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cs.AR2026
MCF: A Memory- and Communication-Aware Co-Designed Framework for Long-Context LLM Inference
Huaizhi Zhang, Jiacheng Zhu, Xuqi Zhu +3
This paper presents Memory- and Communication-Aware Framework for Long-Context LLM Inference (MCF) that optimizes long-context inference through communication-aware and stage-adapt…
cs.AR2024★ 1 cited
Mitigating scalability challenges in LUT-based neural networks via pruning optimisations
Xuqi Zhu, Huaizhi Zhang, JunKyu Lee +5
Modern deep neural networks heavily rely on a large number of multiply-accumulate operations, which constitute the predominant computational cost. To address this, Look-Up Table (L…