杨沛 Pei Yang

副教授/Associate Professor

华南理工大学

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Bio

I am an associate professor at South China University of Technology. I received the Bachelor degree from Shanghai Jiaotong University (SJTU), and the PhD degree from South China University of Technology (SCUT). I was a research scientist in Arizona State University (ASU).

Research Interests

My research focuses on statistical machine learning and data mining such as multi-task learning, transfer learning, deep learning, heterogeneous learning, meta learning, few-shot learning, and graph representation learning, with applications on healthcare, computer vision, intelligent transportation, bioinformatics, etc.

I have published about 30 research articles on referred journals and top conference proceedings, such as TKDE, TKDD, JAIR, KDD, ICDM, SDM, IJCAI, ACL, WSDM, etc. Our paper in ICDM 2016 had been selected as “Bests of the Conference”.

My research is supported by National Natural Science Foundation of China (NSFC).

Academic Activities

Program Committee / Reviewer for:

Conference:

       NeurIPS, ICML, IJCAI, AAAI, KDD, ICDM, SDM, WSDM, PAKDD, ACL, EMNLP, TheWebConf.

Journal:

      IEEE Transactions on Pattern Analysis and Machine Intelligence

      IEEE Transactions on Knowledge and Data Engineering

      ACM Transactions on Knowledge Discovery from Data

      Neural Computation

      Journal of Artificial Intelligence

      Pattern Recognition

      Information Fusion

      IEEE Transactions on Multimedia

      IEEE Transactions on Cybernetics

      ACM Transactions on Spatial Algorithms and Systems

      Journal of Computer Science and Technology




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