Yanyu Li

EfficientFormer: Vision Transformers at MobileNet Speed

Yanyu Li, Geng Yuan, Yang Wen et al. · arXiv (Cornell University) · 2022 · 251 citations · Full text

Convolutional Neural Network, Engineering, Video Processing +17

Rethinking Vision Transformers for MobileNet Size and Speed

Yanyu Li, Hu Ju, Yang Wen et al. · 2023 · 234 citations

Convolutional Neural Network, Engineering, Machine Learning +17

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

YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design

Yuxuan Cai, Hongjia Li, Geng Yuan et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 84 citations · Full text

Lossy Compression, Engineering, Hardware Algorithm +21

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