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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
58
Efficient Transformer-based Large Scale Language Representations using Hardware-friendly Block Structured Pruning
Bingbing Li, Zhenglun Kong, ..., Caiwen Ding
2020
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
48
Accelerating Framework of Transformer by Hardware Design and Model Compression Co-Optimization
Panjie Qi, E. Sha, ..., Bingbing Li
2021
28
E.T.: Re-Thinking Self-Attention for Transformer Models on GPUs
Shiyang Chen, Shaoyi Huang, ..., Hang Liu
2021
26
Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm
Shaoyi Huang, Dongkuan Xu, ..., Caiwen Ding
2021
17
Dancing along Battery: Enabling Transformer with Run-time Reconfigurability on Mobile Devices
Yuhong Song, Weiwen Jiang, ..., Caiwen Ding
2021
15
Enabling Retrain-free Deep Neural Network Pruning Using Surrogate Lagrangian Relaxation
Deniz Gurevin, Mikhail A. Bragin, ..., Fei Miao
2021
10
Detecting Gender Bias in Transformer-based Models: A Case Study on BERT
Bingbing Li, Hongwu Peng, ..., Caiwen Ding
2021
10
An Efficient Deep Reinforcement Learning Framework for UAVs
Shangli Zhou, Bingbing Li, ..., Caiwen Ding
2020

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