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Author

Zhen Wu

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Preprint Aug 2026

TradingMoE: Routing the Right Experts in Evolving Markets

This work introduces a Query-Key router that represents the expertise required by each token under the current market context as a low-dimensional query and matches it with learnable expert keys and proposes TradingMoE, a trading-oriented sparse MoE that augments a frozen dense LLM with lightweight residual experts.

Chang Zhou, Xing-Tong Yu, Minbin Huang et al. · 0 citations

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