Short Bio
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Hello, I'm Hongzheng. I received my Bachelors Degree at Beihang University.
I am currently interested in AI alignment.
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Publications
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Uncertainty estimation for safety-critical scene segmentation via fine-grained reward maximization
Hongzheng Yang*, Cheng Chen*, Yueyao Chen, Markus Scheppach, Hon Chi Yip, Qi Dou
NeurIPS, 2023.
[paper]
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Dltta: Dynamic learning rate for test-time adaptation on cross-domain medical images
Hongzheng Yang, Cheng Chen, Meirui Jiang, Quande Liu, Jianfeng Cao, Pheng Ann Heng, Qi Dou
IEEE TMI, 2022.
[paper]
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Honors and Awards
- Champion of MICCAI FeTS Challenge, to participate in Generalization "In The Wild" track.
- Bachelors Thesis with Distinction
- Honor Student Scholarship for all Academic Years - Beihang University
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Miscellaneous
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Professional Activities
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).
International Conference on Machine Learning (ICML).
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Teaching Experience
- 2022-2023 Fall Fundamentals of Artificial Intelligence (CSCI 3230 & ESTR 3108).
- 2023-2024 Fall Fundamentals of Artificial Intelligence (CSCI 3230 & ESTR 3108).
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