I am a Ph.D. student of biomedical engineering in the School of Basic Medical Science, Fudan University, advised by Prof. Zhijian Song and Prof. Manning Wang. Before that, I received my B.S. degree of Marine Technology from Ocean University of China in 2020.

My research interests include medical image processing, information fusion and data mining.

Publications

2022

• DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification
  Linhao Qu*, xiaoyuan Luo*, Shaolei Liu, Manning Wang#, Zhijian Song#
  International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022.

• Wavelet-based self-supervised learning for multi-scene image fusion
  Shaolei Liu*, Linhao Qu*, Manning Wang#, Zhijian Song#
  Neural Computing and Applications (IF=5.606), 2022.

• TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework using Self-Supervised Multi-Task Learning
  Linhao Qu*, Shaolei Liu*, Manning Wang#, Zhijian Song#
  Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2022.

Preprint

2022

• TransFuse: A Unified Transformer-based Image Fusion Framework using Self-supervised Learning
  Linhao Qu*, Shaolei Liu*, Manning Wang, Shiman Li, Siqi Yin, Qin Qiao#, Zhijian Song#
  arXiv preprint arXiv:2201.07451, 2022.

Honors & Awards

• Academic Scholarship, Fudan University, 2021.09
• Xianghui Scholarship, Fudan University, 2020.09
• Outstanding Graduates, Shandong Province, China, 2020.06
• Outstanding Bachelor’s Thesis, Ocean University of China, 2020.06
• National Scholarship, Ocean University of China, 2017.09 and 2019.09
• National First Prize, China Undergraduate Mathematical Contest in Modeling, 2018.09