师资资源
李春晓
- 系 别:数据与商务智能系
- 办公电话:+86 (0)21 52301593
- 职 称:助理教授
- 电子邮箱:chunxiao@sjtu.edu.cn
教师简介
-
工作经历
2021-至今 上海交通大学安泰经济与管理学院 AI-MBA项目 学术主任
2018-至今 上海交通大学安泰经济与管理学院 助理教授,硕士生导师教育背景
亚利桑那州立大学 W.P.凯瑞商学院 管理学博士
中国科学技术大学 生命科学/统计与金融 双学士研究领域
金融科技、用户行为、AI伦理(公平性、透明性、可解释性)、社会网络
科研项目
项目参与人,“累积创新和质量竞争视角下的软件专利制度研究 ”,自然科学基金面上项目,项目编号:72271189,2023年1月-2025年12月,48万,在研
项目负责人,“投资认知推理及智能模型”项目,中国太平洋保险(集团)股份有限公司,项目编号:JD20211117-1,2021年11月-2022年12月,96万,在研
项目负责人,“AI算法与业务模型可解释性研究”项目,中银金融科技有限公司,项目编号:BOCFT-IT-2021041,2021年10月-2022年12月,60万,在研
工作论文Chunxiao Li*, Hongchang Wang, Songtao Jiang, Bin Gu, The Effect of AI-Enabled Credit Scoring on Financial Inclusion: Evidence from 1M Underserved Population, major revision at MIS Quarterly
Le Huang, Fan Xia, Hui Chen, Bowen Hu, Chunxiao Li*, Yaohui Jin*, Yanyan Xu*, Reconstructing Human Activities via Coupling Mobile Phone Data with Location-Based Social Networks, under review at Travel Behaviour and Society
Chunxiao Li, Hongchang Wang, Songtao Jiang, Bin Gu* Does AI-based Credit Scoring Improve Financial Inclusion? Assessing Borrowers’ Credit Worthiness by Their Mobile Usage Activities, under review at MIS Quarterly
Mengdi Yu, Tao Yang, Chunxiao Li, Yaohui Jin, Yanyan Xu*, "Mitigating Bus Bunching via Hierarchical Multi-Agent Reinforcement Learning", submitted to IEEE Transactions on Intelligent Transportation Systems
Yanqing Ding, Yuanqi He, Chunxiao Li, Guan Wang, Understanding the Black-box Models with Explainable Artificial Intelligence: A theoretical and Practical Perspective, revising the manuscript
Yanyan Xu, Chunxiao Li, Yaohui Jin, Xiaokang Yang, Marta C. Gonzalez, Agent-based large-scale simulation model for COVID-19 spread and control research, revising the manuscript
Trustworthy Platform: Against the Big Data-enabled Price Discrimination, working with T3 tech
Depth First or Breadth First? Evidence from An Empirical Advertising Experiment, working with T3 tech
期刊论文
Yanjie Fu, Guannan Liu, Yong Ge, Pengyang Wang, Chunxiao Li, Hui Xiong (2018) Representing Urban Forms: A Collective Learning Model with Heterogeneous Human Mobility Data. IEEE Transactions on Knowledge and Data Engineering (TKDE)
Yili Hong, Ni Huang, Gord Burtch, Chunxiao Li (2016) Culture, Conformity and Emotional Suppression in Online Reviews. Journal of the Association for Information Systems (JAIS)
科学研究
-
期刊论文:
Yanjie Fu, Guannan Liu, Yong Ge, Pengyang Wang, Chunxiao Li, Hui Xiong (2018) Representing Urban Forms: A Collective Learning Model with Heterogeneous Human Mobility Data. IEEE Transactions on Knowledge and Data Engineering (TKDE)
Yili Hong, Ni Huang, Gord Burtch, Chunxiao Li (2016) Culture, Conformity and Emotional Suppression in Online Reviews. Journal of the Association for Information Systems (JAIS)
会议论文:
Hongchang Wang, Chunxiao Li*, Bin Gu. Does AI-based Credit Scoring Improve Financial Inclusion? Assessing Borrowers’ Credit Worthiness by Their Mobile Usage Activities. International Conference on Information Systems (ICIS 2019) Conference
Chunxiao Li*, Hongchang Wang, Wei Min, Bin Gu. Predicting Financial Risk Using Non-Financial Data: Design and Evaluation of a Predictive Analytics Framework. The annual Americas Conference on Information Systems (AMCIS 2019)
Chunxiao Li*, Bin Gu, Julian Guo. Strategic Behavior in Online Behavioral Intervention Platforms: Quasi-experiment on a mobile intervention app. The 7th International Conference for Smart Health (ICSH 2018) Best Conference Paper, Runner-up
Chunxiao Li, Bin Gu, Julian Guo. Strategic Behavior in Online Behavioral Intervention Platforms. INFORMS Conference on Information Systems and Technology (CIST 2017)
工作论文:
With Yanjie Fu and Mingjie Zhu. A Context-based Approach for Dialogue Act Recognition
With Bin Gu. AI and Inclusive Financial System
主讲课程
-
本科生课程:战略管理、人工智能导论