个人简介
Experiences
- Ph.D. (Institute of Semiconductors, CAS, China).
- Professor and Director of the Institute of Computer Applied Technology at Beijing University of Technology.
- 2 books in Chinese: An Introduction to Deep Learning with Analysis of Cases (2016); Deep Learning: Mastering Convolution Neural Networks from Beginner (2018).
研究领域
Research Interests
Pattern recognition, machine learning, artificial intelligence.
- Convolutional Neural Networks; Deep Learning and Machine Learning; Pattern Recognition; Theory of Cognitive
Relativity, etc.
近期论文
查看导师新发文章
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[1] Y. Li and T. Zhang. "Deep Neural Mapping Support Vector Machines", Neural Networks, vol.93, 2017, pp.185-194.
[2] Y. Li and Q. Leng. "Alternating Multiconlitron: A Novel Framework for Piecewise Linear Classification", Pattern Recognition (PR), vol.48, 2015, pp.968-975.
[3] Y. Li, H. Li and Z. Cai. "Fast Orthogonal Haar Transform Pattern Matching via Image Square Sum", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 36(9), 2014, pp.1748-1760.
[4] Y. Li, B. Liu, X. Yang, Y. Fu and H. Li. "Multiconlitron: A General Piecewise Linear Classifier", IEEE Transactions on Neural Networks (TNN), 22(2), 2011, pp.276-289.
[5] Y. Li and B. Liu. "A Normalized Levenshtein Distance Metric", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 29(6), 2007, pp.1091-1095.