Biography

Dr. Zhengwu Liu is a Research Assistant Professor in Electrical and Electronic Engineering at the University of Hong Kong. His research focuses on memristor-based neuromorphic computing technologies and hardware-software co-designs based on compute-in-memory architectures, and also their applications in brain-computer interfaces, signal processing and artificial intelligence.

His research has been published in prestigious journals including Nature Electronics, Nature Communications, and Science Advances, and accepted at premier conferences such as IEDM, DAC, ICASSP, and DATE. He holds 9 patents and currently serves as Principal Investigator of the NSFC Young Scientists Fund.

He serves as a reviewer for Nature Communications, and Technical Program Committee member for leading conferences including ICCAD (2023-2025) and ASPDAC (2025).

He received his Ph.D. from Tsinghua University (2023) and B.E. from the University of Electronic Science and Technology of China (2018).

Recent News

• 2025.03 - One paper was accepted by ICME 2025.
• 2025.02 - One paper was published in Nature Electronics.
• 2025.02 - One paper was accepted by DAC 2025.
• 2025.01 - One paper was accepted by EDTM 2025.
• 2024.12 - Two papers were accepted by ICCASP 2025.
• 2024.11 - One paper was accepted by DATE 2025.

Selected Publications

• A memristor-based adaptive neuromorphic decoder for brain–computer interfaces

  • Zhengwu Liu^†, Jie Mei^† Jianshi Tang, Minpeng Xu, Bin Gao, Kun Wang, Sanchuang Ding, Qi Liu, Qi Qin, Weize Chen, Yue Xi, Yijun Li, Peng Yao, Han Zhao, Ngai Wong, He Qian, Bo Hong, Tzyy-Ping Jung, Dong Ming, Huaqiang Wu
  • Nature Electronics, 2025 [link]

• Neural signal analysis with memristor arrays towards high-efficiency brain-machine interfaces

  • Zhengwu Liu, Jianshi Tang, Bin Gao, Peng Yao, Xinyi Li, Dingkun Liu, Ying Zhou, He Qian, Bo Hong, Huaqiang Wu.
  • Nature Communications, 2020 [link]

• Multichannel parallel processing of neural signals in memristor arrays

  • Zhengwu Liu, Jianshi Tang, Bin Gao, Xinyi Li, Peng Yao, Yudeng Lin, Dingkun Liu, Bo Hong, He Qian, Huaqiang Wu.
  • Science Advances, 2020 [link]

• Energy-efficient high-fidelity image reconstruction with memristor arrays for medical diagnosis

  • Han Zhao^†, Zhengwu Liu^†, Jianshi Tang, Bin Gao, Qi Qin, Jiaming Li, Ying Zhou, Peng Yao, Yue Xi, Yudeng Lin, He Qian, Huaqiang Wu.
  • Nature Communications, 2023 [link]

(Last updated on Mar., 2025)