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