Yuhan Song

Yuhan Song

Ph.D. Candidate in Finance · HEC Montréal

Welcome! I am a Ph.D. candidate in Finance at HEC Montréal, and I was a visiting Ph.D. scholar at Princeton University in Spring 2025. My research lies in empirical asset pricing and derivatives. I work on 0DTE options and high-frequency econometrics to study price discovery, market efficiency, and the pricing of risks at intraday horizons.

I am on the 2026-2027 academic job market.

CV |Google Scholar

Email: yuhan.song@hec.ca

Job Market Paper

Pre-FOMC Uncertainty Accumulation: Evidence from 0DTE Options

Using 0DTE SPX options, I show that the option-implied uncertainty of the prospective shock accumulates rather than resolves before scheduled FOMC announcements. The implied uncertainty monotonically rises from 10:00 ET to the 14:00 ET release and largely collapses at the announcement. Both the level and the accumulation of the implied uncertainty strongly forecast realized volatility in any window after the announcement time, but not prior to it. The implied skewness is uniformly negative, varies little, and does not predict returns. Immediately after the introduction of Wednesday-expiring 0DTE options, the pre-announcement drift documented in the literature disappears, indicating that the drift reflected compensation for previously unobservable event uncertainty. The same accumulation-and-release pattern appears around FOMC Minutes and the closing auction, scaled to their information content. The 0DTE option market prices any regularly anticipated concentration of price discovery in the same accumulating fashion, whether macroeconomic or microstructural.

Pre-announcement drift before and after the introduction of Wednesday-expiring 0DTE options
Pre-announcement drift before and after the introduction of Wednesday-expiring 0DTE options

Presentations: HEC Montréal; CIREQ Financial Econometrics Conference (2026, poster); CIREQ–HEC Women in Econometrics Conference (2026, poster).

Working Papers

The Factor Structure of 0DTE Option Returns

with Christian Dorion and Piotr Orłowski

Zero-days-to-expiration (0DTE) options have become half of SPX trading volume. We ask which systematic risks their returns compensate and whether their prices are efficient. Six factors: three realized return moments and three variance-dynamics components, span 30-minute SPX option returns at maturities from 45 minutes up to 15 days, and price 0DTEs jointly with longer-dated contracts. Warehousing gamma and absorbing jump-skewness exposure earn premiums; the variance-component premiums differ but sum to zero intraday. Remaining alpha concentrates in 0DTEs, yet a factor-neutral strategy becomes infeasible under minimal transaction costs. Option alphas fall as inventories build and, secondarily, intermediary balance sheet conditions tighten.

Intraday ATM alphas and cumulative returns of the factor-neutral portfolio

Presentations: AFA (2027, scheduled); Concordia University*; Derivatives and Asset Pricing Conference (2026)*; Northwestern University*; 17th Annual SoFiE Conference (2025)*; Queen's University*; Western University*; FMA/Cboe Conference on Derivatives and Volatility (2024)*; HEC Montréal*.
*: presented by a coauthor.

Teaching

Instructor

Investment (B.B.A.), HEC Montréal

Summer 2025

Teaching Assistant

  • Fixed Income Securities (M.Sc.), HEC Montréal

    2026

  • Derivatives (M.Sc.), HEC Montréal

    2023–2026