Items where Author is "Zhang, Huaizhi"
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Article
Zhu, Xuqi and Zhang, Huaizhi and Lee, JunKyu and Zhu, Jiacheng and Pal, Chandrajit and Saha, Sangeet and McDonald-Maier, Klaus D and Zhai, Xiaojun (2026) Mitigating scalability challenges in LUT-based neural networks via pruning optimisations. IEEE transactions on computers, 75 (9). pp. 1-14. DOI https://doi.org/10.1109/tc.2026.3703350
Conference or Workshop Item
Zhang, Huaizhi and Al-Hasan, Tamim M and Zhu, Xuqi and Zhu, Jiacheng and Si, Weiyong and McDonald-Maier, Klaus D and Zhai, Xiaojun (2025) Computationally Efficient FPGA-based Large Language Model Inference for Real-Time Decision-Making in Robotic Systems. In: 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2025-10-19 - 2025-10-25, Hangzhou, China.
Zhang, Huaizhi and Zhu, Xuqi and Zhu, Jiacheng and McDonald-Maier, Klaus and Zhai, Xiaojun (2025) A Privacy-aware Quantilisation Approach for Efficient Edge Deep Learning Accelerator. In: 2025 IEEE International Symposium on Circuits and Systems (ISCAS), 2025-05-25 - 2025-05-28, London, United Kingdom.
Zhu, Xuqi and Zhu, Jiacheng and Zhang, Huaizhi and Al-Hasan, Tamim M and McDonald-Maier, Klaus D and Zhai, Xiaojun (2025) Late Breaking Results: Approximated LUT-Based Neural Networks for FPGA Accelerated Inference. In: 2025 Design, Automation & Test in Europe Conference (DATE), 2025-03-31 - 2025-04-02, Lyon, France.
Do, Sang Thanh and Zhu, Sirui and Boukhennoufa, Issam and Huang, Shengyang and Zhang, Huaizhi and Singh, Amit Kumar and Zhai, Xiaojun and Spinola, Hugo and Mehew, Tom (2025) Machine Learning Models for Predicting Maritime Vessel Fuel Consumption in Offshore Environments. In: International Conference on Enterprise Systems, 2025-04-12 - 2025-04-13.
Zhu, Jiacheng and Zhu, Xuqi and Borowski, Michal and Zhang, Huaizhi and Pal, Chandrajit and Saha, Sangeet and Gu, Dongbing and McDonald-Maier, Klaus D and Zhai, Xiaojun (2024) NIRVANA: Non-Invasive Real-Time VulnerAbility ANAlysis for RISC-V Processor. In: 2024 IEEE International Conference on Omni-layer Intelligent Systems (COINS), 2024-07-29 - 2024-07-31.