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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, Zhi-Kuang Xin et al. · 0 citations
Aug 2026

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

Analysis of rank-frequency distributions of tokens derived by byte-pair encoding (BPE) across large molecular databases shows that molecular BPE vocabularies exhibit an approximate Zipf-like rank-frequency regularity and that slope closeness provides an empirical diagnostic for comparing vocabulary sizes within the exa...

Anyu Liu, Chao Fang, Yun-Tao Li et al. · 0 citations

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