作者位次 #5/6PPoPP 2026Oral· Parallel & Distributed Programming
ASM-SpMM: Unleashing the Potential of Arm SME for Sparse Matrix Multiplication Acceleration
Jiazhi Jiang · Xijia Yao · Jiayu Chen · Jinhui Wei · Dan Huang · Yutong Lu
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Jiazhi Jiang · Xijia Yao · Jiayu Chen · Jinhui Wei · Dan Huang · Yutong Lu
Yujia Fu · Heming Zhong · Dan Huang · Yutong Lu
With the rapid proliferation of large language models (LLMs), model pools have become increasingly heterogeneous in both capability and efficiency. Larger LLMs can improve quality but incur higher latency and cost, while smaller LLMs are the opposite, making per-query model selection crucial in p...