Main Publications
LASA: Instance Reconstruction from Real Scans using A Large-scale Aligned Shape Annotation Dataset
Publication: CVPR 2024 [pdf] [project][code]
Authors: Haolin Liu, Chongjie Ye, Yinyu Nie, Yingfan He, Xiaoguang Han
DPHMs: Diffusion Parametric Head Models for Depth-based Tracking
Publication: CVPR 2024 [pdf] [project] [video][code]
Authors: Jiapeng Tang, Angela Dai, Yinyu Nie, Lev Markhasin, Justus Thies, Matthias Nießner
DiffuScene: Scene Graph Denoising Diffusion Probabilistic Model for Generative Indoor Scene Synthesis
Publication: CVPR 2024 [pdf] [project] [video][code]
Authors: Jiapeng Tang, Yinyu Nie, Lev Markhasin, Angela Dai, Justus Thies, Matthias Nießner
Learning 3D Scene Priors with 2D Supervision
Publication: CVPR 2023 [pdf][project] [video][code]
Authors: Yinyu Nie, Angela Dai, Xiaoguang Han, Matthias Nießner
NerVE: Neural Volumetric Edges for Parametric Edge Curve Extraction from Point Cloud
Publication: CVPR 2023 [pdf] [project] [video]
Authors: Xiangyu Zhu, Dong Du, Weikai Chen, Zhiyou Zhao, Yinyu Nie, Xiaoguang Han
PatchComplete: Learning Multi-Resolution Patch Priors for 3D Shape Completion on Unseen Categories
Publication: NeurIPS 2022 [pdf] [project] [video]
Authors: Yuchen Rao, Yinyu Nie, Angela Dai (2022)
Pose2Room: Understanding 3D Scenes from Human Activities
Publication: ECCV 2022 [pdf][project] [video][code]
Authors: Yinyu Nie, Angela Dai, Xiaoguang Han, Matthias Nießner (2022)
ME-PCN: Point Completion Conditioned on Mask Emptiness
Publication: ICCV 2021 [pdf]
Authors: Bingchen Gong, Yinyu Nie, Yiqun Lin, Xiaoguang Han, Yizhou Yu (2021)
Surgical Instruction Generation with Transformers
Publication: MICCAI 2021 [pdf]
Authors: Jinglu Zhang, Yinyu Nie, Jian Chang, Jian Jun Zhang (2021)
RfD-Net: Point Scene Understanding by Semantic Instance Reconstruction
Publication: CVPR 2021 [pdf] [project] [code] [video]
Authors: Yinyu Nie, Ji Hou, Xiaoguang Han, Matthias Nießner (2021)
Learning Part Generation and Assembly for Sketching Man‐Made Objects
Publication: CGF 2021 [pdf]
Authors: Dong Du, Heming Zhu, Yinyu Nie, Xiaoguang Han, Shuguang Cui, Yizhou Yu, Ligang Liu (2021)
Skeleton-bridged Point Completion: From Global Inference to Local Adjustment
Publication: NeurIPS 2020 [pdf] [project]
Authors: Yinyu Nie, Yiqun Lin, Xiaoguang Han, Shihui Guo, Jian Chang, Shuguang Cui, Jian Jun Zhang (2020)
Symmetric Dilated Convolution for Surgical Gesture Recognition
Publication: MICCAI 2020 [pdf]
Authors: Jinglu Zhang, Yinyu Nie, Yao Lyu, Hailin Li, Jian Chang, Xiaosong Yang, Jian J Zhang (2020)
Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image
Publication: CVPR 2020 / Award nominee (oral presentation) [pdf][supplemental][project][Talk][code]
Authors: Yinyu Nie, Xiaoguang Han, Shihui Guo, Yujian Zheng, Jian Chang, Jian Jun Zhang (2020)
Shallow2Deep: Indoor scene modeling by single image understanding
Publication: Pattern Recognition, 103, p.107271. [pdf]
Authors: Yinyu Nie, Shihui Guo, Jian Chang, Xiaoguang Han, Jiahui Huang, Shi-Min Hu, Jian Jun Zhang (2020)
A data-driven dynamics simulation framework for railway vehicles
Publication: Vehicle system dynamics, 56(3), pp.406-427. [pdf]
Authors: Yinyu Nie, Zhao Tang, Fengjia Liu, Jian Chang, Jian Jun Zhang (2018)