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authorId(s): 1390915579
Author(s): Hang Liu
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143
FTRANS: energy-efficient acceleration of transformers using FPGA
Bingbing Li, Santosh Pandey, ..., Caiwen Ding
2020
82
Accelerating Transformer-based Deep Learning Models on FPGAs using Column Balanced Block Pruning
Hongwu Peng, Shaoyi Huang, ..., Caiwen Ding
2021
58
Efficient Transformer-based Large Scale Language Representations using Hardware-friendly Block Structured Pruning
Bingbing Li, Zhenglun Kong, ..., Caiwen Ding
2020
57
TAG: Gradient Attack on Transformer-based Language Models
Jieren Deng, Yijue Wang, ..., Caiwen Ding
2021
56
FORMS: Fine-grained Polarized ReRAM-based In-situ Computation for Mixed-signal DNN Accelerator
Geng Yuan, Payman Behnam, ..., Caiwen Ding
2021
49
C-SAW: A Framework for Graph Sampling and Random Walk on GPUs
Santosh Pandey, Lingda Li, ..., Hang Liu
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
42
Against Membership Inference Attack: Pruning is All You Need
Yijue Wang, Chenghong Wang, ..., S. Rajasekaran
2020
41
PM-LSH
Bolong Zheng, Xi Zhao, ..., Christian S. Jensen
2020
32
SAPAG: A Self-Adaptive Privacy Attack From Gradients
Yijue Wang, Jieren Deng, ..., S. Rajasekaran
2020

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