United States
Unique Aurora LLC
New York / Texas
Proprietary Capital · Global Perspective
Research-driven capital across global markets.
A Singapore-based proprietary trading and investment holding company. We deploy capital across quantitative digital asset strategies, early-stage ventures, and traditional investment portfolios.
Global Presence
Our operating structure supports research, trading, venture investment and cross-border execution across key technology and capital markets.
Singapore
Unique Aurora Holdings Pte. Ltd.
Group holding & fund management
South Korea
Unique Aurora Holdings Limited
유니크오로라홀딩스유한회사 | Seoul-based market coverage
China
Shenzhen Research & Operations
APAC research and operations
Focus Areas
We focus on markets where technology, liquidity and structural change create durable opportunities for disciplined capital allocation.
01
Quantitative Market-Making
Systematic execution, high-frequency trading and liquidity provision across centralized exchanges and decentralized finance venues.
02
Early-Stage Ventures
Selective Pre-Seed to Series A investments across Web3 infrastructure, traditional technology, and consumer sectors.
03
Strategic Advisory
Liquidity strategy, market structure and exchange-readiness advisory for digital asset and Web3 projects.
Leadership
Led by an experienced quantitative investor with a global operating footprint.
Yu Xiong
Founder & Managing Partner
Yu Xiong is a quantitative researcher and systems architect specializing in high-frequency trading (HFT) market-making systems. His work operates at the intersection of market microstructure research and low-latency systems engineering.
His public research focuses on Event-Semantic Limit Order Books, a framework that represents market dynamics through event structure, projection loss, and queue-aware execution. His engineering work spans market data ingestion, order book reconstruction, strategy evaluation, execution gateways, risk controls, and low-latency infrastructure, with systems built in Rust, C++, Linux, and DPDK/kernel bypass environments.
He holds a background in Mathematics from the City University of New York (CUNY) Graduate Center and the University of Portland.
Learn more about Yu Xiong →Operating Principles
We favor repeatable research, controlled risk and long-duration relationships over short-term visibility.
Research First
Decisions begin with data, market structure and reproducible analysis.
Capital Discipline
Risk is sized deliberately, monitored continuously and reviewed systematically.
Long-Term Alignment
We partner selectively and prioritize durable, incentive-aligned relationships.