Dr. Xinxin Zuo, Ph.D.

Winter Terms

COEN 691 - Advanced Robotic Vision (Graduate course)

Fall Terms

COEN 243 - Programming Methodology I (Undergraduate Course)

My primary research areas include machine learning, computer vision, and 3D vision. I have co-authored over 30 papers, which you can find in full on my Google Scholar Profile

3D AIGC

Zhihao Shi, Dong Huo, Yuhongze Zhou, Yan Min, Juwei Lu, Xinxin Zuo.  IMFine: 3D Inpainting via Geometry-guided Multi-view Refinement.  In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025. 

Yuxuan Mu, Xinxin Zuo, Chuan Guo, Yilin Wang, Juwei Lu, Xiaofeng Wu, Songcen Xu, Peng Dai, Youliang Yan, Li Cheng. GSD: View-Guided Gaussian Splatting Diffusion for 3D Reconstruction. In European Conference on Computer Vision (ECCV), 2024: 55-72.

Dong Huo, Zixin Guo, Xinxin Zuo, Zhihao Shi, Juwei Lu, Peng Dai, Songcen Xu, Li Cheng, Yee-Hong Yang. TexGen: Text-Guided 3D Texture Generation with Multi-view Sampling and Resampling. In European Conference on Computer Vision (ECCV), 2024: 352-268.

Yanhui Guo, Xinxin Zuo, Peng Dai, Juwei Lu, Xiaolin Wu, Li Cheng, Youliang Yan, Songcen Xu, Xiaofei Wu. Decorate3D: Text-Driven High-Quality Texture Generation for Mesh Decoration in the Wild.  In 2023 Conference on Neural Information Processing Systems (NeurIPS), 2023: 36664-36676.

Ji Yang, Xinxin Zuo,  Sen Wang, Zhenbo Yu, Xingyu Li, Bingbing Ni, Minglun Gong, Li Cheng. Object Wake-up: 3D Object Rigging from a Single Image. In European Conference on Computer Vision (ECCV), 2022: 311–327. 

3D Human

Yilin Wang, Chuan Guo, Yuxuan Mu, Muhammad Gohar Javed, Xinxin Zuo, Juwei Lu, Hai Jiang, Li Cheng.  MotionDreamer: One-to-Many Motion Synthesis with Localized Generative MaskCed Transformer.  In International Conference on Learning Representationsransactions (ICLR), 2025.

Chuan Guo, Yuxuan Mu, Xinxin Zuo, Peng Dai, Youliang Yan, Juwei Lu, Li Cheng.  Generative Human Motion Stylization in Latent Space.  In International Conference on Learning Representationsransactions (ICLR), 2024.

Shihao Zou, Xinxin Zuo, Sen Wang, Yiming Qian, Chuan Guo, Li Cheng.  Human Pose and Shape Estimation from Single Polarization Images. IEEE Transactions on Multimedia (TMM), 2023, 25: 3560-3572.

Chuan Guo, Xinxin Zuo, Sen Wang, Li Cheng. TM2T: Stochastic and Tokenized Modeling for the Reciprocal Generation of 3D Human Motions and Texts. In European Conference on Computer Vision (ECCV), 2022: 580-597.

Hao Zhu, Xinxin Zuo, Haotian Yang, Sen Wang, Xun Cao, Ruigang Yang. Detailed Avatar Recovery from Single Image. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).  2022, 44(11): 7363-7379. 

Chuan Guo, Shihao Zou,  Xinxin Zuo, Sen Wang, Wei Ji, Xingyu Li, Li Cheng. Generating Diverse and Natural 3D Human Motions from Text. In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022: 5152-5161.

Chuan Guo, Xinxin Zuo, Sen Wang,  Xinshuang Liu, Shihao Zou, Minglun Gong, Li Cheng. Action2video: Generating Videos of Human 3D Actions.  International Journal of Computer Vision (IJCV), 2022, 130(2) : 285-315.

Ji Yang, Youdong Ma, Xinxin Zuo, Sen Wang, Minglun Gong, Li Cheng. 3D Pose Estimation and Future Motion Prediction from 2D Images. Pattern Recognition (PR), 2022, 124: 108439.

Xinxin Zuo, Sen Wang, Jiangbin Zheng, Weiwei Yu, Minglun Gong, Ruigang Yang and Li Cheng. SparseFusion: Dynamic Human Avatar Modeling from Sparse RGBD Images. IEEE Transactions on Multimedia (TMM), 2021, 23: 1617-1629.

Shihao Zou, Chuan Guo, Xinxin Zuo, Sen Wang,  Pengyu Wang, Xiaoqin Hu, Shoushun Chen, Minglun Gong, Li Cheng. EventHPE: Event-based 3-D Human Pose and Shape Estimation. In IEEE/CVF International Conference on Computer Vision (ICCV), 2021: 10996-11005.