• GUO, Jian

    Affiliate Professor

  • Email:

    guojian@idea.edu.cn

  • 　　

    　　

  • Support Staff:

    Phyllis Liu

  • Support Staff Email:

    yjliu@saif.sjtu.edu.cn

  • Research Interests

    Research/develop new deep/reinforcement learning algorithms and frameworks for finance time series prediction, trading execution, quantitative investment and risk management；Research new models/algorithms/systems for reasoning large-scale financial knowledge graphs, economic behaviors and economic events；Large-scale deep learning sequential modeling (aiming to 100B+ parameters) for financial market analysis and prediction；System1-system2 hybrid modeling and cognition machine learning driven by scenarios, applications and problems in finance

Jian Guo is an Affiliate Professor at Shanghai Advanced Institute of Finance (SAIF). He is a scientist and serial entrepreneur in AI technology and quantitative investment. As a founding member, Prof. Guo assisted Dr. Harry Shum to found the International Digital Economy Academy (IDEA) in 2020. As the executive president of IDEA and the Chief Scientist of AI Finance and Deep Learning, Jian Guo is leading a couple of cutting-edge R&D projects such as Digital Economy Brain and Quant4.0 Technical Platform. Jian Guo also serves as an adjunct professor of artificial intelligence at the Hong Kong University of Science and Technology (Guangzhou) and a professor of practice at Tsinghua University.

Prof. Guo started his professorship (tenure-track) at Harvard University in 2011, being a faculty/expert in data science and machine learning. He published a number of research papers in statistical machine learning, deep learning, reinforcement learning, large language model, knowledge graph and bioinformatics, and his research has been applied to various areas including recommendation systems, search engine systems, computational advertising, gene sequence analysis and genetic disease prognosis, credit risk analysis and quantitative investment. Prof. Guo is also one of the pioneering researchers who explored the application of deep/reinforcement learning techniques in finance investment and risk management, and he has experienced quantitative investment and entrepreneurship experience in financial market.

For more details, please refer to Jian Guo’s academic homepage:

https://www.idea.edu.cn/person/guojian/


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