Qiu-Shi YANG 杨秋实

Welcome all research collaboration, please don't hesitate to drop me emails if interested. Also feel free to discuss any interesting topics or questions related to AI techniques/engineering, starup, products and investment!

News

[02/2025] Our paper FedBM has been accepted by MedIA 2025.
[01/2025] Our paper Polyp-Gen has been accepted by ICRA 2025.
[01/2025] Our paper Long-tailed Medical Diagnosis has been accepted by Computers in Biology and Medicine.
[01/2025] Invited to serve as an Area Chair of MICCAI 2025 in Daejeon, South Korea.
[01/2025] Our paper PLOT has been accepted by IEEE JBHI 2025.
[11/2024] Our paper FedRVR has been accepted by IJCV 2024.
[08/2024] Pass the Ph.D. Defense.
[08/2024] 2 papers BCE and FoF have been accepted by BIBM 2024.
[06/2024] 2 papers From Static to Dynamic Diagnostics and FedBM have been accepted by MICCAI 2024.
[07/2023] Our paper MRM has been accepted by ICCV 2023.
[07/2023] Join Alibaba, DAMO to start research internship.
[05/2023] Our paper MRC-VFC has been early accepted by MICCAI 2023.
[02/2023] Our paper HABIT has been accepted by IEEE TMI 2023.
[06/2022] Our paper TEAR has been accepted by MICCAI 2022.
[05/2022] Our paper D2Net has been accepted by IEEE TMI 2022.
[03/2022] Our paper NLTE has been accepted by CVPR 2022.

Selected Publications｜Full list

Preprint:

• MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Qiushi Yang, Yuan Yao, Miaomiao Cui, Liefeng Bo. arXiv preprint 2025 [arXiv] [Code] [Project]

• Towards Fine-grained Interactive Segmentation in Images and Videos Yuan Yao, Qiushi Yang, Miaomiao Cui, Liefeng Bo. arXiv preprint 2025 [arXiv] [Code]

Journal:

• Progressive Distillation With Optimal Transport for Federated Incomplete Multi-Modal Learning of Brain Tumor Segmentation Qiushi Yang, Meilu Zhu, Peter Y. M. Woo, Leanne Lai-Hang Chan, Yixuan Yuan. IEEE Journal of Biomedical and Health Informatics (IEEE JBHI), 2025. (CCF-C, Impact Factor: 7.7) [Paper] [Code]

• Relation-Guided Versatile Regularization for Federated Semi-Supervised Learning Qiushi Yang, Zhen Chen, Zhe Peng, Yixuan Yuan. IEEE Journal of Biomedical and Health Informatics (IJCV), 2024. (CCF-A, Impact Factor: 14.5) [Paper] [Code]

• Hierarchical Bias Mitigation for Semi-Supervised Medical Image Classification Qiushi Yang, Zhen Chen, Yixuan Yuan. IEEE Transactions on Medical Imaging (IEEE TMI), 2023. (CCF-B, Impact Factor: 10.6) [Paper] [Code]

• D2-Net: Dual Disentanglement Network for Brain Tumor Segmentation With Missing Modalities Qiushi Yang, Xiaoqing Guo, Zhen Chen, Peter Y. M. Woo, Yixuan Yuan. IEEE Transactions on Medical Imaging (IEEE TMI), 2022. (CCF-B, Impact Factor: 10.6) [Paper] [Code]

Conference:

• Enhancing Clinical Information for Zero-Shot Medical Diagnosis by Prompting Large Language Model Qiushi Yang, Meilu Zhu, Yixuan Yuan. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024. (CCF-B) [Paper] [Code]

• MRM: Masked Relation Modeling for Medical Image Pre-Training with Genetics Qiushi Yang, Wuyang Li, Baopu Li, Yixuan Yuan. IEEE International Conference on Computer Vision (ICCV), 2023. (CCF-A) [Paper] [Code]

• Semi-Supervised Medical Image Classification with Temporal Knowledge-Aware Regularization Qiushi Yang, Xinyu Liu, Zhen Chen, Yixuan Yuan. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2022. (CCF-B) [Paper] [Code]

• Towards Robust Adaptive Object Detection under Noisy Annotations Xinyu Liu, Wuyang Li, Qiushi Yang, Baopu Li, Yixuan Yuan. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022. (CCF-A) [Paper] [Code]

• Learning Dynamic Convolutions for Multi-modal 3D MRI Brain Tumor Segmentation Qiushi Yang, Yixuan Yuan. International Conference on Medical Image Computing and Computer Assisted Intervention Brainlesion Workshop (MICCAI Workshop), 2020. [Paper]

• Detection of Rail Surface Defects Based on CNN Image Recognition and Classification Lidan Shang, Qiushi Yang, Jianing Wang, Shubin Li, Weimin Lei. IEEE International Conference on Advanced Communications Technology (ICACT), 2018 (Oral). [Paper]

Work Experience