Malu Zhang

Full Professor, University of Electronic Science and Technology of China

Joined

December 2019

Names

Malu Zhang (Preferred)

Emails

****@nus.edu.sg (Confirmed)

****@uestc.edu.cn (Confirmed)

Personal Links

Career & Education History

Full Professor

University of Electronic Science and Technology of China (uestc.edu.cn)

2021 – Present

Postdoc

National University of Singapore (nus.edu.sg)

2019 – 2021

PhD student

University of Electronic Science and Technology of China (uestc.edu.cn)

2014 – 2019

Advisors, Relations & Conflicts

Postdoc Advisor

Haizhou Li

2019 – 2021

PhD Advisor

Haizhou Li

2014 – 2019

Expertise

Spiking neural Networks

2012 – Present

Event cameras

2012 – Present

Spiking neurons

2012 – Present

Neuromorphic computing

2012 – Present

Publications

Lightweight and Personalized Single-Eye Emotion Recognition via CNN-SNN Spatiotemporal Learning and Memory-Inferred Event Features
Qianhui Liu, Jiqing Zhang, Yang Wang, Malu Zhang, Xin Yang, Gang Pan, Haizhou Li
- IEEE Transactions on Circuits and Systems for Video Technology
- Readers: Everyone
SFedCA: Credit Assignment-Based Active Client Selection Strategy for Spiking Federated Learning
Qiugang Zhan, Jinbo Cao, Xiurui Xie, Huajin Tang, Malu Zhang, Shantian Yang, Guisong Liu
- IEEE Transactions on Neural Networks and Learning Systems
- Readers: Everyone
SNN-FT: Temporal-Coded Spiking Neural Networks for Fourier Transform
Shuai Wang, Haorui Zheng, Yukun Chen, Ammar Belatreche, Guoqing Wang, Yeying Jin, Jibin Wu, Malu Zhang, Yang Yang, Haizhou Li
- IEEE Transactions on Neural Networks and Learning Systems
- Readers: Everyone
Temporal-coded Spiking Transformer
Qian Sun, Chengzhuo Lu, Wenyu Chen, Wenjie Wei, Jingya Wang, Jieyuan Zhang, Xiaoli Liu, Yalan Ye, Yang Yang, Malu Zhang
- Crossref
- Readers: Everyone
Inhibiting Error Exacerbation in Offline Reinforcement Learning With Data Sparsity
Fan Zhang, Malu Zhang, Wenyu Chen, Siying Wang, Xin Zhang, Jiayin Li, Yang Yang
- IEEE Transactions on Neural Networks and Learning Systems
- Readers: Everyone
Utilizing Contextual Clues and Role Correlations for Enhancing Document-Level Event Argument Extraction
Wanlong Liu, Dingyi Zeng, Li Zhou, Wenyu Chen, Malu Zhang, Dan Liu, Xiaodong He, Haizhou Li
- IEEE Transactions on Audio, Speech and Language Processing
- Readers: Everyone
MemoryField: Exploiting Gravitational Field for Long-term Memory Management
Chenghao Li, Chaoning Zhang, Yi Lu, Xudong Wang, Qigan Sun, Jiaquan Zhang, Xinyu Zhang, Guoqing Wang, Choong Seon Hong, Tae-Ho Kim, Malu Zhang, Jiwei Wei, Yang Yang, Heng Tao Shen
- Submitted to ICLR 2026
- Readers: Everyone
Agent-GWO: Collaborative Agents for Dynamic Prompt Optimization in Large Language Models
Chenghao Li, Chaoning Zhang, Shuxu Chen, Qigan Sun, Xudong Wang, Jiaquan Zhang, Fachrina Dewi Puspitasari, Tae-Ho Kim, Jiwei Wei, Malu Zhang, Guoqing Wang, Yang Yang, Heng Tao Shen
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Robust Spiking Neural Networks Against Adversarial Attacks
Shuai Wang, Malu Zhang, Yulin Jiang, Dehao Zhang, Ammar Belatreche, Yu Liang, Yimeng Shan, Zijian Zhou, Yang Yang, Haizhou Li
- ICLR 2026 Poster
- Readers: Everyone
Neural Dynamics Self-Attention for Spiking Transformers
Dehao Zhang, Fukai Guo, Shuai Wang, Jingya Wang, Jieyuan Zhang, Yimeng Shan, Malu Zhang, Yang Yang, Haizhou Li
- ICLR 2026 Poster
- Readers: Everyone

View all 60 publications

Co-Authors

View all 129 co-authors