Zhewen Yu

According to our database, Zhewen Yu authored at least 12 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SMOF: Streaming Modern CNNs on FPGAs with Smart Off-Chip Eviction.

Petros Toupas, Zhewen Yu, Christos-Savvas Bouganis, Dimitrios Tzovaras

CoRR, 2024

2023

AutoWS: Automate Weights Streaming in Layer-wise Pipelined DNN Accelerators.

Zhewen Yu, Christos-Savvas Bouganis

CoRR, 2023

Fast Prototyping Next-Generation Accelerators for New ML Models using MASE: ML Accelerator System Exploration.

Jianyi Cheng, Cheng Zhang, Zhewen Yu, Alexander Montgomerie-Corcoran, Can Xiao, Christos-Savvas Bouganis, Yiren Zhao

CoRR, 2023

SVD-NAS: Coupling Low-Rank Approximation and Neural Architecture Search.

Zhewen Yu, Christos-Savvas Bouganis

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

SATAY: A Streaming Architecture Toolflow for Accelerating YOLO Models on FPGA Devices.

Alexander Montgomerie-Corcoran, Petros Toupas, Zhewen Yu, Christos-Savvas Bouganis

Proceedings of the International Conference on Field Programmable Technology, 2023

Mixed-TD: Efficient Neural Network Accelerator with Layer-Specific Tensor Decomposition.

Zhewen Yu, Christos-Savvas Bouganis

Proceedings of the 33rd International Conference on Field-Programmable Logic and Applications, 2023

PASS: Exploiting Post-Activation Sparsity in Streaming Architectures for CNN Acceleration.

Alexander Montgomerie-Corcoran, Zhewen Yu, Jianyi Cheng, Christos-Savvas Bouganis

Proceedings of the 33rd International Conference on Field-Programmable Logic and Applications, 2023

2022

Dual-Encoder Transformers with Cross-modal Alignment for Multimodal Aspect-based Sentiment Analysis.

Zhewen Yu, Jin Wang, Liang-Chih Yu, Xuejie Zhang

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

SAMO: Optimised Mapping of Convolutional Neural Networks to Streaming Architectures.

Alexander Montgomerie-Corcoran, Zhewen Yu, Christos-Savvas Bouganis

Proceedings of the 32nd International Conference on Field-Programmable Logic and Applications, 2022

2021

YNU-HPCC at SemEval-2021 Task 10: Using a Transformer-based Source-Free Domain Adaptation Model for Semantic Processing.

Zhewen Yu, Jin Wang, Xuejie Zhang

Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

StreamSVD: Low-rank Approximation and Streaming Accelerator Co-design.

Zhewen Yu, Christos-Savvas Bouganis

Proceedings of the International Conference on Field-Programmable Technology, 2021

2020

A Parameterisable FPGA-Tailored Architecture for YOLOv3-Tiny.

Zhewen Yu, Christos-Savvas Bouganis

Proceedings of the Applied Reconfigurable Computing. Architectures, Tools, and Applications, 2020