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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

Bosheng Song

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Book Open access Aug 2026

Expanding Knowledge Boundaries via LLM-Grounded Alignment for Drug Combination Recommendation

Combination therapy is widely used to treat complex diseases, yet predicting synergistic drug combinations remains challenging for rare and underrepresented cell lines due to severe data sparsity. Existing methods rely primarily on observed drug–cell responses and learn representations within a limited experimental kno...

Tengfei Ma, Yuqin He, Zhong-Hao Ren et al. · 0 citations
Aug 2026

Motif-Based Graph Learning for Synthetic Reaction Condition Prediction.

Attention analysis reveals that the proposed novel method for predicting reaction conditions in organic synthesis effectively captures critical motifs closely related to synthetic reaction conditions and exhibits interpretable capabilities.

Jia-Yi Zhang, Yu-Jie Chen, Zhou Yu et al. · 0 citations

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