Sun, Guangyu

Optimizing FPGA-based Accelerator Design for Deep Convolutional Neural Networks

Zhang, C., Li, P., Sun, G., Guan, Y., Xiao, B., & Cong, J. (2015) · Proceedings of the 2015 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays

Embedded Systems Design TechniquesAdvanced Neural Network Applications

Cited by 2,158

Caffeine: Toward Uniformed Representation and Acceleration for Deep Convolutional Neural Networks

Zhang, C., Sun, G., Fang, Z., Zhou, P., Pan, P., & Cong, J. (2019) · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

Embedded Systems Design TechniquesAdvanced Neural Network Applications

Cited by 270

PTQ4ViT: Post-Training Quantization for Vision Transformers with Twin Uniform Quantization

Yuan, Z., Xue, C., Chen, Y., Wu, Q., & Sun, G. (2022) · Lecture notes in computer science

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 163

PTQ4ViT: Post-training quantization for vision transformers with twin uniform quantization

Yuan, Z., Xue, C., Chen, Y., Wu, Q., & Sun, G. (2021) · arXiv

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 163

P3SGD: Patient Privacy Preserving SGD for Regularizing Deep CNNs in Pathological Image Classification

Wu, B., Zhao, S., Sun, G., Zhang, X., Su, Z., Zeng, C., & Liu, Z. (2019) · 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Privacy-Preserving Technologies in DataStochastic Gradient Optimization Techniques

Cited by 44

NAS4RRAM: neural network architecture search for inference on RRAM-based accelerators

Yuan, Z., Liu, J., Li, X., Yan, L., Chen, H., Wu, B., Yang, Y., & Sun, G. (2021) · Science China Information Sciences

Advanced Memory and Neural ComputingAdvanced Neural Network Applications

Cited by 30

ASVD: Activation-aware Singular Value Decomposition for Compressing Large Language Models

Yuan, Z., Shang, Y., Song, Y., Yang, D., Wu, Q., Yan, Y., & Sun, G. (2023) · arXiv

Advanced Neural Network ApplicationsTopic Modeling

Cited by 4