Yuntao Lu Ph.D Student Department of Computer Science and Engineering The Chinese University of Hong Kong Email: luyuntao93@gmail.com Google Scholar | GitHub | LinkedIn | CV

About me

I am currently a Ph.D. student at the Department of Computer Science and Engineering, The Chinese University of Hong Kong (CUHK), under the supervision of Prof. Bei Yu and co-supervised by Prof. Keren Zhu since 2023 Fall. Previously, I received my M.S. at the University of Texas at Austin (UT-Austin) and the University of Science and Technology of China(USTC), and B.Eng. at the University of Electronic Science and Technology of China(UESTC). My research interests are mainly about Artificial Intelligence and Functional Verification in EDA.

Publications

• SparseNN: A Performance-Efficient Accelerator for Large-Scale Sparse neural Networks.
  Yuntao Lu, Lei Gong, Chao Wang, Xuehai Zhou. International Journal of Parallel Programming 46.4 (2018): 648-659. Available

• A High h-performance FPGA Accelerator for Sparse Neural Networks: Work in Progress.
  Yuntao Lu, Lei Gong, Chongchong Xu, Fan Sun, Yiwei Zhang, Chao Wang, Xuehai Zhou. In Proceedings of the 2017 International Conference on Compilers, Architectures and Synthesis for Embedded Systems Companion, pp. 1-2. 2017 Available

• An Overview of Neural Network Accelerators
  Yuntao Lu, Chao Wang, Lei Hong, Xi Li, Aili Wang and Xuehai Zhou. High performance computing for big data: methodologies and applications. CRC Press, 2017 Available

Experiences

• Machine Learning Engineer, Artificial Intelligence & Analysis, Software and Advanced Technology Group, Intel Asia-Pacific Research and Development Co., Ltd., Jan. 2022 - Jul. 2023.
  Projects: Validations for Intel TensorFlow, and Intel oneAPI AI Analytics Toolkit

• AI Applied Engineer, Intelligent Processor Research Center, Institute of Computing Technology, Chinese Academy of Sciences, Aug. 2020 - Dec. 2021.
  Projects: Validations and Developments for Optimizated AI models and applications on AI specific chips.

Educations

• Ph.D. Computer Science and Engineering, The Chinese University of Hong Kong, Aug. 2023 - at Present.

• M.S. Information Studies, The University of Texas at Austin, Aug. 2018 - May 2020.

• M.S. Computer Science, University of Science and Technology of China, Sep. 2015 - May 2018.

• B.Eng. Software Engineering, University of Electronic Science and Technology of China, Sep. 2011 - May 2015.