Biography

Hao Liu is a third year Ph.D candidate in the Accelerated Connected Computing Lab ACCL at KAUST. He mainly works on Near-Edge Assisted DNN Inference, which is to optimize DNN inference by offloading computation from edge to near-edge accelerators. He also works on split computing, reconfigurable computing systems, and has explored machine learning model compression and physically unclonable functions. He received his Bachelor’s degree in Electronic and Information Engineering and Master’s degree in Cyber Science and Technology from Beihang University, Beijing, China in 2019 and 2021, respectively.

Interests
  • Split Computing
  • Near-Edge Assisted DNN Inference
  • FPGA

Recent Publications

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(2024). Split DNN Inference for Exploiting Near-Edge Accelerators. IEEE International Conference on Edge Computing & Communications.

(2021). A Filter Rank Based Pruning Method for Convolutional Neural Networks. IEEE International Conference on Trust, Security and Privacy in Computing and Communications.

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(2019). Physical Unclonable Functions for IoT Device Authentication. Journal of Communications and Information Networks.

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Education

 
 
 
 
 
Ph.D candidate in Computer Science
KAUST
May 2024 – Present Thuwal, Saudi Arabia
Supervised by Prof. Suhaib Fahmy
 
 
 
 
 
Ph.D student in Computer Science
KAUST
January 2022 – May 2024 Thuwal, Saudi Arabia
Supervised by Prof. Suhaib Fahmy
 
 
 
 
 
Master of Science in Cyber Science and Technology
Beihang University
September 2019 – January 2021 Beijing, China
Supervised by Prof. Zhenyu Guan
 
 
 
 
 
Bachelor of Engineering in Electronic and Information Engineering
Beihang University
July 2015 – September 2019 Beijing, China

Internship

 
 
 
 
 
Research Intern
Tsinghua University
June 2023 – September 2023 Beijing, China
Learn and extend an existing project of Network Architecture Search (NAS). (Supervised by Prof. Yu Wang)

Experience

 
 
 
 
 
TA - CS256:Digital Design and Computer Architecture
KAUST
August 2022 – December 2022 Thuwal, Saudi Arabia

Skills

Technical
Python
Verilog
Hobbies
Cooking