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.