I-Chan Chiu 中文

I-Chan Chiu 邱翊展

Assistant Professor of Economics · Fu Jen Catholic University

I study how assets are priced—and what financial language and artificial intelligence reveal beyond market prices.

My work connects empirical financial economics with applied AI, spanning investor expectations, financial disclosures, return predictability, and risk measurement.

Market prices Financial language AI signals

01 / Research output

Recent journal articles

All publications →

  1. SVIX, VIX, and cryptocurrency market return

    I. Chiu, M. Hung, and K. Yen

    The Quarterly Review of Economics and Finance, 2025.

  2. Firm-specific news sentiment and stock returns: the impact of relevance and time frames

    Y. Huang, I. Chiu, and M. Hung

    Applied Economics Letters, 2025.

  3. Finance-specific large language models: Advancing sentiment analysis and return prediction with LLaMA 2

    I. Chiu and M. Hung

    Pacific-Basin Finance Journal, 2025.

02 / Funded research

NSTC projects

National Science and Technology Council

NSTC 2026

Interpretable Artificial Intelligence in Dynamic Asset Pricing: Time-Varying Factor Importance through Machine-Learning Explainability

Principal Investigator

NSTC 2025

Language, Uncertainty, and Risk: An NLP Study of Earnings-Call Texts and Investor Expectations

Principal Investigator