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Zhewen Yu
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 16
Top Topics
Neural Architecture
Convolutional Neural Network
Tensor Decomposition
Top Venues
CoRR
FPL
ARC
FPT
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Publications
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Jianyi Cheng
,
Cheng Zhang
,
Zhewen Yu
,
Alexander Montgomerie-Corcoran
,
Can Xiao
,
Christos-Savvas Bouganis
,
Yiren Zhao
Fast Prototyping Next-Generation Accelerators for New ML Models using MASE: ML Accelerator System Exploration.
CoRR
(2023)
Alexander Montgomerie-Corcoran
,
Petros Toupas
,
Zhewen Yu
,
Christos-Savvas Bouganis
SATAY: A Streaming Architecture Toolflow for Accelerating YOLO Models on FPGA Devices.
CoRR
(2023)
Zhewen Yu
,
Christos-Savvas Bouganis
AutoWS: Automate Weights Streaming in Layer-wise Pipelined DNN Accelerators.
CoRR
(2023)
Alexander Montgomerie-Corcoran
,
Petros Toupas
,
Zhewen Yu
,
Christos-Savvas Bouganis
SATAY: A Streaming Architecture Toolflow for Accelerating YOLO Models on FPGA Devices.
ICFPT
(2023)
Alexander Montgomerie-Corcoran
,
Zhewen Yu
,
Jianyi Cheng
,
Christos-Savvas Bouganis
PASS: Exploiting Post-Activation Sparsity in Streaming Architectures for CNN Acceleration.
CoRR
(2023)
Zhewen Yu
,
Christos-Savvas Bouganis
Mixed-TD: Efficient Neural Network Accelerator with Layer-Specific Tensor Decomposition.
CoRR
(2023)
Alexander Montgomerie-Corcoran
,
Zhewen Yu
,
Jianyi Cheng
,
Christos-Savvas Bouganis
PASS: Exploiting Post-Activation Sparsity in Streaming Architectures for CNN Acceleration.
FPL
(2023)
Zhewen Yu
,
Christos-Savvas Bouganis
SVD-NAS: Coupling Low-Rank Approximation and Neural Architecture Search.
WACV
(2023)
Zhewen Yu
,
Christos-Savvas Bouganis
Mixed-TD: Efficient Neural Network Accelerator with Layer-Specific Tensor Decomposition.
FPL
(2023)
Zhewen Yu
,
Jin Wang
,
Liang-Chih Yu
,
Xuejie Zhang
Dual-Encoder Transformers with Cross-modal Alignment for Multimodal Aspect-based Sentiment Analysis.
AACL/IJCNLP (1)
(2022)
Alexander Montgomerie-Corcoran
,
Zhewen Yu
,
Christos-Savvas Bouganis
SAMO: Optimised Mapping of Convolutional Neural Networks to Streaming Architectures.
FPL
(2022)
Zhewen Yu
,
Christos-Savvas Bouganis
SVD-NAS: Coupling Low-Rank Approximation and Neural Architecture Search.
CoRR
(2022)
Zhewen Yu
,
Jin Wang
,
Xuejie Zhang
YNU-HPCC at SemEval-2021 Task 10: Using a Transformer-based Source-Free Domain Adaptation Model for Semantic Processing.
SemEval@ACL/IJCNLP
(2021)
Zhewen Yu
,
Christos-Savvas Bouganis
StreamSVD: Low-rank Approximation and Streaming Accelerator Co-design.
FPT
(2021)
Alexander Montgomerie-Corcoran
,
Zhewen Yu
,
Christos-Savvas Bouganis
SAMO: Optimised Mapping of Convolutional Neural Networks to Streaming Architectures.
CoRR
(2021)
Zhewen Yu
,
Christos-Savvas Bouganis
A Parameterisable FPGA-Tailored Architecture for YOLOv3-Tiny.
ARC
(2020)