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M

Malu Zhang

university of electronic science and technology of china

23H-index
145Paper Count
2.1KCitation Count
Published Papers 48
Publication Date
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FPF-SNNs: Floating-Point-Free Spiking Neural Networks
errIEEE Transactions on Emerging Topics in Computational Intelligence
IF6.5
err2026-04-02
err0
PREAI
errHanwen Liu; Chiyu Cai; Kexin Shi; Wenjie Wei; Jieyuan Zhang; Wenyu Chen; Malu Zhang; Yang Yang
errShare
errSave
GASE: Generalized adaptive static enhancement for temporal sentence grounding
errKnowledge-Based Systems
IF7.6
err2026-03-24
err0
PREAI
errRan Ran; Kaiwen Shen; Jiwei Wei; Ruikun Chai; Shiyuan He; Zeyu Ma; Yuyang Zhou; Malu Zhang; Yang Yang
errShare
errSave
What is next for LLMs? Pushing the boundaries of next-gen AI computing hardware with photonic chips
errNANOPHOTONICS
IF6.6
err2025-11-07
err0
PREAI
errLi, Renjie; Xin, Qi; Wei, Wenjie; Mao, Sixuan; Ma, Erik; Chen, Zijian; Gao, Jingxing; Zhang, Malu; Li, Haizhou; Zhang, Zhaoyu
errShare
errSave
SNN-FT: Temporal-Coded Spiking Neural Networks for Fourier Transform
errIEEE Transactions on Neural Networks and Learning Systems
IF8.9
err2025-10-27
err0
PREAI
errShuai Wang; Haorui Zheng; Yukun Chen; Ammar Belatreche; Guoqing Wang; Yeying Jin; Jibin Wu; Malu Zhang; Yang Yang; Haizhou Li
errShare
errSave
Inhibiting Error Exacerbation in Offline Reinforcement Learning With Data Sparsity
errIEEE Transactions on Neural Networks and Learning Systems
IF8.9
err2025-10-09
err0
PREAI
errFan Zhang; Malu Zhang; Wenyu Chen; Siying Wang; Xin Zhang; Jiayin Li; Yang Yang
errShare
errSave
Spike-Driven Lightweight Large Language Model With Evolutionary Computation
errIEEE Transactions on Evolutionary Computation
IF12
err2025-09-05
err0
PREAI
errMalu Zhang; Wenjie Wei; Zijian Zhou; Wanlong Liu; Jie Zhang; Ammar Belatreche; Yang Yang
errShare
errSave
A Neurodynamic-Diversity-Based Spiking Network Model for Text Classification
errIEEE Transactions on Cognitive and Developmental Systems
IF4.9
err2025-08-01
err0
PREAI
errYuguo Liu; Wenyu Chen; Hanwen Liu; Yun Zhang; Malu Zhang; Hong Qu
errShare
errSave
ESTSformer: Efficient spatio-temporal spiking transformer
errNeural Networks
IF6.3
err2025-07-02
err0
PREAI
errChengzhuo Lu; Huilin Du; Wenjie Wei; Qian Sun; Yuchen Wang; Dingyi Zeng; Wenyu Chen; Malu Zhang; Yang Yang
errShare
errSave
EMWQ: An Efficient Mixed Precision Weight Quantization Method for Large Language Models
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2025-07-01
err0
PREAI
errYang, Yuning; Xie, Xiurui; Peng, Guowei; Zhang, Malu; Luo, Guangchun; Yang, Yang; Liu, Guisong
errShare
errSave
Delayed knowledge transfer: Cross-modal knowledge transfer from delayed stimulus to EEG for continuous attention detection based on spike-represented EEG signals
errNEURAL NETWORKS
IF6.3
err2025-03-01
err1
PREAI
errSun, Pengfei; De Winne, Jorg; Zhang, Malu; Devos, Paul; Botteldooren, Dick
errShare
errSave
TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2025-03-01
err6
errOAAI
errZhu, Rui-Jie; Zhang, Malu; Zhao, Qihang; Deng, Haoyu; Duan, Yule; Deng, Liang-Jian
errShare
errSave
Efficient Automatic Modulation Classification in Nonterrestrial Networks With SNN-Based Transformer
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2025-02-01
err1
PREAI
errZeng, Dingyi; Xiao, Yichen; Liu, Wanlong; Du, Huilin; Zhang, Enqi; Zhang, Dehao; Wang, Yuchen; Zhang, Malu; Chen, Wenyu
errShare
errSave
Delay learning based on temporal coding in Spiking Neural Networks
errNEURAL NETWORKS
IF6.3
err2024-12-01
err3
PREAI
errSun, Pengfei; Wu, Jibin; Zhang, Malu; Devos, Paul; Botteldooren, Dick
errShare
errSave
Event-Driven Spiking Learning Algorithm Using Aggregated Labels
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-12-01
err4
PREAI
errXie, Xiurui; Chua, Yansong; Liu, Guisong; Zhang, Malu; Luo, Guangchun; Tang, Huajin
errShare
errSave
Biologically Plausible Sparse Temporal Word Representations
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-11-01
err11
PREAI
errLiu, Yuguo; Chen, Wenyu; Liu, Hanwen; Zhang, Yun; Zhang, Malu; Qu, Hong
errShare
errSave
EEG-Based Auditory Attention Detection With Spiking Graph Convolutional Network
errIEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS
IF4.9
err2024-10-01
err4
PREAI
errCai, Siqi; Zhang, Ran; Zhang, Malu; Wu, Jibin; Li, Haizhou
errShare
errSave
LC-TTFS: Toward Lossless Network Conversion for Spiking Neural Networks With TTFS Coding
errIEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS
IF4.9
err2024-10-01
err1
errOAAI
errYang, Qu; Zhang, Malu; Wu, Jibin; Tan, Kay Chen; Li, Haizhou
errShare
errSave
Federated learning for spiking neural networks by hint-layer knowledge
errAPPLIED SOFT COMPUTING
IF6.6
err2024-09-01
err0
PREAI
errXie, Xiurui; Feng, Jingxuan; Liu, Guisong; Zhan, Qiugang; Liu, Zhetong; Zhang, Malu
errShare
errSave
Tensor decomposition based attention module for spiking neural networks
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-07-01
err0
errOAAI
errDeng, Haoyu; Zhu, Ruijie; Qiu, Xuerui; Duan, Yule; Zhang, Malu; Deng, Liang-Jian
errShare
errSave
QDAP: Downsizing adaptive policy for cooperative multi-agent reinforcement learning
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-06-01
err3
PREAI
errZhao, Zhitong; Zhang, Ya; Wang, Siying; Zhang, Fan; Zhang, Malu; Chen, Wenyu
errShare
errSave

Research Directions

No research directions
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