基本信息  

姓名:李嘉

职称:讲师

办公室地址:科技楼A213

电子邮箱:jiali@bnu.edu.cn

 

 

研究领域  
机器学习、图像处理
教育背景  

2003.09-2007.06,郑州大学信息与计算科学专业,学士

2009.09-2012.06,郑州大学计算机软件与理论,硕士

2012.09-2017.06,北京交通大学计算机科学与技术专业,博士

工作经历  

2017.08-2018.06,北京三星研究院,研发工程师

2018.07-2020.06,北京大学,博雅博士后

2020.07-至今,北京师范大学人工智能学院,讲师

奖励与荣誉  

2019年北京图象图形学学会优秀博士论文奖

2017年北京交通大学优秀博士论文奖

社会兼职  

1. 中国图象图形学学会机器视觉专委会委员。

2. 期刊审稿人:International Journal of Computer Vision, IEEE Transactions on Image Processing,IEEE Transactions on Computational Imaging, IEEE Transactions on Neural Networks and Learning Systems等。

3. 会议审稿人:NeurIPS 2018/2019/2020/2021, ICML 2019, AAAI 2020/2021/2022, ICLR 2021/2022等。

学术代表成果  

1. Jia Li, Mingqing Xiao, Cong Fang, Yue Dai, Chao Xu, and Zhouchen Lin. Training neural networks by lifted proximal operator machines. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020.

2. Jia Li, Cong Fang, and Zhouchen Lin. Lifted proximal operator machines. AAAI Conference on Artificial Intelligence, 2019.

3. 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, Vol. 127, No. 2, pp. 181–206, 2019.

4. Jia Li, Chenyan Bai, Zhouchen Lin, Jian Yu. Automatic design of high-sensitivity color filter arrays with panchromatic pixels. IEEE Transactions on Image Processing, 2017, 26(2): 870-883.

5. Jia Li, Chenyan Bai, Zhouchen Lin, Jian Yu. Optimized color filter arrays for sparse representation based demosaicking. IEEE Transactions on Image Processing, 2017, 26(5): 2381-2393.

6. Chenyan Bai, Jia Li, Zhouchen Lin, and Jian Yu. Automatic design of color filter arrays in the frequency domain. IEEE Transactions on Image Processing, 2016, 25(4): 1793-1807.

7. Chenyan Bai, Jia Li, Zhouchen Lin, Jian Yu, and Yen-Wei Chen. Penrose demosaicking. IEEE Transactions on Image Processing, Vol. 24, No. 5, pp. 1672-1684, 2015.