Lei Li

李磊

College of Computer and Cyber Security, Hebei Normal University

Hello! My name is Lei Li, and I am currently a lecturer at the College of Computer and Cyber Security, Hebei Normal University, Shijiazhuang, China.

Education

Ph.D 2020~2024

Supervisor: Prof. Beizhan Wang

Xiamen University, Xiamen, China

Bachelor 2016~2020

Supervisor: Prof. Shaozi Li

Xiamen University, Xiamen, China

Research Interests

Computer Vision Medical Image Analysis

Publications

Authors with underline are supervised students, † indicates equal contribution, and * indicates corresponding author.

Mamba-Enhanced Decoder with Prototype Consistency for Semi-Supervised Medical Image Segmentation

Dong Chen, Yunrong Zhang, Xiaonan Li, Haibin Ma, Liang Tian, Lei Li*

International Conference on Intelligent Computing (ICIC) 2025

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Enhancing semi-supervised medical image segmentation with boundary awareness and competitive contrastive learning

Zhikang Lin, Zhenteng Li, Jiawei Su, Lei Li, Sheng Lian.

Biomedical Signal Processing and Control (BSPC) 2025

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VCLIPSeg: Voxel-Wise CLIP-Enhanced Model for Semi-supervised Medical Image Segmentation

Lei Li, Sheng Lian, Zhiming Luo, Beizhan Wang, Shaozi Li.

Medical Image Computing and Computer Assisted Interventions (MICCAI) 2024 (early accept)

PDF Code

Learning multi-organ segmentation via partial- and mutual-prior from single-organ datasets

Lei Li, Sheng Lian, Zhiming Luo, Beizhan Wang, Shaozi Li.

Biomedical Signal Processing and Control (BSPC) 2024

PDF Code

Learning multi‐organ and tumor segmentation from partially labeled datasets by a conditional dynamic attention network

Lei Li, Sheng Lian, Dazhen Lin, Zhiming Luo, Beizhan Wang, Shaozi Li.

Concurrency and Computation: Practice and Experience (CCPE) 2024

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Learning multi-organ segmentation via partial- and mutual-prior from single-organ datasets

Sheng Lian†, Lei Li†, Zhiming Luo, Zhun Zhong, Beizhan Wang, Shaozi Li.

Biomedical Signal Processing and Control (BSPC) 2023

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Symmetrical supervision with transformer for few-shot medical image segmentation

Yao Niu, Zhiming Luo, Sheng Lian, Lei Li, Shaozi Li, Haixin Song.

IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2022

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CMRI Segmentation Domain Generalization by Random Style Transfer

Haixin Song, Lei Li, Zhiming Luo, Sheng Lian, Shaozi Li.

International Conference on Information Technology in Medicine and Education (ITME) 2022

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Learning Consistency- and Discrepancy-Context for 2D Organ Segmentation

Lei Li†, Sheng Lian†, Zhiming Luo, Beizhan Wang, Shaozi Li, Shuo Li.

Medical Image Computing and Computer Assisted Interventions (MICCAI) 2021 (early accept)

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A global and local enhanced residual u-net for accurate retinal vessel segmentation

Sheng Lian, Lei Li, Guiren Lian, Xiao Xiao, Zhiming Luo, Shaozi Li.

IEEE/ACM transactions on computational biology and bioinformatics (TCBB) 2021

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A weakly supervised tooth‐mark and crack detection method in tongue image

Hui Weng, Lei Li, Huangwei Lei, Zhiming Luo, Candong Li, Shaozi Li.

Concurrency and Computation: Practice and Experience (CCPE) 2021

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An iterative transfer learning framework for cross‐domain tongue segmentation

Lei Li, Zhiming Luo, Mengting Zhang, Yuanzheng Cai, Candong Li, Shaozi Li.

Concurrency and Computation: Practice and Experience (CCPE) 2020

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SERU: A cascaded SE‐ResNeXT U‐Net for kidney and tumor segmentation

Xiuzhen Xie, Lei Li, Sheng Lian, Shaohao Chen, Zhiming Luo.

Concurrency and Computation: Practice and Experience (CCPE) 2020

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Professional Services

Invited Reviewer

IEEE Journal of Biomedical and Health Informatics

Invited Reviewer

Biomedical Signal Processing and Control

Some Useful Links

CS Journal/Conference Ranking List by China Computer Federation

Recent arxiv papers on CS.CV by arxiv

Linggle - Language Reference Search Engines by Linggle

Science topics by ScienceDirect

Recent Medical Image Analysis Articles by MedIA journal

Recent IEEE TMI Articles by IEEE TMI journal

Dive into Deep Learning by Amazon

Tips for Writing Technical Papers by Jennifer Widom

Pattern Recognition and Machine Learning by Chris Bishop

A Course in Machine Learning by Hal Daume III

Top 10 Tips to catch the deadline with your tutor by Yiran Chen

readpaper & 论文十问 by readpaper.com

献给CV入门者 by 中科院吴怀宇

Friends

厦门大学-智能多媒体实验室

Zhiming Luo Sheng Lian

Zhun Zhong Guodong Du

Dong Chen Fengxiang Yang