I am currently pursuing my Ph.D. at School of Computer Science, Wuhan University, advised by Prof.Zhongyuan Wang. My academic journey began at the same institution, where I obtained my Bachelor’s and Master’s degrees, guided by Prof.Hua Zou. My CV can be found here.

My research focuses on machine learning and deep learning, particularly in gait recognition and medical imaging (including image generation, disease classification, and medical treatment planning). I am also interested in multi-modal learning, long-tailed classification, few-shot learning, self-supervised learning, time series data processing, and road network representation learning.

🔥 News

• 2024.06:  🎉🎉 One papar was accepted by MICCAI 2024.
• 2023.12:  🎉🎉 One papar was accepted by Information Fusion.
• 2023.10:  🎉🎉 One papar was accepted by BIBM 2023.
• 2023.06:  🎉🎉 One papar was accepted by MICCAI 2023.
• 2022.06:  🎉🎉 One papar was accepted by MICCAI 2022.

📝 Publications

MICCAI 2024

Refining Intraocular Lens Power Calculation: A Multi-modal Framework Using Cross-layerAttention and Effective Channel Attention

Qian Zhou, Hua Zou, Zhongyuan Wang, Haifeng Jiang, Yong Wang

MICCAI 2024 (Poster) | [Paper] [Poster] [Code]

Information Fusion

Uncertainty-aware incomplete multimodal fusion for few-shot Central Retinal Artery Occlusion classification

Qian Zhou, Ting Chen, Hua Zou, Xuan Xiao

Information Fusion | [Paper]

BIBM 2023

RHViT: A Robust Hierarchical Transformer for 3D Multimodal Brain Tumor Segmentation Using Biased Masked Image Modeling Pre-training

Qian Zhou, Hua Zou, Fei Luo, Yishi Qiu

BIBM 2023 (Regular Paper) | [Paper]

MICCAI 2023

Incomplete Multimodal Learning for Visual Acuity Prediction After Cataract Surgery Using Masked Self-Attention

Qian Zhou, Hua Zou, Haifeng Jiang, Yong Wang

MICCAI 2023 (Poster) | [Paper] [Poster] [Code]

MICCAI 2022

Long-Tailed Multi-label Retinal Diseases Recognition via Relational Learning and Knowledge Distillation

Qian Zhou, Hua Zou, Zhongyuan Wang

MICCAI 2022 (Poster) | [Paper] [Poster]

📖 Educations

• 2023.09 - Now, Ph.D. Student, Computer Science and Technology, School of Computer Science, Wuhan University (WHU).
• 2021.09 - 2023.06, Master of Engineering, Computer Technology, School of Computer Science, Wuhan University (WHU).
• 2017.09 - 2021.06, Bachelor of Engineering, Software Engneering, School of Computer Science, Wuhan University (WHU).