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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
PDF
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
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Works count:
4
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