The Effect of AI-Enabled Credit Scoring on Financial Inclusion: Evidence from 1M Underserved Population
Chunxiao Li, Hongchang Wang, Songtao Jiang, Bin Gu
MIS Quarterly
Chunxiao Li
Associate Professor
School of Management, University of Science and Technology of China (USTC)
I am an Associate Professor at the School of Management, University of Science and Technology of China (USTC). My research interests lie at the intersection of Generative Modeling, Causal Inference, Algorithmic Fairness, Debias, AI Governance, and Platform Economy.
I received my Ph.D. from Arizona State University in 2019, and my B.S. from the University of Science and Technology of China in 2010.
Selected Publications
Mitigating Bus Bunching via Hierarchical Multi-Agent Reinforcement Learning
Mengdi Yu, Tao Yang, Chunxiao Li, Yaohui Jin, Yanyan Xu
IEEE Transactions on Intelligent Transportation Systems
Cohesive Subgraph Discovery over Uncertain Bipartite Graphs
Kai Wang, Gengda Zhao, Wenjie Zhang, Xuemin Lin, Ying Zhang, Yizhang He, Chunxiao Li
IEEE Transactions on Knowledge and Data Engineering (TKDE)
Representing Urban Forms: A Collective Learning Model with Heterogeneous Human Mobility Data
Yanjie Fu, Guannan Liu, Yong Ge, Pengyang Wang, Chunxiao Li, Hui Xiong
IEEE Transactions on Knowledge and Data Engineering (TKDE)
Recent Working Papers
From Proxy IV to Generative IV: Causal Inference via Latent Structure Identification
With Chunxiao Li, Yongxin Ni, Zhiqiang (Eric) Zheng, Bin Gu
Beyond Automation: The Impact of Robotaxi Services on Ride-Hailing Consumer Behavior
With Tong Shen, Chen Liang, Xinxin Li, Chunxiao Li
Prospective Students
I am looking for 2 Ph.D. students, 2 Master students (starting in 2026), and multiple undergraduate RAs. Students with a multi-disciplinary background and an interest in my research areas are welcome to apply.