Statistics PhD / Quantitative Finance

Yulin Zhu

Stochastic control, high-frequency markets, and mathematical finance at The Chinese University of Hong Kong.

Beijing -> Toronto -> Connecticut -> Baltimore -> NY -> HK

Current
2nd Year PhD
Department
CUHK Statistics
Focus
Stochastic Control
Base
Hong Kong

Stochastic control and quantitative finance.

I study mathematical models for high-frequency trading, market microstructure, and cryptocurrency market dynamics.

Model sketch Control boundary
HFT
market microstructure
SDE
continuous-time models
CTRL
optimal intervention
Research focus

My research interests lie at the intersection of mathematics and finance. I am currently exploring optimal control problems in high-frequency trading and theoretical frameworks for cryptocurrency market dynamics.

01
Stochastic control for execution and trading decisions
02
Crypto market microstructure and adverse selection
03
Deep learning tools for quantitative finance

Experience

Trading, research, and risk work across crypto markets, derivatives, asset management, and institutional research.

Junior Trader

Pulsar Trading

Hong Kong

High-frequency cryptocurrency market making. Applied deep learning models to reduce adverse selection before starting the PhD.

Summer Analyst

Millennium Management

New York City

Equity derivatives and volatility risk analysis, with work on risk models for options trading strategies.

Quantitative Researcher Intern

Kronos Research

Hong Kong

High-frequency cryptocurrency trading research across statistical arbitrage and market microstructure.

Deep Learning Researcher

Wellington Management / ECB / EIB

Columbia University

Conducted deep learning research for financial applications during the Columbia MFE program under Prof. Ali Hirsa.

Education

Academic background across statistics, financial engineering, applied mathematics, and pure mathematics.

2024 - Present

The Chinese University of Hong Kong

Ph.D. in Statistics
Supervisors: Prof. Tony Sit & Prof. Hoi-Ying Wong

2022 - 2023

Columbia University

M.Sc. in Financial Engineering, Dept. IEOR

2017 - 2021

The Johns Hopkins University

B.Sc. in Applied Math & Statistics, Minor in Pure Math
Transferred to Applied Math & Stats during senior year and finished the major in 1 year. I was previously pursuing Public Health during Junior year, Computer Science during Sophomore year, and Chemical & Biomolecular Engineering during freshman year.

Class of 2017

The Hotchkiss School

High School Diploma. Varsity Athlete in Baseball.

Risk Management

Teaching assistant work for RMSC2001, Introduction to Risk Management.

Spring 2026 RMSC2001 - Introduction to Risk Management
Fall 2025 RMSC2001 - Introduction to Risk Management
Spring 2025 RMSC2001 - Introduction to Risk Management
Fall 2024 RMSC2001 - Introduction to Risk Management

Get in touch.

For research, teaching, and quantitative finance conversations.

Email
yulin.zhu[at]link.cuhk.edu.hk
Office
Lady Shaw Building, Room G24
CUHK, Hong Kong