|
|
Jia Li (李嘉)
I am now a Lecturer in the School of Artificial Intelligence, Beijing Normal University.
From July 2018 to June 2020, I worked as a Boya postdoctoral researcher at Peking University working with Prof. Zhouchen Lin and Prof. Chao Xu. I was also a member of the ZERO Lab at Peking University.
I received my Ph.D. degree in computer science in 2017 from Beijing Jiaotong University, under the supervision of Prof. Zhouchen Lin and Prof. Jian Yu.
My research interests include machine learning, computer vision, image processing, and computational photography. |
jiali.gm@gmail.com or
jiali@bnu.edu.cn
News:
1. Jia Li, Mingqing Xiao, Cong Fang, Yue Dai, Chao Xu, and Zhouchen Lin. Training Neural Networks by Lifted Proximal Operator Machines. IEEE Trans. Pattern Analysis and Machine Intelligence, 44(6):3334-3348, 2022. [pdf]
Selected Publications:
6. Jia Li, Cong Fang, and Zhouchen Lin. Lifted Proximal Operator Machines. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), pp. 4181-4188, 2019. [pdf] [supplementary material]
5. Bo Liu, Liping Jing, Jia Li, Jian Yu, Alex Gittens, and Michael W. Mahoney. Group Collaborative Representation for Image Set Classification. International Journal of Computer Vision (IJCV), Vol. 127, No. 2, pp. 181-206, 2019. [pdf]
4. Jia Li, Chenyan Bai, Zhouchen Lin, and Jian Yu. Optimized Color Filter Arrays for Sparse Representation Based Demosaicking. IEEE Transactions on Image Processing (TIP), Vol. 26, No. 5, pp. 2381-2393, 2017. [pdf] [code]
3. Jia Li, Chenyan Bai, Zhouchen Lin, and Jian Yu. Automatic Design of High-Sensitivity Color Filter Arrays with Panchromatic Pixels. IEEE Transactions on Image Processing (TIP), Vol. 26, No. 2, pp. 870-883, 2017. [pdf] [supplementary material] [code]
2. Chenyan Bai, Jia Li, Zhouchen Lin, and Jian Yu. Automatic Design of Color Filter Arrays in the Frequency Domain. IEEE Transactions on Image Processing (TIP), Vol. 25, No.4, pp. 1793-1807, 2016. [pdf] [supplementary material] [code]
1. Chenyan Bai, Jia Li, Zhouchen Lin, Jian Yu, and Yen-Wei Chen. Penrose Demosaicking. IEEE Transactions on Image Processing (TIP), Vol. 24, No. 5, pp. 1672-1684, 2015. [pdf] [code]
Awards:
1. Excellent Ph.D. Thesis Award, by Beijing Society of Image and Graphics (2019)
2. Excellent Ph.D. Thesis Award, by Beijing Jiaotong University (2017)
Academic Activities:
1. Reviewer to Journals:
International Journal of Computer Vision, IEEE Transactions on Image Processing, IEEE Transactions on Computational Imaging, IEEE Transactions on Neural Networks and Learning Systems
2. Reviewer to Conferences:
NeurIPS 2018, ICML 2019, NeurIPS 2019, AAAI 2020, NeurIPS 2020, ICLR 2021, AAAI 2021
3. Memberships:
CSIG-MV (2018-present)
This website was last updated on August 15, 2020.