李阳阳
李阳阳(Yangyang Li)
Institute of Mathematics, AMSS, Chinese Academy of Sciences,
No.55 ZhongGuanCun East Road, Beijing 100190, P. R. China.
E-mail: yyliAT amss.ac.cn
Employment
2021-- Institute of Mathematics, C.A.S, Assistant Professor
2019-2021 Academy of Mathematics and Systems Science, C.A.S, Postdoctoral Fellow
Education
2012-2019 PhD. Engineering, Institute of Mathematics, C.A.S, Advisor: Ruqian Lu
2008-2012 Undergraduate, Department of Mathematics, Hebei University
Current Research Interests
Geometric machine learning; Deep learning; Manifold learning; Metric learning
Publications
1. Yangyang Li, Curvature-aware Manifold Learning, Pattern Recognition, 2018, 83, 273-286.
2. Yangyang Li and Ruqian Lu, Locality Preserving Projection on SPD Matrix Lie Group: Algorithm and Analysis, Science China Information Sciences, 2018, 61(9) 092104:1-092104:15.
3. Yangyang Li and Ruqian Lu. Applying Ricci Flow to High Dimensional Manifold Learning. Science China Information Sciences, 62(9) :192101:1-192101:14, 2019.
4. Yangyang Li and Ruqian Lu. Curvature Flow Learning: Algorithm and Analysis. Science China Information Sciences, 2020.