About Me

I’m a PhD student in Singapore University of Technology and Design (SUTD), advised by Prof. Jun Liu. I’m also a technical consultant for the startup Moxin Tech. Before that, I got the bachelor’s degree in June, 2020 from Beihang University and quit from the master project at the same school in 2021. I also spent some wonderful times in Megvii, Sensetime and Johns Hopkins University.

My research direction is computer vision. At present, most of my works are focused on image segmentation. I’m also committed to the industrial applications of computer vision technology.


[email protected]


(Apr 2023) We release the paper and code for SAM-Adapter, a pioneering attempt to finetune SAM !
(Mar 2023) One paper accepted to CVPR 2023 !
(Mar 2021) One paper accepted to CVPR 2021 !

Selected Publications

  • Continual Semantic Segmentation with Automatic Memory Sample Selection [pdf]
    Lanyun Zhu, Tianrun Chen, Jianxiong Yin, Simon See, Jun Liu
    CVPR 2023

  • Panoptic NeRF: 3D-to-2D Label Transfer for Panoptic Urban Scene Segmentation [pdf] [project]
    Xiao Fu, Shangzhan Zhang, Tianrun Chen, Yichong Lu, Lanyun Zhu, Xiaowei Zhou, Andreas Geiger, Yiyi Liao
    3DV 2022

  • Learning Statistical Texture for Semantic Segmentation [pdf] [zhihu]
    Lanyun Zhu, Deyi Ji, Shiping Zhu, Weihao Gan, Wei Wu, Junjie Yan
    CVPR 2021

  • Label-guided Attention Distillation for Lane Segmentation
    Zhikang Liu, Lanyun Zhu (Joint First Autor)
    Neurocomputing, 2021

  • Distance Guided Channel Weighting for Semantic Segmentation
    Lanyun Zhu, Shiping Zhu, Xuanyi Liu, Li Luo
    arXiv preprint arXiv:2004.12679, 2020


  • Research Intern | CCVL Lab, Johns Hopkins University| Apr 2020 - Sep 2021
    Mentor: Dr. Yingwei Li | Leader: Prof.Alan Yuille
  • Research Intern | Sensetime, Beijing, China | June 2020 - July 2021
    Mentor: Mr. Deyi Ji | Leader: Mr. Wei Wu
  • Research Intern | Megvii, Beijing, China | Sep. 2019 - May 2020
    Mentor: Dr. Zhikang Liu | Leader: Dr. Chi Zhang




I am a fan of Lionel Messi and Paris Saint-Germain. Even though PSG playes like crap, I still stick on watching multiple disgusting games. This may be the true meaning of football, research and life. (

Anyway, 加尔蒂下课!