Video

SketchDream: Sketch-based Text-to-3D Generation and Editing
Feng-Lin Liu, Hongbo Fu, Yu-Kun Lai, Lin Gao
ACM Transactions on Graphics (ACM SIGGRAPH 2024), 2024, 43 (4)
Project

HAISOR: Human-Aware Indoor Scene Optimization via Deep Reinforcement Learning
Jia-Mu Sun, Jie Yang, Kaichun Mo, Yu-Kun Lai, Leonidas J. Guibas, Lin Gao
ACM Transactions on Graphics(Presented at SIGGRAPH 2024)
Project | Video

DeferredGS: Decoupled and Editable Gaussian Splatting with Deferred Shading
Tong Wu, Jia-Mu Sun, Yu-Kun Lai, Yuewen ma, Leif Kobbelt, Lin Gao
arxiv:2404.09412
Paper

NeRF-Texture: Synthesizing Neural Radiance Field Textures
Yihua Huang, Yan-Pei Cao, Yu-Kun Lai, Ying Shan, Lin Gao
IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI) (Extended version of SIGGRAPH 2023)

NeUDF: Learning Neural Unsigned Distance Fields with Volume Rendering
Yu-Tao Liu, Li Wang, Jie Yang, Weikai Chen, Xiaoxu Meng, Bo Yang, Lin Gao
IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI) (Extended version of CVPR 2023)

Real-time 3D-aware Portrait Video Relighting
Ziqi Cai, Kaiwen Jiang, Shu-Yu Chen, Yu-Kun Lai, Hongbo Fu, Boxin Shi, Lin Gao
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
Project

Unsigned Orthogonal Distance Fields: An Accurate Neural Implicit Representation for Diverse 3D Shapes
Yujie Lu, Long Wan, Nayu Ding, Yulong Wang, Shuhan Shen, Shen Cai, Lin Gao
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024

DMiT: Deformable Mipmapped Tri-Plane Representation for Dynamic Scenes
Jing-Wen Yang, Jia-Mu Sun, Yongliang Yang, Jie Yang, Ying Shan, Yan-Pei Cao, Lin Gao^*
European Conference on Computer Vision (ECCV), 2024

HSDF: Hybrid Sign and Distance Field for Nueral Representation of Surfaces with Arbitrary Topologies
Li Wang, Yu-Tao Liu, Jie Yang, Weikai Chen, Xiaoxu Meng, Bo Yang, Jintao Li, Lin Gao^*
IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 2024

Retargeting Visual Data with Deformation Fields
Tim Elsner, Julia Berger, Tong Wu, Victor Czech, Lin Gao, Leif Kobbelt
European Conference on Computer Vision (ECCV), 2024

MuNeRF: Robust Makeup Transfer in Neural Radiance Fields
Yu-Jie Yuan^#, Xinyang Han^#, Yue He, Fang-Lue Zhang, Lin Gao
IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG) (Present at CVM 2024), To Appear

Multi-Level Patch Transformer for Style Transfer with Single Reference Image
Yue He^#, Lan Chen^#, Yu-Jie Yuan, Shu-Yu Chen, Lin Gao
The 12th international conference on Computational Visual Media (CVM 2024)

2023年

SketchFaceNeRF: Sketch-based Facial Generation and Editing in Neural Radiance Fields
Lin Gao, Feng-Lin Liu, Shu-Yu Chen, Kaiwen Jiang, Chunpeng Li, Yu-Kun Lai, Hongbo Fu
ACM Transactions on Graphics (ACM SIGGRAPH 2023), 2023
Paper | Project | Video ( YouTube Bilibili) | Online System

DE-NeRF: DEcoupled Neural Radiance Fields for View-Consistent Appearance Editing and High-Frequency Environmental Relighting
Tong Wu, Jia-Mu Sun, Yu-Kun Lai, Lin Gao
ACM SIGGRAPH 2023
Paper | Project | YouTube Bilibili)

NeRF-Texture: Texture Synthesis with Neural Radiance Fields
Yi-Hua Huang, Yan-Pei Cao, Yu-Kun Lai, Ying Shan, Lin Gao
ACM SIGGRAPH 2023
Paper | Project | Video ( YouTube Bilibili)

NeRFFaceLighting: Implicit and Disentangled Face Lighting Representation Leveraging Generative Prior in Neural Radiance Fields
Kaiwen Jiang, Shu-Yu Chen, Hongbo Fu, Lin Gao
ACM Transactions on Graphics, 2023
Paper | Project | Video ( YouTube Bilibili)

SOL-NeRF: Sunlight Modeling for Outdoor Scene Decomposition and Relighting
Jia-Mu Sun,Tong Wu, Yong-Liang Yang,Yu-Kun Lai, Lin Gao
ACM SIGGRAPH Asia, 2023
Paper | Project | Video

SceneHGN: Hierarchical Graph Networks for 3D Indoor Scene Generation with Fine-Grained Geometry
Lin Gao, Jia-Mu Sun, Kaichun Mo, Yu-Kun Lai, Leonidas J. Guibas, Jie Yang
IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2023
Paper | Video ( YouTube Bilibili)

Interactive NeRF Geometry Editing with Shape Priors
Yu-Jie Yuan, Yang-Tian Sun, Yu-Kun Lai, Yuewen Ma, Rongfei Jia, Leif Kobbelt, Lin Gao
IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2023

NeuralSlice: Neural 3D Triangle Mesh Reconstruction via Slicing 4D Tetrahedral Meshes
Chenbo Jiang, Jie Yang, Shwai He, Yu-Kun Lai, Lin Gao
International Conference on Machine Learning (ICML), 2023

ARTist: A Fully Fused Accelerator for Real-Time Learning of Neural Scene Representation
Xinkai Song, Yuanbo Wen, Xing Hu, Tianbo Liu, Haoxuan Zhou, Husheng Han, Tian Zhi, Zidong Du, Wei Li, Rui Zhang, Chen Zhang, Lin Gao, Qi Guo, Tianshi Chen
IEEE/ACM International Symposium on Microarchitecture (MICRO), 2023

Tri-MipRF: Tri-Mip Representation for Efficient Anti-Aliasing Neural Radiance Fields
Wenbo Hu, Yuling Wang, Lin Ma, Bangbang Yang, Lin Gao, Xiao Liu, Yuewen Ma
International Conference on Computer Vision (ICCV), 2023 (Best Paper Finalist)

E3Sym: Leveraging E(3) Invariance for Unsupervised 3D Planar Reflective Symmetry Detection
Ren-Wu Li, Ling-Xiao Zhang, Chunpeng Li, Yu-Kun Lai, Lin Gao
International Conference on Computer Vision (ICCV), 2023

Text2Face: Text-based Face Generation with Geometry and Appearance Control
Zhaoyang Zhang, Junliang Chen, Hongbo Fu, Jianjun Zhao, Shu-Yu Chen, Lin Gao
International Conference on Computational Visual Media 2023 (Recommended to IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG))
Paper | Video ( YouTube Bilibili)

NeUDF: Leaning Neural Unsigned Distance Fields with Volume Rendering
Yu-Tao Liu, Li Wang, Jie yang, Weikai Chen, Xiaoxu Meng, Bo Yang, Lin Gao
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023, Accepted
Paper

GLIM-Net: Chronic Glaucoma Forecast Transformer for Irregularly Sampled Sequential Fundus Images
Xiaoyan Hu^#, Ling-Xiao Zhang^#, Lin Gao, Weiwei Dai, Xiaoguang Han, Yu-Kun Lai, Yiqiang Chen
IEEE Transactions on Medical Imaging (IEEE TMI), To Apprear
Paper

DeepFaceReshaping: Interactive Deep Face Reshaping via Landmark Manipulation
Shu-Yu Chen, Yue-Ren Jiang, Hongbo Fu, Xinyang Han, Zitao Liu, Rong Li, Lin Gao
International Conference on Computational Visual Media 2023 (Recommended to Computational Visual Media Journal)
Paper | Video ( YouTube Bilibili)

Identity-aware and Shape-aware Propagation of Face Editing in Videos
Yue-Ren Jiang^#, Shu-Yu Chen^#, Hongbo Fu, Lin Gao
IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), To Appear
Paper | Project | Paper

Keyframe Control of Music-driven 3D Dance Generation
Zhipeng Yang^#, Yu-Hui Wen^#, Shu-Yu Chen, Xiao Liu, Yuan Gao, Yong-Jin Liu, Lin Gao, Hongbo Fu
IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), To Appear
Paper | Video ( YouTube Bilibili)

LC-NeRF: Local Controllable Face Generation in Neural Radiance Field
Wen-Yang Zhou, Lu Yuan, Shu-Yu Chen, Lin Gao, Shi-Min Hu
IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), To Appear

SAC-GAN: Structure-Aware Image Composition
Hang Zhou, Rui Ma, Ling-Xiao Zhang, Lin Gao, Ali Mahdavi-Amiri, Richard Zhang
IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), To Appear
Paper

Deep Deformation Detail Synthesis for Thin Shell Models
Lan Chen, Lin Gao, Jie Yang, Shibiao Xu, Juntao Ye, Xiaopeng Zhang, Yu-Kun Lai
Computer Graphics Forum (Eurographics Symposium on Geometry Processing 2023), 2023, 42(5), e14903:1-13

IMPLICITPCA: Implicitly-Proxied Parametric Encoding for Collision-Aware Garment Reconstruction
Lan Chen, Jie Yang, Hongbo Fu, Xiaoxu Meng, Weikai Chen, Bo Yang, Lin Gao
International Conference on Computational Visual Media 2023 (Recommended to Graphical Models)

High-Fidelity Point Cloud Completion with Low-Resolution Recovery and Noise-Aware Upsampling
Ren-Wu Li, Bo Wang, Lin Gao, Ling-Xiao Zhang, Chun-Peng Li
Graphical Models, To Appear
Paper

2022

DeepFaceVideoEditing: Sketch-based Deep Editing of Face Videos
Feng-Lin Liu, Shu-Yu Chen, Yu-Kun Lai, Chun-Peng Li, Yue-Ren Jiang, Hongbo Fu, Lin Gao
ACM Transactions on Graphics (ACM SIGGRAPH 2022), 2022, 41(4), 167:1-167:16
Paper | Project | Video ( YouTube Bilibili) | Bibtex

DSG-Net: Learning Disentangled Structure and Geometry for 3D Shape Generation
Jie Yang^#, Kaichun Mo^#, Yu-Kun Lai, Leonidas J. Guibas, Lin Gao
ACM Transactions on Graphics (Present at ACM SIGGRAPH 2022), 2022
Paper | Project | Video ( YouTube Bilibili) | Bibtex

NeRFFaceEditing: Disentangled Face Editing in Neural Radiance Fields
Kaiwen Jiang, Shu-Yu Chen, Feng-Lin Liu, Hongbo Fu, Lin Gao
Proceedings of ACM SIGGRAPH Asia 2022
Paper | Project | Video ( YouTube Bilibili)

RGBDNeRF: Neural Radiance Fields from Sparse RGB-D Images for High-Quality View Synthesis
Yu-Jie Yuan, Yu-Kun Lai, Yi-Hua Huang, Leif Kobbelt, Lin Gao
IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2022
Paper | Project | Video ( YouTube Bilibili) | Bibtex

Human Motion Transfer with 3D Constraints and Detail Enhancement
Yang-Tian Sun, Qian-Cheng Fu, Yue-Ren Jiang, Zitao Liu, Yu-Kun Lai, Hongbo Fu, Lin Gao
IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2022
Paper | Video ( YouTube Bilibili) | Bibtex

Robust Pose Transfer with Dynamic Details using Neural Video Rendering
Yang-Tian Sun, Hao-Zhi Huang, Xuan Wang, Yu-Kun Lai, Wei Liu, Lin Gao
IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2022
Paper | Video ( YouTube Bilibili) | Bibtex

Motif-GCNs with Local and Non-Local Temporal Blocks for Skeleton-based Action Recognition
Yu-Hui Wen, Lin Gao, Hongbo Fu, Fang-Lue Zhang, Shihong Xia, Yong-Jin Liu
IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2022
Paper | Bibtex

HSDF: Hybrid Sign and Distance Field for Modeling Surfaces with Arbitrary Topologies
Li Wang, Jie Yang, Weikai Chen, Xiaoxu Meng, Bo Yang, Jintao Li, Lin Gao
The Thirty-Sixth Annual Conference on Neural Information Processing Systems (NeurIPS), 2022
Paper

NeRF-Editing: Geometry Editing of Neural Radiance Fields
Yu-Jie Yuan^#, Yang-Tian Sun^#, Yu-Kun Lai, Yuewen Ma, Rongfei Jia, Lin Gao
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
Paper | Project

StylizedNeRF: Consistent 3D Scene Stylization as Stylized NeRF via 2D-3D Mutual Learning
Yi-Hua Huang, Yue He, Yu-Jie Yuan, Yu-Kun Lai, Lin Gao
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
Paper | Project

Sci-tech arts on Chang'e-5 lunar soil
Wei Yang, Yi Wang, Lin Gao, Di Zhang, Jie Yang, Zhijie Qiu
The Innovation, 2022, 3(5), 100300
Paper

DrawingInStyles: Portrait Image Generation and Editing with Spatially Conditioned StyleGAN
Wanchao Su, Hui Ye, Shu-Yu Chen, Lin Gao, Hongbo Fu
IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 2022
Paper

Learning-based Real-time Detection of Intrinsic Reflectional Symmetry
Yi-Ling Qiao, Lin Gao, Shu-Zhi Liu, Ligang Liu, Yu-Kun Lai, Xilin Chen
IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG)(Presented at CVM 2022), 2022
Paper

Learning on 3D Meshes with Laplacian Encoding and Pooling
Yi-Ling Qiao, Lin Gao, Jie Yang, Paul L. Rosin, Yu-Kun Lai, Xilin Chen
IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 28(2), 1317-1327
Paper | Code | Bibtex

Active Colorization for Cartoon Line Drawings
Shu-Yu Chen, Jia-Qi Zhang, Lin Gao, Yue He, Shihong Xia, Min Shi, Fang-Lue Zhang
IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 28(2), 1198-1208
Paper | Video ( YouTube Bilibili) | Bibtex

Synthesizing Mesh Deformation Sequences with Bidirectional LSTM
Yi-Ling Qiao, Yu-Kun Lai, Hongbo Fu, Lin Gao
IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 2022, 28(4), 1906-1916
Paper | Video ( YouTube Bilibili)

Reference-based Deep Line Art Video Colorization
Min Shi, Jia-Qi Zhang, Shu-Yu Chen, Lin Gao, Yu-Kun Lai, Fang-Lue Zhang
IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), To Appear, 2022
Paper | Video ( YouTube Bilibili) | Bibtex

Generating Diverse Clothed 3D Human Animations via a Generative Model
Min Shi, Wenke Feng, Lin Gao, Dengming Zhu
Computational Visual Media, 2022

3D Face Reconstruction and Gaze Tracking in the HMD for Virtual Interaction
Shu-Yu Chen, Yu-Kun Lai, Shihong Xia, Paul L. Rosin, Lin Gao
IEEE Transactions on Multimedia, To Appear, 2022
Paper

Viewpoint Alignment and Discriminative Parts Enhancement in 3D Space for Vehicle ReID
Dechao Meng, Liang Li, Xuejing Liu, Lin Gao, Qingming Huang
IEEE Transactions on Multimedia, 2022
Paper

A review of image and video colorization: From analogies to deep learning
Shu-Yu Chen, Jia-Qi Zhang, You-You Zhao, Paul L. Rosin, Yu-Kun Lai, Lin Gao
Visual Informatics, To Appear, 2022
Paper

2021

TM-NET: Deep Generative Networks for Textured Meshes
Lin Gao, Tong Wu, Yu-Jie Yuan, Ming-Xian Lin, Yu-Kun Lai, Hao Zhang
ACM Transactions on Graphics (ACM SIGGRAPH Asia 2021), 2021, 40 (6), 263:1-263:15
Paper | Project | Video ( YouTube Bilibili) | Bibtex

DeepFaceEditing: Deep Face Generation and Editing with Disentangled Geometry and Appearance Control
Shu-Yu Chen^#, Feng-Lin Liu^#, Yu-Kun Lai, Paul Rosin, Chun-Peng Li, Hongbo Fu, Lin Gao
ACM Transactions on Graphics (ACM SIGGRAPH 2021), 2021, 40(4), 90:1-90:15
Paper | Project | Video | Fast Forward | Bibtex

Variational Autoencoders for Localized Mesh Deformation Component Analysis
Qingyang Tan^#, Ling-Xiao Zhang^#, Jie Yang, Yu-Kun Lai, Lin Gao
IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2021
Paper

Multiscale Mesh Deformation Component Analysis with Attention-based Autoencoders
Jie Yang, Lin Gao, Qingyang Tan, Yi-Hua Huang, Shihong Xia, Yu-Kun Lai
IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), To Appear, 2021
Paper | Bibtex

ACAP: Sparse Data Driven Mesh Deformation
Lin Gao, Yu-Kun Lai, Jie Yang, Ling-Xiao Zhang, Shihong Xia, Leif Kobbelt
IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 27(3), 2085-2100
Paper | Video ( YouTube Bilibili) | Bibtex

PRS-Net: Planar Reflective Symmetry Detection Net for 3D Models (Awarded the Replicability Stamp)
Lin Gao, Ling-Xiao Zhang, Hsien-Yu Meng, Yi-Hui Ren, Yu-Kun Lai, Leif Kobbelt
IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 27(6), 3007-3018
Paper | Project | Bibtex

OctField: Hierarchical Implicit Functions for 3D Modeling
Jia-Heng Tang^#, Weikai Chen^#, Jie Yang, Bo Wang, Songrun Liu, Bo Yang, Lin Gao
The Thirty-Fifth Annual Conference on Neural Information Processing Systems (NeurIPS), 2021
Paper | Project | BibTex

Single Image 3D Shape Retrieval via Cross-Modal Instance and Category Contrastive Learning
Mingxian Lin, Jie Yang, He Wang, Yu-Kun Lai, Rongfei Jia , Binqiang Zhao, Lin Gao
IEEE International Conference on Computer Vision (ICCV), 2021
Paper

3D-FRONT: 3D Furnished Rooms with layOuts and semaNTics
Huan Fu, Bowen Cai, Lin Gao, Ling-Xiao Zhang, Jiaming Wang, Cao Li, Qixun Zeng, Chengyue Sun, Rongfei Jia, Binqiang Zhao, Hao Zhang
IEEE International Conference on Computer Vision (ICCV), 2021
Paper

3D-FUTURE: 3D FUrniture shape with TextURE
Huan Fu, Rongfei Jia, Lin Gao, Mingming Gong, Binqiang Zhao, Steve Maybank, Dacheng Tao
International Journal of Computer Vision (IJCV), 2021
Paper

Autoregressive Stylized Motion Synthesis with Generative Flow
Yu-Hui Wen^#, Zhipeng Yang^#, Hongbo Fu, Lin Gao, Yanan Sun, Yong-Jin Liu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
Paper

STD-Net: Structure-preserving and Topology-adaptive Deformation Network for Single-View 3D Reconstruction
Aihua Mao, Canglan Dai, Jie Yang, Lin Gao, Ying He, Yong-jin Liu
IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), To Appear, 2021.
Paper | Bibtex

A Revisit of Shape Editing Techniques: from the Geometric to the Neural Viewpoint
Yu-Jie Yuan, Yu-Kun Lai, Tong Wu, Lin Gao, Ligang Liu
Journal of Computer Science and Technology, To Appear, 2021
Paper | Bibtex

2020

A Survey on Deep Geometry Learning: From a Representation Perspective
Yun-Peng Xiao, Yu-Kun Lai, Fang-Lue Zhang, Chunpeng Li, Lin Gao
Computational Visual Media, 2020, 6, 113-133
Paper | Bibtex

Realtime Simulation of Thin-Shell Deformable Materials using CNN-Based Mesh Embedding
Qingyang Tan, Zherong Pan, Lin Gao, Dinesh Manocha
IEEE Robotics and Automation Letters, 2020, 5(2), 2325-2332
Paper | Bibtex

Mesh Variational Autoencoders with Edge Contraction Pooling
Yu-Jie Yuan, Yu-Kun Lai, Jie Yang, Qi Duan, Hongbo Fu, Lin Gao
Learning 3D Generative Models, CVPR 2020 Workshop
Paper | Bibtex

Automatic 3D Tooth Segmentation using Convolutional Neural Networks in Harmonic Parameter Space
Jianda Zhang, Chunpeng Li, Qiang Song, Lin Gao, Yu-Kun Lai
Graphical Models, 2020, 109
Paper | Bibtex

Fully Automatic Facial Deformation Transfer
Shaojun Bian ,Anzong Zheng, Lin Gao, Greg Maguire, Willem Kokke, Jon Macey, Lihua You, Jian-Jun Zhang
Symmetry, 2020, 12(1), 27
Paper | Bibtex

2019

SDM-NET: Deep Generative Network for Structured Deformable Mesh (Awarded the Replicability Stamp)
Lin Gao, Jie Yang, Tong Wu, Yu-Jie Yuan, Hongbo Fu, Yu-Kun Lai, Hao (Richard) Zhang
ACM Transactions on Graphics (ACM SIGGRAPH Asia 2019), 2019, 38(6), 243:1-243:15
Paper | Project | Video ( YouTube Bilibili) | Fast Forward | Bibtex

Temporal Upsampling of Depth Maps Using a Hybrid Camera
Mingze Yuan, Lin Gao, Hongbo Fu, Shihong Xia
IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 2019, 25(3), 1591-1602
Paper | Bibtex

VV-Net: Voxel VAE Net with Group Convolutions for Point Cloud Segmentation
Hsien-Yu Meng, Lin Gao, Yu-Kun Lai, Dinesh Manocha
International Conference in Computer Vision (ICCV), 2019
Paper | Bibtex

Graph CNNs with Motif and Variable Temporal Block for Skeleton-based Action Recognition
Yu-Hui Wen, Lin Gao, Hongbo Fu, Fang-Lue Zhang, Shihong Xia
AAAI Conference on Artificial Intelligence, 2019, 8989-8996
Paper | Code | Bibtex

Data-Driven Weight Optimization for Real-Time Mesh Deformation
Yu-jie Yuan, Yu-Kun Lai, Tong Wu, Shihong Xia, Lin Gao
Graphical Models, 2019, 104
Paper | Bibtex

2018

VC-GAN (VAE CYCLE GAN): Automatic Unpaired Shape Deformation Transfer (Awarded the Replicability Stamp)
Lin Gao, Jie Yang, Yi-Ling Qiao, Yu-Kun Lai, Paul Rosin, Weiwei Xu, Shihong Xia
ACM Transactions on Graphics (ACM SIGGRAPH Asia 2018), 2018, 37(6), 237:1-237:15
Paper | Project | Code | Video ( YouTube Bilibili) | Bibtex

MeshVAE: Variational Autoencoders for Deforming 3D Mesh Models
Qingyang Tan, Lin Gao, Yu-Kun Lai, Shihong Xia
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018, 5841-5850
Paper | Bibtex

SparseAE: Mesh-based Autoencoders for Localized Deformation Component Analysis
Qingyang Tan, Lin Gao, Yu-Kun Lai, Jie Yang, Shihong Xia
AAAI Conference on Artificial Intelligence (spotlight), 2018, 2452-2459
Paper | Code | Bibtex

SF-Net: Learning Scene Flow from RGB-D Images with CNNs
Yi-Ling Qiao, Lin Gao, Yu-Kun Lai, Fang-Lue Zhang, Ming-Ze Yuan, Shihong Xia
The British Machine Vision Conference (BMVC), 2018, 281
Paper | Bibtex

Real-time 3D Face Reconstruction and Gaze Tracking for Virtual Reality
Shu-Yu Chen, Lin Gao, Yu-Kun Lai, Paul L. Rosin, Shihong Xia
IEEE Conference on Virtual Reality (IEEE VR), 2018, 525-526
Paper | Video ( YouTube Bilibili) | Bibtex

Bi-harmonic Deformation Transfer with Automatic Key Point Selection
Jie Yang, Lin Gao, Yu-Kun Lai, Paul Rosin, Shihong Xia
Graphical Models, 2018, 98, 1-13
Paper | Bibtex

2017

Data-Driven Shape Interpolation and Morphing Editing
Lin Gao, Shu-Yu Chen, Yu-Kun Lai, Shihong Xia
Computer Graphics Forum, 2017, 36(8), 19-31
Paper | Video ( YouTube Bilibili) | Bibtex

Rigidity Controllable As-Rigid-As-Possible Shape Deformation
Shu-Yu Chen, Lin Gao, Yu-Kun Lai, Shihong Xia
Graphical Models, 2017, 91, 13-27
Paper | Bibtex

A Survey on Human Performance Capture and Animation
Shihong Xia, Lin Gao, Yu-Kun Lai, Ming-Ze Yuan, Jinxiang Chai
Journal of Computer Science and Technology, 2017, 32(3), 536-554
Paper | Bibtex

Before 2017

RIMD: Efficient and Flexible Deformation Representation for Data-Driven Surface Modeling
Lin Gao, Yu-Kun Lai, Dun Liang, Shu-Yu Chen, Shihong Xia
ACM Transactions on Graphics (Presented at ACM SIGGRAPH 2016), 2016, 35(5), 158:1-158:17
Paper | Video ( YouTube Bilibili) | Cover | Bibtex

Active Exploration of Large 3D Model Repositories
Lin Gao, Yan-Pei Cao, Yu-Kun Lai, Hao-Zhi Huang, Leif Kobbelt, Shi-Min Hu
IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 2015, 12(21), 1390-1402
Paper | Video ( YouTube Bilibili) | Bibtex

A Data-Driven Approach to Realistic Shape Morphing
Lin Gao, Yu-Kun Lai, Qixing Huang, Shi-Min Hu
Computer Graphics Forum (Eurographics 2013), 2013, 32(2), 449-457
Paper | Bibtex

An Optimization Approach for Extracting and Encoding Consistent Maps in a Shape Collection
Qixing Huang, Guoxin Zhang, Lin Gao, Shi-Min Hu, Adrian Bustcher, Leonidas Guibas
ACM Transactions on Graphics (ACM SIGGRAPH Asia 2012), 2012, 31(6), 167:1--167:11
Paper | Bibtex

Lp Shape Deformation
Lin Gao, Guo-Xin Zhang, Yu-Kun Lai
Science China Information Sciences, 2012, 55(5), 983-993
Paper | Bibtex

Awards

The Second Prize of Lu Zengyong CAD&CG High-Tech Award, 2019
First Class of China Computer Federation Technological Invention Award, 2018
Youth Innovation Promotion Association of Chinese Academy of Sciences, 2018
Young Elite Scientists Sponsorship Program by Chinese Association for Science and Technology, 2017
First Class of China Simulation Federation Science and Technology Progress Award, 2017
Outstanding star award of Institute of Computing Technology, Chinese Academy of Sciences, 2017
‘Hundred Star Program’ of Institute of Computing Technology, Chinese Academy of Sciences, 2017
Outstanding Researcher of Institute of Computing Technology, Chinese Academy of Sciences, 2015
Outstanding Graduate of Department of Computer Science and Technology, Tsinghua University, 2014
National PhD Scholarship, 2012
The First-Class Scholarship of Tsinghua University, 2011
Outstanding Graduate of Sichuan University, 2009

Funding

Deep Representations for Analysis and Reconstruction of 3D Shapes with Complex Structure and Rich Details, Newton Advanced Fellowship, 12/2019-11/2021
Data Driven based 3D shape modeling, The General Program of National Natural Science Foundation of China, 1/2019-12/2022
China Youth Association's youth talent lifting project, 2017-2019
The study of new method for data driven non-rigid shape registration, National Natural Science Funds
Data driven geometric model reconstruction based on monocular image, Joint Research Fund for Overseas Chinese Scholars and Scholars in Hong Kong and Macao Young Scholars, 1/2019-12/2020
Automatic sketch colorization, CCF-Tencent Open Fund, 8/2018-8/2019

Professionals

Joint Program Chair of CSIAM-GDC 2024, Area Chair of NeurIPS 2024
Joint Conference Chair of Eurographics Symposium on Geometry Processing 2023
Program Committee Member of SIGGRAPH 2023-2024, SMI 2023, Best Paper Award committee member of Siggraph Asia 2023, Senior Program Committee Member of AAAI 2023
Associate Editor of IEEE Transactions on Visualization and Computer Graphics
Young Advisory Board of Visual Informatics
Young Associate Editor of Frontiers of Computer Science (FCS)
Young Associate Editor of Visual Computing for Industry, Biomedicine, and Art (VCIBA)
Program Committee Member of Eurographics Symposium on Geometry Processing (SGP) 2021-2020, Pacific Graphics 2022 - 2018, AAAI 2021-2020, Technical Committee of ICVR 2023, Computational Visual Media 2022 - 2016, ChinaGraph 2022 - 2016
Reviewers for ACM TOG, IEEE TVCG, GM, CVMJ, CAGD, C&G, JCST, etc
Reviewers for ACM SIGGRAPH 2021-2019, ACM SIGGRAPH Asia 2021-2019, CVPR 2022-2019, ICCV 2021-2019, ECCV 2020, BMVC 2022-2019

About ACM Trans. on Graphics, SIGGRAPH and SIGGRAPH Asia

Reference: https://dl.acm.org/journal/tog/about