Sun Yanfeng

Personal profile

Name:Sun Yanfeng

GenderFemale

Degrees:Ph.D.

Title:Professor

E-mail:yfsun@bjut.edu.cn

Current Professional Societies:

1. IEEE member

2. CCF member

Research Areas

1. Multi-function perception

2. Artificial intelligence

3. Pattern recognition and machine learning

Honors:

1. First Prize of Science and Technology Progress in Colleges and Universities of theMinistry ofEducation of the People’s Republic of China

Publications:

1. Yanfeng Sun, Junbin Gao, Xia Hong, Bamdev Mishra, Baocai Yin. Heterogeneous Tensor Decomposition For Clustering Via Manifold Optimization. IEEE Transactions On Pattern Analysis And Machine Intelligence, 2016, 38(3):476-489. [SCI: 000370738900005]

2. Haoran Chen, Yanfeng Sun, Junbin Gao, Yongli Hu, And Baocai Yin. Solving Partial Least Squares Regression Via Manifold Optimization Approaches. IEEE Transactions On Neural Networks And Learning Systems. 2019, 30(2): 588-600. [SCI:000457114600021]

3. Fujiao Ju,Yanfeng Sun, Junbin Gao, Yongli Hu And Baocai Yin. Probabilistic Linear Discriminant Analysis With Vectorial Representation For Tensor Data. IEEE Transactions On Neural Networks And Learning Systems. 2019, 30(10):2938-2950. [SCI:000487199000005]

4. Fujiao Ju, Yanfeng Sun, Junbin Gao, Yongli Hu, Baocai Yin. Vectorial Dimension Reduction For Tensors Based On Bayesian Inference. IEEE Transactions on Neural Networks and Learning Systems. 2018, 29(10):4579-4592. [SCI:000445351300003]

5. Fujiao Ju,YanfengSun,Junbin Gao,Yongli Hu,Baocai Yin, Image Outlier Detection And Feature Extraction Via L1-Norm-Based 2D Probabilistic PCA, IEEE Transactions On Image Processing, 2015, 24(12):4834-4846. [SCI :000362008200001]

6. Xiangjie Hu, Yanfeng Sun, Junbin Gao, Yongli Hu And Baocai Yin. Locality Preserving Projection Based On F-norm, In Proceedings Of 32th Association Of The Advance Of Artificial Intelligence (AAAI2018),Pp.1330-1337,New Orleans, Louisiana, USA, February 2-7, 2018. [EI:20190506435856]

Personal Statement:

Yanfeng Sun, professor and doctoral supervisor, is theViceDirector of BeijingKeyLaboratory ofMultimedia andIntelligentSoftwareTechnology. She has presided over 3 National Science Fund of China (NSFC), and participated in major and key projects of NSFC. Professor Sun also takes charge of severalprojects of Beijing Natural Science Fund.Participating in project of"Chinese Sign Language Broadcast System Based on Web"andwon the First Prize of Science and Technology Progress of Colleges and Universities. She has published more than100 academic papers in important international journals (IEEE TPAMI, IEEE TNNLS, IEEE TIP etc.) and international conferences (CVPR, AAAI, IJCAI, etc.).