Mingye Xu
Mingye Xu （徐名业)
PhD candidate
University of Chinese Academy of Sciences (UCAS)
Email: my.xu@siat.ac.cn

About Me (Google Scholar)

I am currently a 5-th year PhD Candidate at University of Chinese Academy of Sciences, China, advised by Prof. Yu Qiao. I will graduate in 2023. Now, I am fortunate to work with Prof. Yu Qiao and Prof. Yali Wang at Multimedia Lab (MMLAB) of Shenzhen Institute of Advanced Technology (SIAT), Chinese Academy of Sciences.

Research Interests

  • Point cloud proccessing: point cloud classification, point cloud part segmentation, Large-scale point cloud semantic segmentation, unsupervised point cloud learning, point cloud completion, etc.

News

  • 2023.03: One paper was accepted by T-PAMI.
  • 2023.03: One paper was accepted by CVPR2023.
  • 2022.10: One paper was accepted by TII.
  • 2021.10: Rank Second in the MVP completion track of the ICCV 2021, Workshop on Sensing, Understanding and Synthesizing Humans. (Results: 1st:5.011 2nd:5.012 3rd:5.146)
  • 2020.12: Two papers were accepted by AAAI2021.
  • 2019.11: One paper was accepted by AAAI2020.
  • 2018.07: One paper was accepted by ECCV2018.

Publications

CP3: Unifying Point Cloud Completion by Pretrain-Prompt-Predict Paradigm
Mingye Xu, Yali Wang, Yihao Liu, Yu Qiao

IEEE transactions on pattern analysis and machine intelligence(T-PAMI), 2023
[PDF] 

MM-3DScene: 3D Scene Understanding by Customizing Masked Modeling with Informative-Preserved Reconstruction and Self-Distilled Consistency
Mingye Xu, Mutian Xu, Tong He, Wanli Ouyang, Yali Wang, Xiaoguang Han, Yu Qiao

Proceedings of the IEEE conference on computer vision and pattern recognition (CVPR), 2023
[PDF] 

Dual-Branch Deep Point Cloud Registration Framework for Unconstrained Rotation
Kexue Fu, Zhihao Li, Mingye Xu, Xiaoyuan Luo, Manning Wang

IEEE Transactions on Industrial Informatics(TII), 2022
[PDF] 

Investigate Indistinguishable Points in Semantic Segmentation of 3D Point Cloud
Mingye Xu*, Zhipeng Zhou*, Junhao Zhang, and Yu Qiao

Association for the Advancement of Artificial Intelligence(AAAI), 2021
[PDF] 

Learning Geometry-Disentangled Representation for Complementary Understanding of 3D Object Point Cloud
Mutian Xu*, Junhao Zhang*, Zhipeng Zhou*,Mingye Xu, Xiaojuan Qi, and Yu Qiao

Association for the Advancement of Artificial Intelligence(AAAI), 2021
[PDF] 

Geometry Sharing Network for 3D Point Cloud Classification and Segmentation
Mingye Xu*, Zhipeng Zhou*, and Yu Qiao

Association for the Advancement of Artificial Intelligence(AAAI), 2020
[PDF] 

SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters
Yifan Xu*, Tianqi Fan*, Mingye Xu, Long Zeng, and Yu Qiao

European Conference on Computer Vision (ECCV), 2018

[PDF] 

Awards

  • Scholarship of SIAT, Chinese Academy of Sciences, 2020/2021
  • Merit student of University of Chinese Academy of Sciences (UCAS), 2019
  • Excellent graduation Design of Chollege of Computer Science and Electronic Engineering, Hunan University, 2018
  • Scholarship of Chollege of Computer Science and Electronic Engineering, Hunan University, 2016/2017
  • CCF software capability certification ranking Top 5% 2015

    • Research assistants

    Last Updated on 5th August, 2021