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Home/Authors/Ningxin Su

Ningxin Su

1 indexed paper

Recent (6 mo)
1
With code
0
Influential cites
0
Benchmarked
0

Publications per year

1
26

Top categories

AI×1Portfolio Management×1

Frequent co-authors

Yuxuan Zhao1×
Sijia Chen1×

Research Timeline

2026
PortBench: A Correlation-Aware, Full-Pipeline Benchmark for LLM-Driven Portfolio Management

The paper introduces PortBench, a comprehensive benchmark that evaluates LLMs for portfolio management by assessing both correlation awareness and performance across a full, multi-stage decision pipeline, revealing that most LLMs fail to outperform basic strategies.

Highlighted terms show continued research focus across papers

Papers

cs.AIq-fin.PMRecentMay 27, 2026

PortBench: A Correlation-Aware, Full-Pipeline Benchmark for LLM-Driven Portfolio Management

Yuxuan Zhao, Sijia Chen, Ningxin Su

The paper introduces PortBench, a comprehensive benchmark that evaluates LLMs for portfolio management by assessing both correlation awareness and performance across a full, multi-stage decision pipel…

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