Layan Badawi

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

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Alish Kanani (1)U. Ogras (1)

Papers (1)

Aug 12, 2026

Alish Kanani +21w ago

APEX: Adaptive Expert Prefetching for Memory-Efficient Edge MoE Inference

APEX achieves over 99% overlap accuracy in expert prefetching, slashing per-token latency by up to 26% while enhancing energy efficiency for edge MoE inference.

Alish Kanani, Layan Badawi, U. Ogras

Architecture Design (Transformers, SSMs, MoE)Inference & Quantization

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Layan Badawi

Publication activitypapers/week, last 8 weeks

Research focus

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Papers (1)