I am currently a 1st year Master at shenzhen International Graduate School, Tsinghua University, where I am advised by Professor Haoqian Wang and Yongbing Zhang. My research interest includes computer vision and histopathology image analysis.
π₯ News
- 2022.06: Β ππ One paper is accepted by MICCAI 2022 and won the Student Travel Award!
- 2022.05: Β ππ One paper is accepted by ISBI 2022!
- 2021.09: Β ππ One paper is accepted by NeurIPS 2021!
π Publications
Multiple Instance Learning with Mixed Supervision in Gleason Grading
Hao Bian*, Zhuchen Shao*, Yang Chen*, Yifeng Wang, Haoqian Wang, Jian Zhang, Yongbing Zhang
International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI2022. Won the Student Travel Award
The first Transformer-based mixed supervision method on the multiple instance learning framework for Gleason grading.
Yangen Zhan*, Hao Bian*, Yang Chen*, Xiu Li, Yongbing Zhang
The IEEE International Symposium on Biomedical Imaging (ISBI), 2022
An novel multiple instance learning model which exploits both ROI-level and slide-level information for the breast tumor subtype classification
Zhuchen Shao*, Hao Bian*, Yang Chen*, Yifeng Wang, Jian Zhang, Xiangyang Ji, Yongbing Zhang
Conference on Neural Information Processing Systems (NeurIPS), 2021
The first Transformer-based correlated multiple instance learning model for whole slide image classiο¬cation
Semantically-guided low-light image enhancement
Junyi Xie, Hao Bian, Yuanhang Wu, Yu Zhao, Linmin Shan, Shijie Hao
Pattern Recognition Letters, 2020
The first semantic-aware low-light image enhancement method.
π Project
- Expression and posture recognition (supervisor: Shijie Hao, Richang Hong). demo (Extraction code: xu4p)
- Terminal vision of image enhancement (supervisor: Shijie Hao, Meng Wang). demo(Extraction code: yn1d)
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Artistic style transformation (supervisor: Shijie Hao, Meng Wang). demo(Extraction code: yn1d)
- RoboCup Simulation 2D project.
π Honors and Awards
- 2021.06 Outstanding Graduates Awards (B.E.)
- 2020.10 National Scholarship (Top 1%)
- 2019.06 China University Student Computer Design Competition, National First Prize
- 2019.04 RoboCup World Cup (China), simulation 2D project, National Champion
- 2018.11 National College Student Mathematics Competition, First prize
- 2018.10 National Scholarship (Top 1%)
π Educations
- 2021.09 - 2024.06 (now), Master, Tsinghua University.
- 2017.09 - 2021.06, Undergraduate, Hefei University of Technology. (GPA: 4.01/4.3, Rank: 2/130)
π» Internships
- TBD