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Qiyu Zhang

Institution: Nanyang Polytechnic
Observed institution: Nanyang Polytechnic
ORCID: 0009-0000-7827-793X
Observed ORCID: 0009-0000-7827-793X
OpenAlex ID: A5134055553
Benchmarking Multi-LLM Investment Signals: Accuracy, Consensus, and the Augmented Analyst Edge in Daily Stock Recommendations
2026 · Qiyu Zhang · SSRN Electronic Journal
Game-Theoretic Scaffolding in Financial Analysis: Why Human Direction of LLMs Outperforms Autonomous Models
2026 · Qiyu Zhang · SSRN Electronic Journal
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What Can and Cannot Be Tuned in a Heuristic Equity Screen: Separable Gate Optimization, a Failed Weight Search, and an Explicit Look-Ahead Audit
2026 · Qiyu Zhang · SSRN Electronic Journal
Beta-neutral Alpha of Game-Theoretically Classified Multi-LLM Disagreement: A Decomposition Theorem and Its Implications for Agentic AI in Quantitative Investing
2026 · Qiyu Zhang · SSRN Electronic Journal
Works count: 4
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