| 2025 | ACL | 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, Hao Jiang, Haoyuan Li, Yueting Zhuang |
| 2025 | FCCM | ITERA-LLM: Boosting Sub-8-Bit Large Language Model Inference via Iterative Tensor Decomposition. | Yinting Huang, Keran Zheng, Zhewen Yu, Christos-Savvas Bouganis |
| 2025 | ISCAS | 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 |
| 2024 | DATE | Auto WS: Automate Weights Streaming in Layer-Wise Pipelined DNN Accelerators. | Zhewen Yu, Christos-Savvas Bouganis |
| 2024 | FCCM | SMOF: Streaming Modern CNNs on FPGAs with Smart Off-Chip Eviction. | Petros Toupas, Zhewen Yu, Christos-Savvas Bouganis, Dimitrios Tzovaras |
| 2024 | FPL | 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 |
| 2024 | ISCAS | 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 |
| 2023 | FPL | PASS: Exploiting Post-Activation Sparsity in Streaming Architectures for CNN Acceleration. | Alexander Montgomerie-Corcoran, Zhewen Yu, Jianyi Cheng, Christos-Savvas Bouganis |
| 2023 | FPL | Mixed-TD: Efficient Neural Network Accelerator with Layer-Specific Tensor Decomposition. | Zhewen Yu, Christos-Savvas Bouganis |
| 2023 | WACV | SVD-NAS: Coupling Low-Rank Approximation and Neural Architecture Search. | Zhewen Yu, Christos-Savvas Bouganis |
| 2022 | FPL | SAMO: Optimised Mapping of Convolutional Neural Networks to Streaming Architectures. | Alexander Montgomerie-Corcoran, Zhewen Yu, Christos-Savvas Bouganis |
| 2022 | IJCNLP | Dual-Encoder Transformers with Cross-modal Alignment for Multimodal Aspect-based Sentiment Analysis. | Zhewen Yu, Jin Wang, Liang-Chih Yu, Xuejie Zhang |