Recent News
NEW
05/18/2025: Lu Jiang and Pengzhou Cai successfully defended their master's theses! Best wishes for their future endeavors!!
NEW
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!
NEW
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].
11/11/2024: 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).
08/05/2024: One paper was accepted by Frontiers in Microbiology.
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
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 Hybird 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 (Accepted)
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 (Submitted to IEEE TETCI for possible publication)
arXiv:2401.00722
[PDF] [Code]
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