个人简介
赵鹏飞博士在香港科技大学获得计算机科学与工程博士学位,在此之前,在北京理工大学获得软件工程学士学位。他目前担任金融数学专业助理教授、香港科技大学博士生协同导师,并且是香港浸会大学-UIC联合研究所副研究员。
教学
MATH1073 微积分I
MATH1083 微积分II
COMP3153 C++编程语言
FINM2033 金融应用
COMP3143 数据结构
FINM3113 金融工程工作坊
MATH3013 离散数学
研究领域
人工智能、机器学习、及其在金融、投资、推荐系统领域的应用
近期论文
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Haoren Zhu, Hao Ge, Xiaodong Gu, Pengfei Zhao*, Dik Lun Lee, Influential Recommender System, Proceedings of the 39th IEEE International Conference on Data Engineering, Anaheim, California, USA, April 2023. (ICDE 2023, CCF Tier A, Corresponding author)
Haoren Zhu, Shih-Yang Liu, Pengfei Zhao*, Yingying Chen, Dik Lun Lee, Forecasting Asset Dependencies to Reduce Portfolio Risk, Proceedings of the 36th AAAI Conference on Artificial Intelligence (AAAI 2022) (CCF-A, Acceptance Rate 15%)
Haoren Zhu, Pengfei Zhao*, Yiu-Pong Chan, Hong Kang, Dik Lun Lee, Breast Cancer Early Detection with Time Series Classification, Proceedings of the 31st ACM International Conference on Information and Knowledge Management, Atlanta, Georgia, USA, October 2022 (CIKM 2022, CCF Tier B, Corresponding author)
Zhao, Pengfei., and Lee, D.L., How much novelty is relevant? It depends on your curiosity, Proc. of SIGIR Conference, Pisa, Italy 2016. (SIGIR2016, CCF Tier A, First author)
Zhao, Pengfei., Leung, K.W.-T., and Lee, D.L., Continuous Topically Related Queries Grouping and its Application on Interest Identification, Proc. of DASFAA Conference, Wuhan, China, 2013. (DASFAA2013, CCF Tier B, First author)