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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

Zongguo Wang

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Open access Aug 2026

DistSpMM: Accelerating Sparse Matrix Dense Matrix Multiplication on GPUs

The proposed DistSpMM proposes DistSpMM, a co-design framework integrating data layout, pipelining, and communication strategies, which introduces HSDMA, a lightweight algorithm that reduces communication by optimizing the dense matrix allocation.

Junyu Gu, Jue Wang, Zhikuang Xin et al. · 0 citations
Aug 2026

Zipf-like Statistical Regularities in Molecular Sequence Representations for Chemical Language Models

Large language model (LLM)-based approaches increasingly use molecular strings such as SMILES and SELFIES for molecular generation and property prediction. However, the statistical properties of molecular token distributions have not been systematically characterized. Here, we analyzed rank–frequency distributions of...

Anyu Liu, Chao Fang, Yuntao Li et al. · 0 citations

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