Naixin Guo

Research Assistant Professor

Center for AI for Social Science

Education Background
  • 2021-2026: City University of Hong Kong, Decision Analysis and Operations Research, Doctoral Degree (Full-time)
  • 2017-2021: Peking University, Statistics, Master's Degree (Full-time)
  • 2013-2017: Jilin University, Statistics, Bachelor's Degree (Full-time)

 

Work Experience:

  • 2026-Present: Center for AI for Social Science, Shenzhen Loop Area Institute, Research Assistant Professor
Research Fields
Core Research Interests:Machine Learning, Financial Text Analysis, Asset Pricing
Interdisciplinary Research Fields:Artificial Intelligence and Business (AI + Business), Financial Technology (FinTech)
Email
naixinguo@slai.edu.cn
Biography

Naixin Guo is a Research Assistant Professor at the Center for AI for Social Science, Shenzhen Loop Area Institute. She received his PhD in Decision Analysis and Operations from City University of Hong Kong in 2026. Her research focuses on the intersection of artificial intelligence and business, with core interests in machine learning, large language models, natural language processing, and AI agents in economics and finance.  Collaboration and communication with students in statistics, economics, finance, and artificial intelligence are welcome.

Academic Publications
  1. Bie S, Feng G, Guo N*, He J. Can news predict firm bankruptcy? Journal of Financial Markets, 2026, 79(C): 101002 (SSCI / JCR Q2, DOI: 10.1016/j.finmar.2025.101002)
  2. Guo N*, Luo R, Zhou Z. Fast Conformal Prediction Using Conditional Interquantile Intervals. Proceedings of the AAAI Conference on Artificial Intelligence, 2026, 40(26): 21468-21476 (DOI: 10.1609/aaai.v40i26.39294)