Zhewen Yu

According to our database, Zhewen Yu authored at least 17 papers between 2020 and 2024.

Collaborative distances:

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

2024

Cascading Time-Frequency Transformer and Spatio-Temporal Graph Attention Network for Rotating Machinery Fault Diagnosis.

Yiqi Liu, Zhewen Yu, Min Xie

IEEE Trans. Instrum. Meas., 2024

Align²LLaVA: Cascaded Human and Large Language Model Preference Alignment for Multi-modal Instruction Curation.

Hongzhe Huang, Zhewen Yu, Jiang Liu, Li Cai, Dian Jiao, Wenqiao Zhang, Siliang Tang, Juncheng Li, Hao Jiang, Haoyuan Li, Yueting Zhuang

CoRR, 2024

Prediction of Subharmonic Oscillation in SIMO DC-DC Converter with Ordered Power Distributive Control in CCM and Peak Current Mode.

Zhewen Yu, Fangyu Mao, Yan Lu

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

HASS: Hardware-Aware Sparsity Search for Dataflow DNN Accelerator.

Zhewen Yu, Sudarshan Sreeram, Krish Agrawal, Junyi Wu, Alexander Montgomerie-Corcoran, Cheng Zhang, Jianyi Cheng, Christos-Savvas Bouganis, Yiren Zhao

Proceedings of the 34th International Conference on Field-Programmable Logic and Applications, 2024

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

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

Proceedings of the 32nd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2024

Auto WS: Automate Weights Streaming in Layer-Wise Pipelined DNN Accelerators.

Zhewen Yu, Christos-Savvas Bouganis

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 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