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Publications
Full publications can also be found in my Google Scholar.
2025
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.
arXiv preprint, 2025.
Sikuang Li*, Chen Yang*, Jiemin Fang, Taoran Yi, Jia Lu, Jiazhong Cen, Lingxi Xie, Wei Shen, Qi Tian.
WorldGrow: Infinite 3D Scene Generation with Structured Latents.
AAAI, 2026. (Oral)
Jichen Hu*, Chen Yang*, Zanwei Zhou, Jiemin Fang, Qi Tian, Wei Shen.
Dereflection Any Image with Diffusion Priors and Diversified Data.
arXiv / 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.
arXiv / AAAI, 2026.
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. (Oral, 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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