Hao Liu
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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

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

  1. 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]
  2. Fingertip Air-Writing with Ambient Light
    Hao Liu, Hanting Ye, Xiangxie Zhang, Jie Yang, Qing Wang
    20th EAI MobiQuitous, 2023. [paper]
  3. Through-Screen Visible Light Sensing Empowered by Embedded Deep Learning
    Hao Liu, Hanting Ye, Jie Yang, Qing Wang
    ACM Sensys Workshop AIChallengeIoT, 2021. [paper]