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Zhewen Yu

A Parameterisable FPGA-Tailored Architecture for YOLOv3-Tiny
2020 · Zhewen Yu, Christos-Savvas Bouganis · Lecture notes in computer science · 59
SATAY: A Streaming Architecture Toolflow for Accelerating YOLO Models on FPGA Devices
2023 · Alexander Montgomerie-Corcoran, Petros Toupas, et al. · International Conference on Field-Programmable Technology (FPT) · 51
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Dual-Encoder Transformers with Cross-modal Alignment for Multimodal Aspect-based Sentiment Analysis
2022 · Zhewen Yu, Jin Wang, et al. · Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the International Joint Conference on Natural Language Processing (AACL-IJCNLP) · 38
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Cascading Time-Frequency Transformer and Spatio-Temporal Graph Attention Network for Rotating Machinery Fault Diagnosis
2024 · Yiqi Liu, Zhewen Yu, et al. · IEEE Transactions on Instrumentation and Measurement · 25
SAMO: Optimised Mapping of Convolutional Neural Networks to Streaming Architectures
2022 · Alexander Montgomerie-Corcoran, Zhewen Yu, et al. · International Conference on Field Programmable Logic and Applications (FPL) · 18
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SVD-NAS: Coupling Low-Rank Approximation and Neural Architecture Search
2023 · Zhewen Yu, Christos-Savvas Bouganis · IEEE Winter Conference on Applications of Computer Vision · 13
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A Dataflow Compiler for Efficient LLM Inference using Custom Microscaling Formats
2023 · Cheng, Jianyi, Zhang, Cheng, et al. · arXiv (Cornell University) · 6
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HASS: Hardware-Aware Sparsity Search for Dataflow DNN Accelerator
2024 · Zhewen Yu, Sudarshan Sreeram, et al. · International Conference on Field Programmable Logic and Applications (FPL) · 5
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SMOF: Streaming Modern CNNs on FPGAs with Smart Off-Chip Eviction
2024 · Petros Toupas, Zhewen Yu, et al. · IEEE International Symposium on Field-Programmable Custom Computing Machines (FCCM) · 5
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Auto WS: Automate Weights Streaming in Layer-Wise Pipelined DNN Accelerators
2024 · Zhewen Yu, Christos-Savvas Bouganis · Design, Automation, and Test in Europe · 4
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PASS: Exploiting Post-Activation Sparsity in Streaming Architectures for CNN Acceleration
2023 · Alexander Montgomerie-Corcoran, Zhewen Yu, et al. · International Conference on Field Programmable Logic and Applications (FPL) · 4
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StreamSVD: Low-rank Approximation and Streaming Accelerator Co-design
2021 · Zhewen Yu, Christos-Savvas Bouganis · International Conference on Field-Programmable Technology (FPT) · 4
Align2LLaVA: Cascaded Human and Large Language Model Preference Alignment for Multi-modal Instruction Curation
2025 · Hongzhe Huang, Jiang Liu, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL) · 2
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ITERA-LLM: Boosting Sub-8-Bit Large Language Model Inference via Iterative Tensor Decomposition
2025 · Yinting Huang, Keran Zheng, et al. · IEEE International Symposium on Field-Programmable Custom Computing Machines (FCCM) · 1
Frequency-Domain Data Augmentation Based Contrastive Learning Framework for Bearing Fault Diagnosis with Few-Shot Learning
2025 · Zhewen Yu, Ziqing Ye, et al. · International Conference on Robotics, Control and Automation Engineering (RCAE)
ITERA-LLM: Boosting Sub-8-Bit Large Language Model Inference via Iterative Tensor Decomposition
2025 · Zheng, Keran, Huang, Yinting, et al. · arXiv (Cornell University)
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Mixed-TD: Efficient Neural Network Accelerator with Layer-Specific Tensor Decomposition
2023 · Zhewen Yu, Christos-Savvas Bouganis · International Conference on Field Programmable Logic and Applications (FPL)
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YNU-HPCC at SemEval-2021 Task 10: Using a Transformer-based Source-Free Domain Adaptation Model for Semantic Processing
2021 · Zhewen Yu, Jin Wang, et al. · International Workshop on Semantic Evaluation (SemEval)
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Works count: 20
Citation count: 235
H-index: 6
I10-index: 6
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