Sheng Lian

College of Computer and Data Science, Fuzhou University
School of Informatics, Xiamen University, China
Schulich School of Medicine and Dentistry,
University of Western Ontario (Western University, UWO), Canada

Google Scholar, ORCID

Email: shenglian [at] , or lancerlian [at]

Hello! I am currently a lecturer at the College of Computer and Data Science, Fuzhou University. I received my Ph.D. from the Department of Artificial Intelligence, Xiamen University (XMU) under the supervision of Prof. Shaozi Li. I was also a joint Ph.D. student in Department of Medical Imaging and Medical Biophysics, Western University (UWO), London, Canada, under the supervision of Prof. Shuo Li. I received the B.S. degree from School of Computer Science, Huazhong University of Science and Technology (HUST) in 2014. My research interests include medical image analysis and computer vision.


APRIL: Anatomical Prior-guided ReInforcement Learning for Accurate Carotid Lumen Diameter and Intima-media Thickness Measurement

Sheng Lian, Zhiming Luo, Cheng Feng, Shaozi Li, Shuo Li.

Medical Image Analysis (MedIA) 2021   

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   

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   

Attention guided U-Net for accurate iris segmentation

Sheng Lian, Zhiming Luo, Zhun Zhong, Xiang Lin, Songzhi Su, Shaozi Li.

Journal of Visual Communication and Image Representation (JVCIR) 2018   

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 (equal contribution, early accept)   

Leveraging Virtual and Real Person for Unsupervised Person Re-Identification

Fengxiang Yang, Zhun Zhong, Zhiming Luo, Sheng Lian, Shaozi Li.

IEEE Transactions on Multimedia (TMM) 2019   

Symmetrical Supervision with Transformer for Few-shot Medical Image Segmentation

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

International Conference on Bioinformatics & Biomedicine (BIBM) 2022   

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   

Weighted Res-UNet for High-Quality Retina Vessel Segmentation

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

IEEE ITME 2018   

Anchor Free Network for Multi-Scale Face Detection

Chengji Wang, Zhiming Luo, Sheng Lian, Shaozi Li.

IEEE ICPR 2018   

Professional Services

Guest Editor for Bioengineering SI on "Recent Advance of Machine Learning in Biomedical Image Analysis", (call for papers)

Technical Committee (TC) member for MILLAND-2023 (MICCAI workshop),(call for papers)

Invited Reviewer for IEEE Transactions on Neural Networks and Learning Systems (TNNLS)

Invited Reviewer for Knowledge-Based Systems (KBS)

Invited Reviewer for Neurocomputing

Invited Reviewer for Journal of Visual Communication and Image Representation (JVCIR)

Invited Reviewer for Scientific Reports, BMC Medical Imaging

Invited Reviewer for ICME, ICPR, IJCNN


机器学习(参考材料) by Sheng Lian

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

献给CV入门者 by 中科院吴怀宇


Zhiming LuoZhun Zhong

Guodong DuLei Li

Last update: April 12, 2021. Webpage template borrows from Xiaoyu Du, Xiangnan He and Weinan Zhang.