Zhengwu Liu

Research Assistant Professor, University of Hong Kong

Joined

August 2024

Names

Zhengwu Liu (Preferred)

Emails

****@eee.hku.hk (Confirmed)

Personal Links

Career & Education History

Research Assistant Professor

University of Hong Kong (hku.hk)

2023 – Present

PhD student

Tsinghua University (mails.tsinghua.edu.cn)

2018 – 2023

Advisors, Relations & Conflicts

Collaborator

Ngai Wong

2023 – Present

PhD Advisor

Huaqiang Wu

2018 – 2023

Expertise

Neuromorphic computing

Present

Compute-in-memory

2017 – Present

Non-volatile memory

2017 – Present

Brain computer interface

2017 – Present

Brain signal processing

2017 – Present

Bio-inspired computing

2017 – Present

Publications

In situ spectral reconstruction based on a memristor chip for energy-efficient computational spectrometry
Han Zhao, Lei Wang, Yanze Zhou, Siqi Liu, Qi Qin, Xueqi Li, Yiru Zhang, Yue Xi, Yunrui Jiao, Zhengwu Liu, Ruofei Hu, Yudeng Lin, Xuewei Feng, Liangjun Lu, Tawfique Hasan, Zhipei Sun, Yingzheng Liu, Peng Yao, Bin Gao, He Qian et al. (3 additional authors not shown)
- Nature Electronics
- Readers: Everyone
Hardware-aware Low-Rank Adaptation for Large Language Models Based on Hybrid Compute-in-Memory Architecture
Taiqiang Wu, Chenchen Ding, Wenyong Zhou, Yuxin Cheng, Xincheng Feng, Shuqi Wang, Wendong Xu, Chufan Shi, Zhengwu Liu, Ngai Wong
- ACM Transactions on Design Automation of Electronic Systems
- Readers: Everyone
TinnitusLLM: A Multimodal Large Language Model Framework for Tinnitus Diagnosis Through EEG-fMRI Fusion Learning
Yipeng Du, Xiaohui Chen, Zewei Liu, Zhengwu Liu, Ngai Wong, Chi Zhang, Jian Chen, Zhiwei Ding, Jian Liu, Edith C.H. Ngai
- IEEE Journal of Biomedical and Health Informatics
- Readers: Everyone
Binary Weight Multibit Activation Quantization for Compute-in-Memory CNN Accelerators
Wenyong Zhou, Zhengwu Liu, Yuan Ren, Ngai Wong
- IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2026
- Readers: Everyone
Privacy-preserving data analysis using a memristor chip with colocated authentication and processing
Zhengwu Liu, Zhongrui Wang, Chenchen Ding, Bohan Lin, Jianshi Tang, Bin Gao, Ngai Wong, Huaqiang Wu
- Science Advances
- Readers: Everyone
XStreamVGGT: Extremely Memory-Efficient Streaming Vision Geometry Grounded Transformer with KV Cache Compression
Zunhai Su, Weihao Ye, Hansen Feng, Keyu Fan, Jing Zhang, Dahai Yu, Zhengwu Liu, Ngai Wong
- CoRR 2026
- Readers: Everyone
Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models
Hengyuan Zhang, Zhihao Zhang, Mingyang Wang, Zunhai Su, Yiwei Wang, Qianli Wang, Shuzhou Yuan, Ercong Nie, Xufeng Duan, Qibo Xue, Zeping Yu, Chenming Shang, Xiao Liang, Jing Xiong, Hui Shen, Chaofan Tao, Zhengwu Liu, Senjie Jin, Zhiheng Xi, Dongdong Zhang et al. (8 additional authors not shown)
- CoRR 2026
- Readers: Everyone
QuadINR: Hardware-Efficient Implicit Neural Representations Through Quadratic Activation
Wenyong Zhou, Boyu Li, Jiachen Ren, Taiqiang Wu, Zhilin Ai, Zhengwu Liu, Ngai Wong
- IEEE Transactions on Circuits and Systems II: Express Briefs
- Readers: Everyone
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
- Readers: Everyone
Memristor-based analogue computing for brain-inspired sound localization with in situ training
Bin Gao, Ying Zhou, Qingtian Zhang, Shuanglin Zhang, Peng Yao, Yue Xi, Qi Liu, Meiran Zhao, Wenqiang Zhang, Zhengwu Liu, Xinyi Li, Jianshi Tang, He Qian, Huaqiang Wu
- Nature Communications
- Readers: Everyone

View all 52 publications

Co-Authors

View all 148 co-authors