Shawn Shen

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authored 7 papers 4 months ago

DeepMAD: Mathematical Architecture Design for Deep Convolutional Neural Network

Paper • 2303.02165 • Published Mar 5, 2023

Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge

Paper • 2312.05693 • Published Dec 9, 2023 • 1

EdgeQAT: Entropy and Distribution Guided Quantization-Aware Training for the Acceleration of Lightweight LLMs on the Edge

Paper • 2402.10787 • Published Feb 16, 2024

Search for Efficient Large Language Models

Paper • 2409.17372 • Published Sep 25, 2024

A Survey of Small Language Models

Paper • 2410.20011 • Published Oct 25, 2024 • 44

Fully Open Source Moxin-7B Technical Report

Paper • 2412.06845 • Published Dec 8, 2024 • 11

Efficient Reasoning with Hidden Thinking

Paper • 2501.19201 • Published Jan 31