研究领域

应用数学

教育背景

2014-2019 数学博士 新加坡国立大学

2010-2014 数学学士 北京大学

科研经历

2018-2023 博士后 新加坡国立大学数学系

代表性论文

1. Yuhui Quan, Zhile Chen, Tongyao Pang, and Hui Ji. Unsupervised Deep Learning for Phase Retrieval via Teacher-student Distillation. 37th AAAI Conference on Artificial Intelligence (AAAI), Washington, Feb, 2023

2. Huan Zheng, Tongyao Pang, Hui Ji. Unsupervised Deep Learning with Untrained Network for Video Denoising. 37th AAAI Conference on Artificial Intelligence (AAAI), Washington, Feb, 2023

3. Yuhui Quan, Mingqin Chen, Tongyao Pang, and Hui Ji. Dual-domain Self-supervised Learning and Model Adaption for Deep Compressive Imaging. European Conference on Computer Vision (ECCV), Tel Aviv,Oct, 2022

4. Mingqin Chen, Peikang Lin, Yuhui Quan, Tongyao Pang and Hui Ji. Unsupervised Phase Retrieval Using Deep Generative Prior. IEEE Transactions on Signal Processing, 70: 2239ś2252, 2022.

5. Yuhui Quan, Mingqin Chen, Tongyao Pang, and Hui Ji. Unsupervised Deconvolution via Deep Ensemble. International Journal of Computer Vision, 130: 1770ś1789, 2022 .

6. Tongyao Pang, Zuowei Shen, Sparse Estimation: An MMSE approach. Constructive Approximation, to appear.

Aid#329153/Curriculum Vitae/2022-12-21/www.mathjobs.org

7. Tongyao Pang, Huan Zheng, Yuhui Quan, Hui Ji. Recorrupted-to-Recorrupted: Unsupervised Deep Learning for Image Denoising. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, Jun. 2021.

8.Tongyao Pang, Quan Yuhui, Hui Ji. Self-supervised Bayesian Deep Learning for Image Recovery with Applications to Compressive Sensing. European Conference on Computer Version, virtual, Aug.2020.

9. Yuhui Quan, Mingqin Chen, Tongyao Pang, and Hui Ji. Self2Self with Dropout: Learning Self-supervised Denoising from Single Image. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, Jun. 2020.

10. Tongyao Pang, Chunlin Wu, Zhifang Liu. A Cubic Spline Penalty for Sparse Approximation under Tight Frame Balanced Model. Advances in Computational Mathematics, 46(2), 2020.

11. Tongyao Pang, Qingna Li, Zaiwen Wen, Zuowei Shen. Phase retrieval: A Data-driven Wavelet Frame Based Approach. Applied and Computational Harmonic Analysis, 49 (2020), 971-1000.