Peiyan Dong

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

RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition

Peiyan Dong, Siyue Wang, Wei Niu et al. · 2020 · 53 citations

Engineering, Machine Learning, Computer Architecture +20

NS-FDN: Near-Sensor Processing Architecture of Feature-Configurable Distributed Network for Beyond-Real-Time Always-on Keyword Spotting

Qin Li, Changlu Liu, Peiyan Dong et al. · IEEE Transactions on Circuits and Systems I Regular Papers · 2021 · 28 citations

Engineering, Embedded Sensing, Feature-configurable Distributed Network +24

SPViT: Enabling Faster Vision Transformers via Soft Token Pruning

Zhenglun Kong, Peiyan Dong, Xiaolong Ma et al. · arXiv (Cornell University) · 2021 · 27 citations · Full text

Soft Token, Convolutional Neural Network, Machine Vision +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 · 22 citations · Full text