Algorithm and Hardware Co-Design for Multi-Exit Dropout-based Bayesian Neural Networks
Manuscript
Hao (Mark) Chen, Liam Castelli, Martin Ferianc, Shuanglong Liu, Wayne Luk, Hongxiang Fan
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Publications
You can also find the exhaustive list of my articles on my Google Scholar profile.
Hardware-Aware Parallel Prompt Decoding for Memory-Efficient Acceleration of LLM Inference
Manuscript
Hao (Mark) Chen, Wayne Luk, Ka Fai Cedric Yiu, Rui Li, Konstantin Mishchenko, Stylianos I. Venieris, Hongxiang Fan
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Hardware-Aware Neural Dropout Search for Reliable Uncertainty Prediction on FPGA
Design Automation Conference (DAC), 2024
Zehuan Zhang, Hongxiang Fan, Hao (Mark) Chen, Lukasz Dudziak and Wayne Luk
Web-based AI System for Medical Image Segmentation
Conference on Medical Image Understanding and Analysis (MIUA), 2023
Hao (Mark) Chen, Taowen Liu, Songyun Hu, Leyang Yu, Yiqi Li, Sihan Tao, Jacqueline Lee, Ahmed E. Fetit
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When Monte-Carlo Dropout Meets Multi-Exit: Optimizing Bayesian Neural Networks on FPGA
Design Automation Conference (DAC), 2023
Hongxiang Fan, Hao (Mark) Chen, Liam Castelli, Zhiqiang Que, He Li, Kenneth Long, Wayne Luk
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