Jie Yang CV

Selected publications

Full publication list: Google Scholar / DBLP

MeshSeqGen mesh animation results
2026

IEEE TVCG · Early access

MeshSeqGen: Zero-shot Mesh Animation based on a Large Video Generation Model

Yun-Peng Xiao, Jie Yang, Chuan Li, Lin Gao, Yong-Liang Yang

Paper

MesoSplats result montage
2026

IEEE TVCG · Accepted

MesoSplats: Texture Synthesis with Gaussian Splatting

Jing-Wen Yang, Jie Yang, Yi-Hua Huang, Yong-Liang Yang, Yan-Pei Cao, Lin Gao

HumanLift single-image 3D human reconstruction results
2025

ACM SIGGRAPH Asia 2025

HumanLift: Single-Image 3D Human Reconstruction with 3D-Aware Diffusion Priors and Facial Enhancement

Jie Yang, Bo-Tao Zhang, Feng-Lin Liu, Hongbo Fu, Yu-Kun Lai, Lin Gao

ProjectCode

Overview of recent advances in 3D Gaussian Splatting
2024

Computational Visual Media

Recent Advances in 3D Gaussian Splatting

Tong Wu, Yu-Jie Yuan, Ling-Xiao Zhang, Jie Yang, Yan-Pei Cao, Ling-Qi Yan, Lin Gao

Paper

Large-scale deformation of Gaussian splatting models
2024

ACM TOG · SIGGRAPH Asia 2024

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

Project

DreamUDF single-image unsigned distance field generation results
2024

ACM TOG · SIGGRAPH Asia 2024

DreamUDF: Generating Unsigned Distance Fields from a Single Image

Yu-Tao Liu, Xuan Gao, Weikai Chen, Jie Yang, Xiaoxu Meng, Bo Yang, Lin Gao

Project

HAISOR indoor scene optimization results
2024

ACM TOG · SIGGRAPH 2024

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

Project

DMiT dynamic scene reconstruction results
2024

ECCV 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

NeuralSlice mesh reconstruction results
2023

ICML 2023

NeuralSlice: Neural 3D Triangle Mesh Reconstruction via Slicing 4D Tetrahedral Meshes

Chenbo Jiang, Jie Yang, Shwai He, Yu-Kun Lai, Lin Gao

NeUDF reconstruction results
2023

CVPR 2023 · IEEE TPAMI 2024

NeUDF: Learning Neural Unsigned Distance Fields with Volume Rendering

Yu-Tao Liu, Li Wang, Jie Yang, Weikai Chen, Xiaoxu Meng, Bo Yang, Lin Gao

PaperProject

SceneHGN indoor scene generation results
2023

IEEE TPAMI 2023

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

PaperProject

DSG-Net structured shape generation results
2022

ACM TOG · SIGGRAPH 2022

DSG-Net: Learning Disentangled Structure and Geometry for 3D Shape Generation

Jie Yang, Kaichun Mo, Yu-Kun Lai, Leonidas J. Guibas, Lin Gao

PaperProject

HSDF surface modeling results
2022

NeurIPS 2022 · IEEE TVCG 2024

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

PaperProject

SDM-NET structured deformable mesh results
2019

ACM TOG · SIGGRAPH Asia 2019

SDM-NET: Deep Generative Network for Structured Deformable Mesh

Lin Gao, Jie Yang, Tong Wu, Yu-Jie Yuan, Hongbo Fu, Yu-Kun Lai, Hao Zhang

PaperProject

News Recent highlights

  1. MeshSeqGen was published in IEEE Transactions on Visualization and Computer Graphics.

  2. MesoSplats was accepted by IEEE Transactions on Visualization and Computer Graphics.

  3. HumanLift appeared at ACM SIGGRAPH Asia 2025.

Earlier updates

  1. GaussianMesh, DreamUDF, and HAISOR appeared at SIGGRAPH / SIGGRAPH Asia.

  2. Our survey on 3D Gaussian Splatting was published in Computational Visual Media.

  3. Received the Lu Zengyong High-Tech Award.

Education & background

I received my Ph.D. in Computer Science from the University of Chinese Academy of Sciences in 2022, advised by Prof. Lin Gao and Prof. Shihong Xia. I also earned an M.S. in Computer Science from UCAS in 2018 and was a visiting student at Cardiff University in 2017. Before that, I earned a B.S. in Mathematics and Applied Mathematics from Sichuan University in 2016.

Professional service

Conference reviewer

SIGGRAPH / SIGGRAPH Asia, CVPR, ICCV, ECCV, NeurIPS, AAAI, Pacific Graphics, PRCV

Journal reviewer

IEEE TVCG, Computer Graphics Forum, Transactions on Machine Learning Research

Selected honors

Lu Zengyong High-Tech Award (2023); CCF CAD&CG Excellent Student Award and CAS Zhu Li Yuehua Scholarship (2021); UCAS Merit Student (2020); 4Paradigm Scholarship (2019); National Scholarship (2018); Mathematical Contest in Modeling / Interdisciplinary Contest in Modeling, Honorable Mention (2015).

Contact

yangjie01@ict.ac.cn

No. 6 Kexueyuan South Road, Haidian District, Beijing 100190, China