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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

Fang Hu

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2 papers indexed here

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Aug 2026

Dual representation learning-based drug synergy prediction via sequence and molecular network reconstruction

The DRL-DSP is proposed, a novel dual representation learning framework designed to enhance drug synergy prediction by integrating molecular-level features from SMILES sequences with graph-level relational information from reconstructed molecular networks.

Juanzi Zhou, Xiaoliang Yang, Yin Zhang et al. · 0 citations
Aug 2026

Multiview feature fusion-based graph representation model for drug-drug interaction prediction

A novel multiview feature fusion-based graph representation model (MFF-GRM) for predicting DDI that integrates drug molecular graphs, SMILES sequences, DDI information networks, and drug biological features to learn drug features more comprehensively.

Mengyuan Jin, Dan Liu, E. Benfenati et al. · 0 citations