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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Qiong Luo

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Book Open access Sep 2026

RapidGEMM: An Efficient Tile-agnostic GEMM for Mixture-of-Experts Training

Grouped GEMM (General Matrix Multiplication) is the core primitive in performing each expert’s matrix multiplications on tokens routed to them in MoE (Mixture-of-Experts) training. However, existing implementations either drop tokens or zero-pad each expert’s token slice to meet GEMM tiling and alignment requirements....

Le Xu, Yu-Tao Sun, Ying-Bo Hao et al. · 0 citations
Open access Jul 2026

ProtBLIP2-SST: Protein Function Prediction via BLIP2 with Sequence, Structure, and Text

Through a unified two-stage alignment-and-generation pipeline, ProtBLIP2-SST integrates protein sequence and structural information, overcomes the rigidity of traditional GO-centric classification, generating open-ended captions that jointly describe molecular function, subcellular location, and homology context in one...

Zhuoyang Chen, Qiong Luo · 0 citations

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