Hao Liu
I am a third-year Ph.D. candidate in the Networked Systems and Embedded Systems Groups at Delft University of Technology (TU Delft), focusing on embedded AI systems. I am co-advised by Dr. Marco Zuniga and Dr. Qing Wang.
Email: H.Liu-8@tudelft.nl
News
- March 2025 – Paper SolarML accepted to IEEE DATE'25.
- Oct 2021 – Paper Through-Screen Visible Light Sensing accepted to ACM AIChallengeIoT'21.
Publications
My research explores efficient deep learning for resource-constrained embedded platforms, including techniques like low-bit quantization, approximate computing, and hardware-accelerated neural network inference.
Conference Papers
-
SolarML: Optimizing Sensing and Inference for Solar-Powered TinyML Platforms
Hao Liu, Qing Wang, Marco Zuniga
Design, Automation and Test in Europe (DATE), 2025. [paper] -
Fingertip Air-Writing with Ambient Light
Hao Liu, Hanting Ye, Xiangxie Zhang, Jie Yang, Qing Wang
20th EAI MobiQuitous, 2023. [paper] -
Through-Screen Visible Light Sensing Empowered by Embedded Deep Learning
Hao Liu, Hanting Ye, Jie Yang, Qing Wang
ACM Sensys Workshop AIChallengeIoT, 2021. [paper]