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publications
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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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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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
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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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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talks
Talk 1 on Relevant Topic in Your Field
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Tutorial 1 on Relevant Topic in Your Field
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Talk 2 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
Teaching experience 2
Workshop, University 1, Department, 2015
work
Ampere Computing Permalink
Java Software Developer, Ampere Computing , 2021
Huawei Technologies Research & Development Permalink
Graphics Modelling Intern, Huawei Technologies Research & Development, 2022