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Home/Authors/Tao Zou

Tao Zou

2 indexed papers

Recent (6 mo)
2
With code
0
Influential cites
0
Benchmarked
0

Publications per year

2
26

Top categories

Vision×1ML×1NLP×1Comp. Eng.×1

Frequent co-authors

Chengfeng Wu1×
Yanru Wu1×
Jingge Wang1×
Xuesi Hu1×
Peng Wang1×
Jinpeng Miao1×

Research Timeline

2026
FinBoardBench: Benchmarking Dynamic Wealth Management and Strategic Financial Reasoning of LLMs via Board Game Simulations

The paper introduces FinBoardBench, a novel evaluation suite using financial board games to demonstrate that current LLMs, despite strong static reasoning, fail at complex, dynamic wealth management and strategic decision-making.

CORE-MTL: Rethinking Gradient Balancing via Causal Orthogonal Representations

CORE-MTL proposes a representation-centric framework that uses causal orthogonal representations to disentangle task-relevant structure from nuisance variation in multi-task learning, achieving superior generalization.

Highlighted terms show continued research focus across papers

Papers

cs.CVcs.LGRecentJun 1, 2026

CORE-MTL: Rethinking Gradient Balancing via Causal Orthogonal Representations

Chengfeng Wu, Tao Zou, Yanru Wu, Jingge Wang

CORE-MTL proposes a representation-centric framework that uses causal orthogonal representations to disentangle task-relevant structure from nuisance variation in multi-task learning, achieving superi…

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cs.CLcs.CERecentMay 27, 2026

FinBoardBench: Benchmarking Dynamic Wealth Management and Strategic Financial Reasoning of LLMs via Board Game Simulations

Xuesi Hu, Peng Wang, Jinpeng Miao, Xilin Tao +6 more

The paper introduces FinBoardBench, a novel evaluation suite using financial board games to demonstrate that current LLMs, despite strong static reasoning, fail at complex, dynamic wealth management a…

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