Zhewen Yu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 20

Top Topics

Convolutional Neural Network

Tensor Decomposition

Top Venues

Publications

Zhewen Yu, Sudarshan Sreeram, Krish Agrawal, Junyi Wu, Alexander Montgomerie-Corcoran, Cheng Zhang, Jianyi Cheng, Christos-Savvas Bouganis, Yiren Zhao
HASS: Hardware-Aware Sparsity Search for Dataflow DNN Accelerator. CoRR (2024)
Zhewen Yu, Christos-Savvas Bouganis
Auto WS: Automate Weights Streaming in Layer-Wise Pipelined DNN Accelerators. DATE (2024)
Petros Toupas, Zhewen Yu, Christos-Savvas Bouganis, Dimitrios Tzovaras
SMOF: Streaming Modern CNNs on FPGAs with Smart Off-Chip Eviction. CoRR (2024)
Zhewen Yu, Fangyu Mao, Yan Lu
Prediction of Subharmonic Oscillation in SIMO DC-DC Converter with Ordered Power Distributive Control in CCM and Peak Current Mode. ISCAS (2024)
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)