A Parameterisable FPGA-Tailored Architecture for YOLOv3-Tiny. - Zhewen Yu; Christos-Savvas Bouganis (ARC, 2020)

StreamSVD: Low-rank Approximation and Streaming Accelerator Co-design. - Zhewen Yu; Christos-Savvas Bouganis (FPT, 2021)

YNU-HPCC at SemEval-2021 Task 10: Using a Transformer-based Source-Free Domain Adaptation Model for Semantic Processing. - Zhewen Yu; Jin Wang 008; Xuejie Zhang 002 (SemEval@ACL/IJCNLP, 2021)

SAMO: Optimised Mapping of Convolutional Neural Networks to Streaming Architectures. - Alexander Montgomerie-Corcoran; Zhewen Yu; Christos-Savvas Bouganis (FPL, 2022)

Dual-Encoder Transformers with Cross-modal Alignment for Multimodal Aspect-based Sentiment Analysis. - Zhewen Yu; Jin Wang 008; Liang-Chih Yu; Xuejie Zhang 002 (AACL/IJCNLP (1), 2022)

PASS: Exploiting Post-Activation Sparsity in Streaming Architectures for CNN Acceleration. - Alexander Montgomerie-Corcoran; Zhewen Yu; Jianyi Cheng; Christos-Savvas Bouganis (FPL, 2023)

Mixed-TD: Efficient Neural Network Accelerator with Layer-Specific Tensor Decomposition. - Zhewen Yu; Christos-Savvas Bouganis (FPL, 2023)

SATAY: A Streaming Architecture Toolflow for Accelerating YOLO Models on FPGA Devices. - Alexander Montgomerie-Corcoran; Petros Toupas; Zhewen Yu; Christos-Savvas Bouganis (ICFPT, 2023)

SVD-NAS: Coupling Low-Rank Approximation and Neural Architecture Search. - Zhewen Yu; Christos-Savvas Bouganis (WACV, 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)

AutoWS: Automate Weights Streaming in Layer-wise Pipelined DNN Accelerators. - Zhewen Yu; Christos-Savvas Bouganis (CoRR, 2023)

Auto WS: Automate Weights Streaming in Layer-Wise Pipelined DNN Accelerators. - Zhewen Yu; Christos-Savvas Bouganis (DATE, 2024)

SMOF: Streaming Modern CNNs on FPGAs with Smart Off-Chip Eviction. - Petros Toupas; Zhewen Yu; Christos-Savvas Bouganis; Dimitrios Tzovaras (FCCM, 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 (FPL, 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 002 (ISCAS, 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 006; Hao Jiang 014; Haoyuan Li 002; Yueting Zhuang (CoRR, 2024)

Cascading Time-Frequency Transformer and Spatio-Temporal Graph Attention Network for Rotating Machinery Fault Diagnosis. - Yiqi Liu; Zhewen Yu; Min Xie 001 (IEEE Trans. Instrum. Meas., 2024)

Align²LLaVA: Cascaded Human and Large Language Model Preference Alignment for Multi-modal Instruction Curation. - Hongzhe Huang; Jiang Liu; Zhewen Yu; Li Cai; Dian Jiao; Wenqiao Zhang; Siliang Tang; Juncheng Li 014; Hao Jiang 014; Haoyuan Li 002; Yueting Zhuang (ACL (Findings), 2025)

ITERA-LLM: Boosting Sub-8-Bit Large Language Model Inference via Iterative Tensor Decomposition. - Yinting Huang; Keran Zheng; Zhewen Yu; Christos-Savvas Bouganis (FCCM, 2025)

An Always Dual-Path Hybrid DC-DC Converter with Multiphase Interleaving Switched-Capacitor Cell Obtaining 45% Output Ripple Reduction. - Zhewen Yu; Junwei Huang; Zhiguo Tong; Mo Huang; Rui Paulo Martins; Yan Lu 002 (ISCAS, 2025)

21.9 A 20MHz & 1MHz Dual-Loop Non-Uniform-Multi-Inductor Hybrid DC-DC Converter with Specified Inductor Current Allocation and Fast Transient Response. - Junwei Huang; Xiangyu Mao; Zhiguo Tong; Zhewen Yu; Wenjie Yang; Chi-Seng Lam; Rui Paulo Martins; Yan Lu 002 (ISSCC, 2025)

HOOP: A Scalable Hybrid DC-DC Converter Ring for High-Performance Computing. - Zhiguo Tong; Zhewen Yu; Junwei Huang; Xiangyu Mao; Bernhard Wicht; Rui Paulo Martins; Yan Lu 002 (ISSCC, 2025)