My Expertise
Ph. D. Student in Computer Engineering
Life
My life consits of the game of Warcraft III and the music of Jay Chou.
Code
My main development language is Python. I'm also proficient with C and good at Java.
Tools
I'm used to working with Git and I'm an experienced user of Vivado.
Publications
[C1] Zheyu Yan, X. Sharon Hu and Yiyu Shi, "SWIM: Selective Write-Verify for Computing-in-Memory Neural Accelerator," in Proc. of IEEE/ACM Design Automation Conference (DAC), 2022
[C2] Zheyu Yan, Weiwen Jiang, Xiaobo Sharon Hu, Yiyu Shi , "RADARS: Memory Efficient Reinforcement Learning Aided Differentiable Neural Architecture Search," in Proc. of the Asia and South Pacific Design Automation Conference (ASP-DAC), 2022
[C3] Zheyu Yan, Yiyu Shi, Wang Liao, Masanori Hashimoto, Xichuan Zhou, Cheng Zhuo, "When Single Event Upset Meets Deep Neural Networks: Observations, Explorations, and Remedies" in Proc. of the Asia and South Pacific Design Automation Conference (ASP-DAC), 2020
[C4] Lei Yang, Weiwen Jiang, Zheyu Yan, Tushar Krishna, Hyouk Jun Kwon, Meng Li, Yiyu Shi, “Co-Exploration of Neural Architectures and Heterogeneous ASIC Accelerator Designs Targeting Multiple Tasks,” Design Automation Conference (DAC) 2020
[C5] Zheyu Yan, Da-Cheng Juan, X. Sharon Hu and Yiyu Shi, "Uncertainty Modeling of Emerging Device based Computing-in-Memory Neural Accelerators with Application to Neural Architecture Search," in Proc. of the Asia and South Pacific Design Automation Conference (ASP-DAC), 2021 (Invited Paper)
[J1] Weiwen Jiang, Qiuwen Lou, Zheyu Yan, Lei Yang, Jingtong Hu, X. Sharon Hu and Yiyu Shi, “Device-Circuit-Architecture Co-Exploration for Computing-in-Memory Neural Accelerators,” IEEE Transactions on Computers