Recent News
NEW
09/25/2025: Zunhui Xia and Mei Wang received the First-Class Academic Scholarship for Graduate Students, CQUT (￥10,000). Congratulations to them!
NEW
08/22/2025: One paper on generalist model and efficient attention for medical image recognition was accepted by Physics in Medicine and Biology (PMB). Congrats to Zunhui Xia!
NEW
07/21/2025: Invited to serve as a reviewer for the IEEE Transactions on Computational Social Systems (TCSS).
05/18/2025: Lu Jiang and Pengzhou Cai successfully defended their master's theses! Best wishes for their future endeavors!!
04/22/2025: Invited to serve as a reviewer for the IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).
02/27/2025: Invited to serve as a reviewer for the IEEE Transactions on Image Processing (TIP).
01/28/2025: Invited to serve as a reviewer for the IEEE/CAA Journal of Automatica Sinica (JAS).
01/14/2025: Hongxing Li, Zunhui Xia, and Yanxin Li received research funding (gzlcx20253251, gzlcx20253223, and gzlcx20253250, respectively) granted by Chongqing University of Technology under the High-quality Development Action Plan for Graduate Education. Congrats!
12/20/2024: Invited to serve as a reviewer for the IEEE Transactions on Medical Imaging (TMI).
12/12/2024: Yanxin Li, Zunhui Xia, and Hongxing Li completed their thesis proposal defenses, with Zunhui Xia and Hongxing Li being rated as Excellent for their quality presentations and research work. Congrats to them!
12/10/2024: Lu Jiang and Pengzhou Cai successfully passed the mid-term defenses. Congrats to them!
11/22/2024: My new homepage was launched [Link].
11/17/2024: Invited to serve as a reviewer for the IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).
11/11/2024: Zunhui Xia received the First-Class Academic Scholarship for Graduate Students, CQUT (￥10,000). Congratulations!
11/01/2024: One paper was accepted by MICCAI Workshop on IUGC 2024. Congrats to Zunhui Xia!
10/16/2024: Our team won fourth place in the MICCAI IUGC 2024 competition. Congrats to Zunhui Xia and Hongxing Li!
10/10/2024: One paper was accepted by MMM 2025. Congrats to Pengzhou Cai!
09/16/2024: One collaborative paper was accepted by Medical Image Analysis (MedIA).
08/24/2024: Invited to serve as a reviewer for the IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI).
08/23/2024: Invited to serve as a reviewer for the IEEE Transactions on Neural Networks and Learning Systems (TNNLS).
08/09/2024: Invited to serve as a reviewer for the IEEE Transactions on Multimedia (TMM).
08/05/2024: One paper was accepted by Frontiers in Microbiology.
07/08/2024: Invited to serve as a reviewer for the IEEE Transactions on Biomedical Engineering (TBME).
04/25/2024: Invited to serve as a reviewer for the IEEE Journal of Biomedical and Health Informatics (JBHI).
01/06/2024: One paper was accepted by Biomedical Engineering/Biomedizinische Technik.
12/05/2023: Lu Jiang and Pengzhou Cai completed their thesis proposal defenses, with Pengzhou Cai being rated as Excellent. Congratulations to them!
04/25/2023: Lu Jiang received research funding (Grant No. gzlcx20233212) from Chongqing University of Technology under the High-quality Development Action Plan for Graduate Education. Congrats to Lu Jiang.
04/19/2023: One paper was accepted by Multimedia Tools and Applications.
02/08/2022: My homepage was launched [Link].
12/30/2021: One paper was recommended to Journal of Computer Science and Technology.
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Selected Publications
2025
Lu Jiang and Libin Lan
MVS-SupCon: Multimodal Video Summarization with Supervised Contrastive Learning
International Conference on Image Processing and Intelligent Control (IPIC)
Zunhui Xia, Hongxing Li, and Libin Lan
TCSAFormer: Efficient Vision Transformer with Token Compression and Sparse Attention for Medical Image Segmentation
arXiv:2508.04058
[PDF] [Code]
Zunhui Xia, Hongxing Li, and Libin Lan
MedFormer: Hierarchical Medical Vision Transformer with Content-Aware Dual Sparse Selection Attention
Physics in Medicine and Biology (PMB), 70(19): Article 195005
[PDF] [Code] [arXiv Link]
Libin Lan, Hongxing Li, Zunhui Xia, and Yudong Zhang
DMAF-Net: An Effective Modality Rebalancing Framework for Incomplete Multi-Modal Medical Image Segmentation
arXiv:2506.11691
[PDF] [Code]
Libin Lan, Hongxing Li, Zunhui Xia, Juan Zhou, Xiaofei Zhu, Yongmei Li, Yudong Zhang, and Xin Luo
Cross-Modal Clustering-Guided Negative Sampling for Self-Supervised Joint Learning from Medical Images and Reports
arXiv:2506.11674
[PDF] [Code]
Libin Lan, Yanxin Li, Xiaojuan Liu, Juan Zhou, Jianxun Zhang, Nannan Huang, and Yudong Zhang
MSLAU-Net: A Hybrid CNN-Transformer Network for Medical Image Segmentation
arXiv:2505.18823
[PDF] [Code]
Ruining Deng, ..., Pengzhou Cai, Libin Lan, Ze Zhao, ..., Yuankai Huo
KPIs 2024 Challenge: Advancing Glomerular Segmentation from Patch- to Slide-Level (Submitted to MedIA for possible publication)
arXiv:2502.07288
[PDF]
Pengzhou Cai, Xueyuan Zhang, Xiaowen Wang, Baolin Du, Libin Lan, and Ze Zhao
A Robust Deep Learning Method for WSI-Level Diseased Glomeruli Segmentation
International Conference on Medical Image Computing and Computer Assisted Intervention Workshop on MOVI 2024 (MICCAI Workshop on MOVI 2024)
[Code]
Libin Lan, Lu Jiang, Tianshu Yu, Xiaojuan Liu, and Zhongshi He
FullTransNet: Full Transformer with Local-Global Attention for Video Summarization
arXiv:2501.00882
[PDF] [Code]
Jieyun Bai, Zihao Zhou, ..., Pengzhou Cai, Lu Jiang, Libin Lan, ..., Yaosheng Lu, and Karim Lekadir
PSFHS Challenge Report: Pubic Symphysis and Fetal Head Segmentation from Intrapartum Ultrasound Images
Medical Image Analysis (MedIA), 99: Article 103353
[PDF] [Code]
Pengzhou Cai, Lu Jiang, Yanxin Li, Xiaojuan Liu, and Libin Lan
Pubic Symphysis-Fetal Head Segmentation Network Using BiFormer Attention Mechanism and Multipath Dilated Convolution
International Conference on MultiMedia Modeling (MMM)
[PDF] [Code]
2024
Zunhui Xia, Hongxing Li, and Libin Lan
DSSAU-Net: U-Shaped Hybrid Network for Pubic Symphysis and Fetal Head Segmentation
International Conference on Medical Image Computing and Computer Assisted Intervention Workshop on IUGC 2024 (MICCAI Workshop on IUGC 2024)
[PDF] [Code]
Xiaojuan Liu, Cong Xiang, Libin Lan, Chuan Li, Hanguang Xiao, and Zhi Liu
Lesion Region Inpainting: An Approach for Pseudo-Healthy Image Synthesis in Intracranial Infection Imaging
Frontiers in Microbiology (FMICB), 15: Article 1453870
Lin Ma, Junjie Wang, Shu Gong, Libin Lan, Li Geng, Siping Wang, and Xin Feng
Self-Supervised Context-Aware Correlation Filter for Robust Landmark Tracking in Liver Ultrasound Sequences
Biomedical Engineering/Biomedizinische Technik (BMT), 69(4): 383-394
[PDF]
Pengzhou Cai, Xueyuan Zhang, Libin Lan, and Ze Zhao
Cross-Organ and Cross-Scanner Adenocarcinoma Segmentation using Rein to Fine-tune Vision Foundation Models
arXiv:2409.11752
[Link]
Libin Lan, Pengzhou Cai, Lu Jiang, Xiaojuan Liu, Yongmei Li, and Yudong Zhang
BRAU-Net++: U-Shaped Hybrid CNN-Transformer Network for Medical Image Segmentation
arXiv:2401.00722
[PDF] [Code]
2023
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