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authorId(s): 2145729424
Author(s): Bingbing Li
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143
FTRANS: energy-efficient acceleration of transformers using FPGA
Bingbing Li
,
Santosh Pandey
, ...,
Caiwen Ding
2020
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58
Efficient Transformer-based Large Scale Language Representations using Hardware-friendly Block Structured Pruning
Bingbing Li
,
Zhenglun Kong
, ...,
Caiwen Ding
2020
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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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28
E.T.: Re-Thinking Self-Attention for Transformer Models on GPUs
Shiyang Chen
,
Shaoyi Huang
, ...,
Hang Liu
2021
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26
Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm
Shaoyi Huang
,
Dongkuan Xu
, ...,
Caiwen Ding
2021
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17
Dancing along Battery: Enabling Transformer with Run-time Reconfigurability on Mobile Devices
Yuhong Song
,
Weiwen Jiang
, ...,
Caiwen Ding
2021
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15
Enabling Retrain-free Deep Neural Network Pruning Using Surrogate Lagrangian Relaxation
Deniz Gurevin
,
Mikhail A. Bragin
, ...,
Fei Miao
2021
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10
Detecting Gender Bias in Transformer-based Models: A Case Study on BERT
Bingbing Li
,
Hongwu Peng
, ...,
Caiwen Ding
2021
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10
An Efficient Deep Reinforcement Learning Framework for UAVs
Shangli Zhou
,
Bingbing Li
, ...,
Caiwen Ding
2020
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