Mateo Vázquez Maceiras

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Distributed Systems & Hardware (1)Inference & Quantization (1)

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Luigi Altamura (1)Alessio Cicero (1)Mohammad Ali Maleki (1)Pedro Trancoso (1)

Papers (1)

Mar 31, 2026

Luigi Altamura +41d ago

SISA: A Scale-In Systolic Array for GEMM Acceleration

LLMs' skewed matrix shapes need not hamstring systolic array performance: SISA's partitioned architecture achieves up to 8.52x speedup and 93% EDP reduction compared to monolithic arrays.

Luigi Altamura, Alessio Cicero, Mateo Vázquez Maceiras +2

Architecture Design (Transformers, SSMs, MoE)Distributed Systems & Hardware Inference & Quantization

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Mateo Vázquez Maceiras

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)