AI · Statistics · Quantitative finance

Ziliang Shen 沈梓梁

I study intelligent systems through the lenses of statistical theory and quantitative finance.

Researcher Turing Fund Management

Academic CV 中文简历 Selected work
Ziliang Shen wearing sunglasses beside a lighthouse
Ziliang Shen / 沈梓梁 Open to thoughtful exchanges
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About

A little about me

Portrait of Ziliang Shen outdoors in a suit

I am currently a Researcher at Turing Fund Management. My research passion lies at the intersection of AI and statistical theories, with a specific focus on scaling laws, statistical mechanics, and reinforcement learning in finance.

Previously, I obtained my Ph.D. in Statistics from Shanghai University of Finance and Economics. Outside academics, I care deeply about literature, art, psychoanalysis, movies, and jazz. It would be a pleasure to connect and exchange ideas with you.

“Love is the minimal unit of communism.”

Alain Badiou

Research

Selected publications

All publications
ICML Spotlight

Caixing Wang, Ziliang Shen*

Distributed High-Dimensional Quantile Regression: Estimation Efficiency and Support Recovery

Paper Code
Statistica Sinica

Hanteng Ma, Ziliang Shen*, Xingdong Feng, Xin Liu

Sparsity Learning via Structured Functional Factor Augmentation

Paper

Working notes

Notes & ideas

Thinking, in progress.

Background

Experience & education

Present

Turing Fund Management

Reinforcement Learning Quantitative Researcher & AI Agent Developer

Shanghai University of Finance and Economics

Teaching Assistant

Research project

Shanghai GDP Nowcasting Project

Industry project

Shanghai Electric Solar Cell Target Detection Project

Fibonacci Capital

Data Analyst

Contact

Let's stay in touch

I welcome thoughtful exchanges on AI, statistics, and finance.

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A ceramic figure with a toy bird in the foreground, photographed by Ziliang Shen
Jiangxi Province, China