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authorId(s): 2116545137
Author(s): Shiyang Chen
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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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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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14
HMC-TRAN: A Tensor-core Inspired Hierarchical Model Compression for Transformer-based DNNs on GPU
Shaoyi Huang
,
Shiyang Chen
, ...,
Caiwen Ding
2021
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12
Optimizing FPGA-based Accelerator Design for Large-Scale Molecular Similarity Search (Special Session Paper)
Hongwu Peng
,
Shiyang Chen
, ...,
Caiwen Ding
2021
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10
Motif-based Graph Representation Learning with Application to Chemical Molecules
Yifei Wang
,
Shiyang Chen
, ...,
Pengyu Hong
2022
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6
DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies
S. Song
,
Bonnie Kruft
, ...,
R. Stevens
2023
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1
Peek: A Prune-Centric Approach for K Shortest Path Computation
Wang Feng
,
Shiyang Chen
, ...,
Yuede Ji
2023
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1
Tango: Rethinking Quantization for Graph Neural Network Training on GPUs
Shiyang Chen
,
Da Zheng
, ...,
Hang Liu
2023
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0
Kernel fusion in atomistic spin dynamics simulations on Nvidia GPUs using tensor core
Hongwei Chen
,
Shiyang Chen
, ...,
A. Feiguin
2023
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