Xu Kuang

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Publication activitypapers/week, last 8 weeks

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Eval Frameworks & Benchmarks (1)Scalable Oversight & Alignment Theory (1)Scientific Discovery & Drug Design (1)Tool Use & Agents (1)

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Jiacheng Guo (1)Suozhi Huang (1)Yunlong Gao (1)Zihao Li (1)

Papers (1)

Aug 13, 2026

Jiacheng Guo +62w ago

AQuA: Recursively Self-Improving Quantitative Trading Research Agents

Recursive self-improvement in quantitative trading research leads to a groundbreaking Sharpe ratio of +2.50, showcasing the potential for autonomous systems to enhance investment strategies over time.

Jiacheng Guo, Suozhi Huang, Yunlong Gao +4

Eval Frameworks & Benchmarks Scalable Oversight & Alignment Theory Scientific Discovery & Drug Design+1

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Xu Kuang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)