简介

学士，中国科学技术大学 2010

博士，美国亚利桑那州立大学 2019

特任副教授，中国科学技术大学 科技商学院、管理学院 2023-至今

研究兴趣

生成式模型（Generative modeling）；因果推断（Causal Inference）; 算法公平性（Algorithmic Fairness）; 

纠偏（Debias）; AI治理（AI Governance）; 平台经济（Platform Economy）

学术获奖

Workshop on Information Technologies and Systems (WITS) Best Paper Award Nominee 2025

INFORMS ISS Bapna-Ghose Social Justice                Best Paper Award                              2025

CSWIM                                                                         Best Paper Award Nominee              2024

9th International Conference on Smart Finance (ICSF) Best Paper Award                            2024

INFORMS eBUSINESS                                                Best Paper Award Runners-up         2023

ICSH                                                                              Best Paper Award Runners-up         2018

期刊论文发表

1.       Lai Jiang, Jiale Wang, Chunxiao Li, Yaohui Jin, & Yanyan Xu. (2025). An empirical study of enterprise investment relationship networks in China. Humanities and Social Sciences Communications, 12(1), 1-13.

2.      Weihua Cheng, Hanwen Du, Chunxiao Li*, Ersheng Ni, Liangdi Tan, Tianqi Xu, Yongxin Ni*. Uncertainty-aware Knowledge Tracing. The 40th Annual AAAI Conference on Artificial Intelligence-Artificial Intelligence for Social Impact (AAAI-AISI2025) [CCF-A]

3.       Chunxiao Li, Hongchang Wang, Songtao Jiang, Bin Gu. （2024）The Effect of AI-Enabled Credit Scoring on Financial Inclusion: Evidence from 1M Underserved Population. MIS Quarterly. [UTD24, FT50, ABS-4] https://ssrn.com/abstract=4812172

4.       Mengdi Yu, Tao Yang, Chunxiao Li, Yaohui Jin*, Yanyan Xu*. (2024) Mitigating Bus Bunching via Hierarchical Multi-Agent Reinforcement Learning, IEEE Transactions on Intelligent Transportation Systems. https://ieeexplore.ieee.org/document/10440179  [CCF-B, JCR-Q1, IF=8.5]

5.    Kai Wang, Gengda Zhao, Wenjie Zhang, Xuemin Lin*, Ying Zhang, Yizhang He, Chunxiao Li* (2023). “Cohesive Subgraph Discovery over Uncertain Bipartite Graphs,” IEEE Transactions on Knowledge and Data Engineering (TKDE). Volume: 35, Issue: 11, pp. 11165 – 11179 [CCF-A, JCR-Q1, SCIE-Q1, SCI-Q2, IF=8.9]

6.       Le Huang, Fan Xia, Hui Chen, Bowen Hu, Chunxiao Li*, Yaohui Jin*, Yanyan Xu* (2023). Reconstructing Human Activities via Coupling Mobile Phone Data with Location-Based Social Networks. Travel Behaviour and Society [JCR-Q2, IF=5.2]

7.       Danqing Li*, Long Yan, Luzhe Hu, Yixuan Li, Bowen Hu, Chunxiao Li, Yulun Song, Yanyan Xu (2023). “Closing the Gap Between Static and Dynamic User Equilibrium in Traffic Assignment: A Multiple Cities Study,” Scientific Reports [JCR-Q2, IF=4.6]

8.     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). 31(3), pp. 535-548 [CCF-A, JCR-Q1, SCIE-Q1, SCI-Q2, IF=8.9]

9.       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) vol17/iss11 17(11), pp. 737-758 DOI 10.17705/1jais.00443 [ABS-4, JCR-Q1, SCIE-Q1, SSCI-Q1, IF=5.8]

近期工作论文（2026年4月更新）

1.       From Proxy IV to Generative IV: Causal Inference via Latent Structure Identification. With Yongxin Ni; Zhiqiang (Eric) Zheng; Bin Gu

2.       Beyond Automation: The Impact of Robotaxi Services on Ride-Hailing Consumer Behavior. With Tong Shen, Chen Liang, Xinxin Li. Major revisions at ISR

3.       Augmented Algorithms, Adaptive Humans? Evidence from a Natural Experiment. With Chen Liang, Tong Shen, Shuliu Yuan, Bin Gu. Major revisions at ISR

4.       Nudging for Re-engaging Multi-homing Consumers: Evidence from a Randomized Field Experiment. With Xi Jing, Tong Shen, Chen Liang, Bin Gu

5.       Do AI Agents Create Value? Evidence from a Ride-Hailing Platform. With Mingyu Zheng, Tong Shen, Chen Liang

6.       Can LLMs theorize like human researchers in qualitative research. With Tianqi Xu, Yongxin Ni, Xianwei Shi

7.       Machine Behaviorism: Exploring the Behavioral Dynamics of Large Language Models in Decision Making. With Yongxin Ni, Eric Zheng, Bin Gu.

8.       The Toll of Driver Moral Hazard on Ride-Hailing Platforms. With Mengwei Qu, Chen Liang, Bin Gu

招生信息

拟培养2026级博士生2名、硕士生2名，以及本科生RA若干

欢迎multi-disciplinary背景的、对上述研究领域有兴趣的学生

团队的国际合作导师

Bin Gu, 讲席教授, Everett W. Lord Distinguished Scholar, Stanford/Elsevier Top 2% Scientists（2025）Department chair, Information Systems, Boston University
Eric Zheng, 讲席教授, Ashbel Smith Professor in IS and Finance, University of Taxes at Dallas
Chen Liang, 副教授, University of Connecticutt