Xuan Shen

DeepMAD: Mathematical Architecture Design for Deep Convolutional Neural Network

Xuan Shen, Yaohua Wang, Ming Lin et al. · 2023 · 40 citations

Computing, Computer Science, Vision Science +10

Improving DNN Fault Tolerance using Weight Pruning and Differential Crossbar Mapping for ReRAM-based Edge AI

Geng Yuan, Zhiheng Liao, Xiaolong Ma et al. · 2021 · 35 citations

Computing, Computer Engineering, Computer Science +17

NPAS: A Compiler-aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration

Zhengang Li, Geng Yuan, Wei Niu et al. · 2021 · 32 citations

Computing, Computer Engineering, Computer Science +15

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

Xuan Shen, Peiyan Dong, Lu Lei et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2024 · 26 citations · Full text

Computing, Computer Engineering, Computer Science +17

Sanity Checks for Lottery Tickets: Does Your Winning Ticket Really Win\n the Jackpot?

Xiaolong Ma, Geng Yuan, Xuan Shen et al. · arXiv (Cornell University) · 2021 · 15 citations · Full text

Computing, Computer Science, Artificial Intelligence +9