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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Zhi Zheng

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Jul 2026

MENDNet: Memory-Enhanced Dependency Network for Multistock Movement Prediction.

This article proposes a novel Memory-ENhanced Dependency Network, dubbed as MENDNet, for the multistock movement prediction task, and develops a well-elaborated memory structure to store selective news history for each stock, so that history embeddings can be dynamically estimated by attentively aggregating exclusive history information.

Che Liu, Zhi Zheng, Pengfei Luo et al. · 0 citations

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