Yuxue Yang  
(杨 禹雪)

Institute of Automation, Chinese Academy of Sciences

prof_pic.jpg

Hi! I am currently a second year Ph.D. student at the New Laboratory of Pattern Recognition (NLPR), Institute of Automation, Chinese Academy of Sciences (CASIA), School of Artificial Intelligence, University of Chinese Academy of Sciences (UCAS), supervised by Prof. Zhaoxiang Zhang. Before that, I got my Bachelor’s degree from Nankai University in 2023, majoring in intelligent science and technology.

My research focuses on computer vision and pattern recognition, particularly on the following topics:

  • LiDAR-based Object Detection
  • Label-efficient Learning
  • 3D Reconstruction

News

Jan 17, 2024 :tada: Our paper “MixSup: Mixed-grained Supervision for Label-efficient LiDAR-based 3D Object Detection” was accepted by ICLR 2024!
Jul 14, 2023 :tada: Our paper “Once Detected, Never Lost: Surpassing Human Performance in Offline LiDAR based 3D Object Detection” was accepted by ICCV 2023!
Jun 05, 2023 :tada: Our paper “Super Sparse 3D Object Detection” was accepted by IEEE TPAMI 2023!
Feb 28, 2023 :tada: Our paper “GFIE: A Dataset and Baseline for Gaze-Following From 2D to 3D in Indoor Environments” was accepted by CVPR 2023!

Publications

  1. trimgs_teaser.png
    Trim 3D Gaussian Splatting for Accurate Geometry Representation
    Lue Fan*Yuxue Yang*, Minxing Li, Hongsheng Li, and Zhaoxiang Zhang
    arXiv preprint arXiv:2406.07499, 2024
  2. ICLR
    MixSup_teaser.png
    MixSup: Mixed-grained Supervision for Label-efficient LiDAR-based 3D Object Detection
    Yuxue Yang, Lue Fan, and Zhaoxiang Zhang
    In The Twelfth International Conference on Learning Representations (ICLR) , 2024
  3. ICCV
    CTRL_teaser.png
    Once Detected, Never Lost: Surpassing Human Performance in Offline LiDAR based 3D Object Detection
    Lue Fan, Yuxue Yang, Yiming Mao, Feng Wang, Yuntao Chen, Naiyan Wang, and Zhaoxiang Zhang
    In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) , Oct 2023
  4. TPAMI
    FSD++_teaser.png
    Super Sparse 3D Object Detection
    Lue Fan, Yuxue Yang, Feng Wang, Naiyan Wang, and Zhaoxiang Zhang
    IEEE Transactions on Pattern Analysis and Machine Intelligence, Oct 2023
  5. CVPR
    GFIE_teaser.png
    GFIE: A Dataset and Baseline for Gaze-Following From 2D to 3D in Indoor Environments
    Zhengxi Hu, Yuxue Yang, Xiaolin Zhai, Dingye Yang, Bohan Zhou, and Jingtai Liu
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , Jun 2023

Academic Service

Conference Reviewer:

  • IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
  • The Thirteenth International Conference on Learning Representations (ICLR), 2025
Journal Reviewer:
  • IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024
  • free-Counters.org