• IDEA研究院执行院长 —— Executive President of International Digital Economy Academy (IDEA)
• AI金融与深度学习研究中心负责人 —— Chief Scientist of AI Finance & Deep Learning at IDEA Research
• 香港科技大学实践教授 —— Professor of Practice at The Hong Kong University of Science and Technology
• 清华大学实践教授 —— Professor of Practice at Tsinghua University
• 香港科技大学（广州）金融科技校长咨询委员会委员 —— Advisor to the President for Financial Technology (Fintech)
As a founding member, Dr. Jian Guo is the first technical expert assisting Dr. Harry Shum to found the International Digital Economy Academy (IDEA), and he is acting as the Executive President of IDEA as well as the Chief Scientist of AI Finance and Deep Learning. He is the founder of IDEA’s AI Finance and Deep Learning Research Center (IDEA-FinAI), leading a number of research projects including FinAI-X (a.k.a Finance AI Brain), financial behavioral knowledge graph and relevant knowledge reasoning techniques, large-scale deep learning models for finance application, simulation of financial market micro-structure using reinforcement learning etc. In addition, Dr. Guo is a Professor of Practice at Tsinghua University (Shenzhen International Graduate School). He is also a Professor of Practice at Hong Kong University of Science and Technology (Guangzhou) and an Advisor to the President for Financial Technology (Fintech).
Prof. Guo started his professorship (tenure-track) at Harvard University, 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, probabilistic graphical model and bioinformatics, and his research have 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. Dr. 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 over five years quantitative investment and entrepreneurship experience in financial market. Dr. Guo received his Ph.D. degree from Department of Statistics at University of Michigan (major in machine learning) in US, and completed his undergraduate study from Tsinghua University (major in mathematics and applied mathematics) in China.
• 机器学习 Machine Learning
• 深度学习 Deep Learning
• 强化学习 Reinforcement Learning
• 概率图模型与生物信息学 Probabilistic Graphical Model and Bioinformatics
• 金融智能大脑 FinAI-X