Mengshu Sun

Mix and Match: A Novel FPGA-Centric Deep Neural Network Quantization Framework

Sung-En Chang, Yanyu Li, Mengshu Sun et al. · 2021 · 110 citations

Artificial Intelligence, Engineering, Machine Learning +17

HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers

Peiyan Dong, Mengshu Sun, Alec Lu et al. · 2023 · 84 citations

Machine Vision, Image Analysis, Token Selector +15

FILM-QNN: Efficient FPGA Acceleration of Deep Neural Networks with Intra-Layer, Mixed-Precision Quantization

Mengshu Sun, Zhengang Li, Alec Lu et al. · 2022 · 77 citations

Engineering, Machine Learning, Hardware Algorithm +17

Auto-ViT-Acc: An FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme Quantization

Zhengang Li, Mengshu Sun, Alec Lu et al. · 2022 · 62 citations

Model Quantization, Image Analysis, Machine Vision +14

Interpreting Adversarial Examples by Activation Promotion and Suppression

Kaidi Xu, Sijia Liu, Gaoyuan Zhang et al. · arXiv (Cornell University) · 2019 · 39 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17