论文
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2026
Chen Yang*, Jiemin Fang*, Fanpeng Meng*, Zihao Huang, Jichen Pang, Guanjun Wu, Zhikuan Bao, Qi Tian.
SUPRA-Tex: 3D Generation with Super-Aligned Texture.
arXiv preprint, 2026. 项目主页 / 论文 / 代码 / 模型权重 / 在线体验
Jichen Hu*, Jiawei Guo*, Jiazhong Cen*, Chen Yang, Sikuang Li, Wei Shen.
WorldAct: Activating Monolithic 3D Worlds into Interactive-Ready Object-Centric Scenes.
NeurIPS, 2026.
Sikuang Li*, Chen Yang*, Jiemin Fang, Jiazhong Cen, Yuhe Wei, Jichen Pang, Wei Shen, Qi Tian.
SCULPT: Subtractive Composition for 3D Part Generation.
arXiv preprint, 2026.
Jiazhong Cen, Jiemin Fang, Sikuang Li, Guanjun Wu, Chen Yang, Taoran Yi, Zanwei Zhou, Zhikuan Bao, Lingxi Xie, Wei Shen, Qi Tian.
TIGON: Text-Image Conditioned 3D Generation.
CVPR, 2026.
Guanjun Wu*, Jiemin Fang*, Chen Yang*, Sikuang Li, Taoran Yi, Jia Lu, Zanwei Zhou, Jiazhong Cen, Lingxi Xie, Xiaopeng Zhang, Wei Wei, Wenyu Liu, Xinggang Wang, Qi Tian.
UniLat3D: Geometry-Appearance Unified Latents for Single-Stage 3D Generation.
Findings of CVPR, 2026.
Jia Lu*, Taoran Yi*, Jiemin Fang, Chen Yang, Chuiyun Wu, Wei Shen, Wenyu Liu, Qi Tian, Xinggang Wang.
Snap-Snap: Taking Two Images to Reconstruct 3D Human Gaussians in Milliseconds.
IEEE Trans. Circuits and Systems for Video Technology (TCSVT), 2026.
Sikuang Li*, Chen Yang*, Jiemin Fang, Taoran Yi, Jia Lu, Jiazhong Cen, Lingxi Xie, Wei Shen, Qi Tian.
WorldGrow: Generating Infinite 3D World.
AAAI, 2026. (Oral)
Jichen Hu*, Chen Yang*, Zanwei Zhou, Jiemin Fang, Qi Tian, Wei Shen.
Dereflection Any Image with Diffusion Priors and Diversified Data.
AAAI, 2026.
Zanwei Zhou, Taoran Yi, Jiemin Fang, Chen Yang, Lingxi Xie, Xinggang Wang, Wei Shen, Qi Tian.
Few-step Diffusion for 3D Generation by Learning Marginal Probability Path.
AAAI, 2026.
2025
Jiazhong Cen, Jiemin Fang, Chen Yang, Lingxi Xie, Xiaopeng Zhang, Wei Shen, Qi Tian.
Segment Any 3D Gaussians.
AAAI, 2025.
Zanwei Zhou, Chen Yang, Piao Yang, Xiaokang Yang, Wei Shen.
EndoDAV: Depth Any Video in Endoscopy with Spatiotemporal Accuracy.
MICCAI, 2025.
2024
Yabo Chen*, Chen Yang*, Jiemin Fang, Xiaopeng Zhang, Lingxi Xie, Wei Shen, Wenrui Dai, Hongkai Xiong, Qi Tian.
LiftImage3D: Lifting any single image to 3D Gaussians with video generation priors.
arXiv preprint, 2024.
Chen Yang*, Sikuang Li*, Jiemin Fang, Ruofan Liang, Lingxi Xie, Xiaopeng Zhang, Wei Shen, Qi Tian.
GaussianObject: High-Quality 3D Object Reconstruction from Four Views with Gaussian Splatting.
ACM Trans. Graphics (SIGGRAPH Asia), 2024.
Chen Yang*, Kailing Wang*, Yuehao Wang, Sikuang Li, Yan Wang, Qi Dou, Xiaokang Yang, Wei Shen.
EndoGSLAM: Real-time Dense Reconstruction and Tracking in Endoscopic Surgeries using Gaussian Splatting.
MICCAI, 2024.
Chen Yang, Kailing Wang, Yuehao Wang, Qi Dou, Xiaokang Yang, Wei Shen.
Efficient Deformable Tissue Reconstruction via Orthogonal Neural Plane.
IEEE Trans. Medical Imaging (TMI), 2024.
Kailing Wang*, Chen Yang*, Keyang Zhao, Xiaokang Yang, Wei Shen.
Realistic surgical simulation from monocular videos.
arXiv preprint, 2024.
Chen Yang*, Haoyu Zhao*, Hao Wang, Xingyue Zhao, Wei Shen.
SG-GS: Photo-realistic Animatable Human Avatars with Semantically-Guided Gaussian Splatting.
arXiv preprint, 2024.
Chen Yang*, Haoyu Zhao*, Hao Wang, Wei Shen.
CHASE: 3D-Consistent Human Avatars with Sparse Inputs via Gaussian Splatting and Contrastive Learning.
arXiv preprint, 2024.
2023
Jiazhong Cen*, Zanwei Zhou*, Jiemin Fang, Chen Yang, Wei Shen, Lingxi Xie, Dongsheng Jiang, Xiaopeng Zhang, Qi Tian.
Segment Anything in 3D with NeRFs.
NeurIPS, 2023.
Chen Yang, Kailing Wang, Yuehao Wang, Xiaokang Yang, Wei Shen.
Neural LerPlane Representations for Fast 4D Reconstruction of Deformable Tissues.
MICCAI, 2023. (Best Student Paper, Young Scientist Award)
Chen Yang, Peihao Li, Zanwei Zhou, Shanxin Yuan, Bingbing Liu, Xiaokang Yang, Weichao Qiu, Wei Shen.
NeRFVS: Neural Radiance Fields for Free View Synthesis via Geometry Scaffolds.
CVPR, 2023.
Peihao Li, Shaohui Wang, Chen Yang, Bingbing Liu, Weichao Qiu, Haoqian Wang.
NeRF-MS: Neural Radiance Fields with Multi-Sequence.
ICCV, 2023.
2022
Chen Yang, Shun-Yu Yao, Zan-Wei Zhou, Bin Ji, Guang-Tao Zhai, Wei Shen.
Poxture: Human Posture Imitation Using Neural Texture.
IEEE Trans. Circuits and Systems for Video Technology (TCSVT), 2022.
Zanwei Zhou, Ruizhe Zhong, Chen Yang, Yan Wang, Xiaokang Yang, Wei Shen.
A k-variate Time Series is Worth k Words: Evolution of the Vanilla Transformer Architecture for Long-term Multivariate Time Series Forecasting.
arXiv preprint, 2022.
Ruofan Liang, Jiahao Zhang, Haoda Li, Chen Yang, Yushi Guan, Nandita Vijaykumar.
SPIDR: SDF-based Neural Point Fields for Illumination and Deformation.
CVPR Workshop, 2022.
2021
Bin Ji, Chen Yang, Shunyu Yao, Ye Pan.
HPOF: 3D Human Pose Recovery from Monocular Video with Optical Flow.
ICMR, 2021.
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