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authorId(s): 2122804649
Author(s): Shaoyi Huang
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82
Accelerating Transformer-based Deep Learning Models on FPGAs using Column Balanced Block Pruning
Hongwu Peng
,
Shaoyi Huang
, ...,
Caiwen Ding
2021
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48
A length adaptive algorithm-hardware co-design of transformer on FPGA through sparse attention and dynamic pipelining
Hongwu Peng
,
Shaoyi Huang
, ...,
Caiwen Ding
2022
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48
Accelerating Framework of Transformer by Hardware Design and Model Compression Co-Optimization
Panjie Qi
,
E. Sha
, ...,
Bingbing Li
2021
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40
Accommodating Transformer onto FPGA: Coupling the Balanced Model Compression and FPGA-Implementation Optimization
Panjie Qi
,
Yuhong Song
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E. Sha
2021
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29
AutoReP: Automatic ReLU Replacement for Fast Private Network Inference
Hongwu Peng
,
Shaoyi Huang
, ...,
Caiwen Ding
2023
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29
LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference
Hongwu Peng
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Ran Ran
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Caiwen Ding
2023
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28
E.T.: Re-Thinking Self-Attention for Transformer Models on GPUs
Shiyang Chen
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Shaoyi Huang
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Hang Liu
2021
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26
MaxK-GNN: Extremely Fast GPU Kernel Design for Accelerating Graph Neural Networks Training
Hongwu Peng
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Xi Xie
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Caiwen Ding
2023
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26
Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm
Shaoyi Huang
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Dongkuan Xu
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Caiwen Ding
2021
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25
Accel-GCN: High-Performance GPU Accelerator Design for Graph Convolution Networks
Xiaoru Xie
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Caiwen Ding
2023
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