研究领域

数据科学与应用数学

教育背景

2005-2009        学士        中山大学

2009-2014        博士        新加坡国立大学

工作经历

2024 至今  副教授,清华大学丘成桐数学科学中心

2018-2024  助理教授,清华大学丘成桐数学科学中心

2015-2017  博士后,新加坡国立大学 

发表论文

[1] Guanhua Zhu, Wei Liu, Chenglong Bao, Dudu Tong, Hui Ji, Zuowei Shen, Daiwei Yang and Lanyuan Lu. Investigating energy-based pool structure selection in the structure ensemble modeling with experimental distance constraints: the example from a multi-domain protein Pub 1. Proteins: Structure, Function, and Bioinformatics. 86(5) 501-514. 2018

[2] Jae Kyu Choi, Chenglong Bao (*) and Xiaoqun Zhang (*). PET-MRI joint reconstruction by joint sparsity based tight frame regularization. SIAM Journal on Imaging Sciences. 11(2). 1179-1204 2018

[3] Chenglong Bao, George Barbastathis, Hui Ji, Zuowei Shen and Zhengyun Zhang. Coherence retrieval via trace regularization. SIAM Journal on Imaging Sciences. 11(1) 679-706. 2018

[4] Zhengyun Zhang, Chenglong Bao(*), Hui Ji, Zuowei Shen and George Barbastathis. Apparent coherence loss in phase space tomography. Journal of the optical society of America A. (34)11,2025-2033, 2017

[5] Chenglong Bao, Bin Dong, Likun Hou, Zuowei Shen, Xiaoqun Zhang and Xue Zhang. Image restoration by minimizing zero norm of wavelet frame coefficients. Inverse Problems, 32(1), 2016

[6] Changqing Wang, Judy Kipping, Chenglong Bao, Hui Ji and Anqi Qiu. Cerebellar functional parcellation using sparse dictionary learning clustering. Frontiers in Neuroscience, 10(188), 2016

[7] Yuhui Quan, Chenglong Bao and Hui Ji. Equiangular kernel dictionary learning with applications to dynamic texture analysis. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, 2016

[8] Chenglong Bao, Hui Ji, Yuhui Quan and Zuowei Shen. Dictionary learning for sparse coding: Algorithms and convergence analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence, 38(7), 1356-1369, 2016

[9] Chenglong Bao, Hui Ji and Zuowei Shen. Convergence analysis for iterative data-driven tight frame construction scheme. Applied and Computational Harmonic Analysis, 38(3), 510-523, May. 2015

[10] Chenglong Bao, Hui Ji and Yuhui Quan. A convergent incoherent dictionary learning algorithm for sparse coding. European Conference on Computer   Vision (ECCV), Zurich, 2014

[11] Chenglong Bao, Hui Ji, Yuhui Quan and Zuowei Shen. L0 norm based dictionary learning by proximal methods with global convergence. IEEE   Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, 2014

[12] Chenglong Bao, JianFeng Cai and Hui Ji. Fast sparsity-based orthogonal dictionary learning for image restoration. International Conference on   Computer Vision (ICCV), Sydney, 2013

[13] Chenglong Bao, Yi Wu, Haibin Ling and Hui Ji. Real time L1 tracker using accelerated proximal gradient approach. IEEE Conference on Computer Vision       and Pattern Recognition (CVPR), Rhode Island, 2012