Sung-En Chang

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

Sung-En Chang, Yanyu Li, Mengshu Sun et al. · 2021 · 122 citations

Computing, Computer Engineering, Computer Science +17

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

Mengshu Sun, Zhengang Li, Alec Lu et al. · 2022 · 85 citations

Computing, Computer Engineering, Computer Science +17

SDA: Low-Bit Stable Diffusion Acceleration on Edge FPGAs

Geng Yang, Yanyue Xie, Zhong Jia Xue et al. · 2024 · 15 citations

Engineering, Computer Engineering, Computer Science +17

Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm

Shaoyi Huang, Dongkuan Xu, Ian En-Hsu Yen et al. · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · 2022 · 14 citations · Full text

Computing, Computer Science, Data Science +12