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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

Qun Liu

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Conference Aug 2026

An Improved Differential Evolution Algorithm Based on the Biological Characteristics of the Squirting Cucumber

Differential evolution (DE) is widely used in numerical optimization, but fixed parameters and a single mutation strategy make it difficult to coordinate exploration and exploitation across different search stages. To address this issue, this paper proposes Bio-EbDE, a DE algorithm with stage-aware mutation strategy sw...

Xia-Min Deng, Qun Liu · 0 citations
Open access Sep 2026

MG-CMIF: A Multi-Granularity Enhanced Cross-Modal Information Fusion Framework for Molecular Property Prediction

MG-CMIF is developed, a multi-granularity cross-modal framework for molecular property prediction that achieves better prediction results than competitive methods in both classification and regression settings and confirms that hierarchical structural modeling and cross-view integration both contribute to the effective...

Qun Liu, Mao-Yuan Zang, Rui Han et al. · 0 citations

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