Malu Zhang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 80

Top Topics

Source Localization

Tensor Decomposition

Speech Recognition

Top Venues

Knowl. Based Syst.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Qianhui Liu, Jiaqi Yan, Malu Zhang, Gang Pan, Haizhou Li
LitE-SNN: Designing Lightweight and Efficient Spiking Neural Network through Spatial-Temporal Compressive Network Search and Joint Optimization. CoRR (2024)
Qiugang Zhan, Jinbo Cao, Xiurui Xie, Malu Zhang, Huajin Tang, Guisong Liu
SFedCA: Credit Assignment-Based Active Client Selection Strategy for Spiking Federated Learning. CoRR (2024)
Wenjie Wei, Yu Liang, Ammar Belatreche, Yichen Xiao, Honglin Cao, Zhenbang Ren, Guoqing Wang, Malu Zhang, Yang Yang
Q-SNNs: Quantized Spiking Neural Networks. CoRR (2024)
Zeyang Song, Jibin Wu, Malu Zhang, Mike Zheng Shou, Haizhou Li
Spiking-Leaf: A Learnable Auditory Front-End for Spiking Neural Networks. ICASSP (2024)
Qiugang Zhan, Bingchao Wang, Anning Jiang, Xiurui Xie, Malu Zhang, Guisong Liu
A two-stage spiking meta-learning method for few-shot classification. Knowl. Based Syst. 284 (2024)
Yeying Jin, Xin Li, Jiadong Wang, Yan Zhang, Malu Zhang
Raindrop Clarity: A Dual-Focused Dataset for Day and Night Raindrop Removal. CoRR (2024)
Yun Zhang, Yi Chen, Jilun Zhang, Xiaoling Luo, Malu Zhang, Hong Qu, Zhang Yi
Minicolumn-Based Episodic Memory Model With Spiking Neurons, Dendrites and Delays. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Haoyu Deng, Rui-Jie Zhu, Xuerui Qiu, Yule Duan, Malu Zhang, Liang-Jian Deng
Tensor decomposition based attention module for spiking neural networks. Knowl. Based Syst. 295 (2024)
Jiadong Wang, Zexu Pan, Malu Zhang, Robby T. Tan, Haizhou Li
Restoring Speaking Lips from Occlusion for Audio-Visual Speech Recognition. AAAI (2024)
Wanlong Liu, Li Zhou, Dingyi Zeng, Yichen Xiao, Shaohuan Cheng, Chen Zhang, Grandee Lee, Malu Zhang, Wenyu Chen
Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction. ACL (Findings) (2024)
Yuchen Wang, Hanwen Liu, Malu Zhang, Xiaoling Luo, Hong Qu
A universal ANN-to-SNN framework for achieving high accuracy and low latency deep Spiking Neural Networks. Neural Networks 174 (2024)
Yimeng Shan, Malu Zhang, Rui-Jie Zhu, Xuerui Qiu, Jason K. Eshraghian, Haicheng Qu
Advancing Spiking Neural Networks towards Multiscale Spatiotemporal Interaction Learning. CoRR (2024)
Wenjie Wei, Malu Zhang, Jilin Zhang, Ammar Belatreche, Jibin Wu, Zijing Xu, Xuerui Qiu, Hong Chen, Yang Yang, Haizhou Li
Event-Driven Learning for Spiking Neural Networks. CoRR (2024)
Jiaqi Yan, Qianhui Liu, Malu Zhang, Lang Feng, De Ma, Haizhou Li, Gang Pan
Efficient spiking neural network design via neural architecture search. Neural Networks 173 (2024)
Shuai Wang, Dehao Zhang, Ammar Belatreche, Yichen Xiao, Hongyu Qing, Wenjie Wei, Malu Zhang, Yang Yang
Ternary Spike-based Neuromorphic Signal Processing System. CoRR (2024)
Shuai Wang, Dehao Zhang, Kexin Shi, Yuchen Wang, Wenjie Wei, Jibin Wu, Malu Zhang
Global-Local Convolution with Spiking Neural Networks for Energy-efficient Keyword Spotting. CoRR (2024)
Chen Zhang, Luis Fernando D'Haro, Yiming Chen, Malu Zhang, Haizhou Li
A Comprehensive Analysis of the Effectiveness of Large Language Models as Automatic Dialogue Evaluators. AAAI (2024)
Xianghu Yue, Xiaohai Tian, Malu Zhang, Zhizheng Wu, Haizhou Li
CoAVT: A Cognition-Inspired Unified Audio-Visual-Text Pre-Training Model for Multimodal Processing. CoRR (2024)
Xiurui Xie, Jingxuan Feng, Guisong Liu, Qiugang Zhan, Zhetong Liu, Malu Zhang
Federated learning for spiking neural networks by hint-layer knowledge distillation. Appl. Soft Comput. 163 (2024)
Qiugang Zhan, Guisong Liu, Xiurui Xie, Ran Tao, Malu Zhang, Huajin Tang
Spiking Transfer Learning From RGB Image to Neuromorphic Event Stream. IEEE Trans. Image Process. 33 (2024)
Wanlong Liu, Li Zhou, Dingyi Zeng, Yichen Xiao, Shaohuan Cheng, Chen Zhang, Grandee Lee, Malu Zhang, Wenyu Chen
Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction. CoRR (2024)
Zhitong Zhao, Ya Zhang, Siying Wang, Fan Zhang, Malu Zhang, Wenyu Chen
QDAP: Downsizing adaptive policy for cooperative multi-agent reinforcement learning. Knowl. Based Syst. 294 (2024)
Yuchen Wang, Kexin Shi, Chengzhuo Lu, Yuguo Liu, Malu Zhang, Hong Qu
Spatial-Temporal Self-Attention for Asynchronous Spiking Neural Networks. IJCAI (2023)
Chen Zhang, Luis Fernando D'Haro, Yiming Chen, Malu Zhang, Haizhou Li
A Comprehensive Analysis of the Effectiveness of Large Language Models as Automatic Dialogue Evaluators. CoRR (2023)
Li Zhou, Wenyu Chen, Dingyi Zeng, Shaohuan Cheng, Wanlong Liu, Malu Zhang, Hong Qu
DPGNN: Dual-perception graph neural network for representation learning. Knowl. Based Syst. 268 (2023)
Zeyang Song, Jibin Wu, Malu Zhang, Mike Zheng Shou, Haizhou Li
Spiking-LEAF: A Learnable Auditory front-end for Spiking Neural Networks. CoRR (2023)
Jibin Wu, Yansong Chua, Malu Zhang, Guoqi Li, Haizhou Li, Kay Chen Tan
A Tandem Learning Rule for Effective Training and Rapid Inference of Deep Spiking Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 34 (1) (2023)
Xiaoling Luo, Hong Qu, Yuchen Wang, Zhang Yi, Jilun Zhang, Malu Zhang
Supervised Learning in Multilayer Spiking Neural Networks With Spike Temporal Error Backpropagation. IEEE Trans. Neural Networks Learn. Syst. 34 (12) (2023)
Hanwen Liu, Yi Chen, Zihang Zeng, Malu Zhang, Hong Qu
A Low Power and Low Latency FPGA-Based Spiking Neural Network Accelerator. IJCNN (2023)
Qiugang Zhan, Xiurui Xie, Guisong Liu, Malu Zhang
ESVAE: An Efficient Spiking Variational Autoencoder with Reparameterizable Poisson Spiking Sampling. CoRR (2023)
Jiadong Wang, Xinyuan Qian, Malu Zhang, Robby T. Tan, Haizhou Li
Seeing What You Said: Talking Face Generation Guided by a Lip Reading Expert. CoRR (2023)
Pengfei Sun, Jibin Wu, Malu Zhang, Paul Devos, Dick Botteldooren
Delayed Memory Unit: Modelling Temporal Dependency Through Delay Gate. CoRR (2023)
Dingyi Zeng, Wanlong Liu, Wenyu Chen, Li Zhou, Malu Zhang, Hong Qu
Substructure Aware Graph Neural Networks. AAAI (2023)
Qu Yang, Malu Zhang, Jibin Wu, Kay Chen Tan, Haizhou Li
LC-TTFS: Towards Lossless Network Conversion for Spiking Neural Networks with TTFS Coding. CoRR (2023)
Jiadong Wang, Xinyuan Qian, Malu Zhang, Robby T. Tan, Haizhou Li
Seeing What You Said: Talking Face Generation Guided by a Lip Reading Expert. CVPR (2023)
Wenjie Wei, Malu Zhang, Hong Qu, Ammar Belatreche, Jian Zhang, Hong Chen
Temporal-Coded Spiking Neural Networks with Dynamic Firing Threshold: Learning with Event-Driven Backpropagation. ICCV (2023)
Haoyu Deng, Rui-Jie Zhu, Xuerui Qiu, Yule Duan, Malu Zhang, Liang-Jian Deng
Tensor Decomposition Based Attention Module for Spiking Neural Networks. CoRR (2023)
Qiugang Zhan, Guisong Liu, Xiurui Xie, Malu Zhang, Guolin Sun
Bio-inspired Active Learning method in spiking neural network. Knowl. Based Syst. 261 (2023)
Jiadong Wang, Jibin Wu, Malu Zhang, Qi Liu, Haizhou Li
A Hybrid Learning Framework for Deep Spiking Neural Networks with One-Spike Temporal Coding. ICASSP (2022)
Jibin Wu, Chenglin Xu, Xiao Han, Daquan Zhou, Malu Zhang, Haizhou Li, Kay Chen Tan
Progressive Tandem Learning for Pattern Recognition With Deep Spiking Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 44 (11) (2022)
Yuchen Wang, Malu Zhang, Yi Chen, Hong Qu
Signed Neuron with Memory: Towards Simple, Accurate and High-Efficient ANN-SNN Conversion. IJCAI (2022)
Malu Zhang, Jiadong Wang, Jibin Wu, Ammar Belatreche, Burin Amornpaisannon, Zhixuan Zhang, Venkata Pavan Kumar Miriyala, Hong Qu, Yansong Chua, Trevor E. Carlson, Haizhou Li
Rectified Linear Postsynaptic Potential Function for Backpropagation in Deep Spiking Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 33 (5) (2022)
Rui-Jie Zhu, Qihang Zhao, Tianjing Zhang, Haoyu Deng, Yule Duan, Malu Zhang, Liang-Jian Deng
TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks. CoRR (2022)
Xiurui Xie, Qing Cai, Hongjie Zhang, Malu Zhang, Zeheng Yang, Guisong Liu
When to transfer: a dynamic domain adaptation method for effective knowledge transfer. Int. J. Mach. Learn. Cybern. 13 (11) (2022)
Xiaoling Luo, Hanwen Liu, Yi Chen, Malu Zhang, Hong Qu
Temporal-Sequential Learning with Columnar-Structured Spiking Neural Networks. ICONIP (4) (2022)
Qu Yang, Jibin Wu, Malu Zhang, Yansong Chua, Xinchao Wang, Haizhou Li
Training Spiking Neural Networks with Local Tandem Learning. NeurIPS (2022)
Qu Yang, Jibin Wu, Malu Zhang, Yansong Chua, Xinchao Wang, Haizhou Li
Training Spiking Neural Networks with Local Tandem Learning. CoRR (2022)
Yi Chen, Hong Qu, Malu Zhang, Yuchen Wang
Deep Spiking Neural Network with Neural Oscillation and Spike-Phase Information. AAAI (2021)
Zihan Pan, Malu Zhang, Jibin Wu, Jiadong Wang, Haizhou Li
Multi-Tone Phase Coding of Interaural Time Difference for Sound Source Localization With Spiking Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Chaorong Li, Malu Zhang, Wei Huang, Fengqing Qin, Anping Zeng, Yuanyuan Huang
Sequential Random Network for Fine-grained Image Classification. CoRR (2021)
Jibin Wu, Qi Liu, Malu Zhang, Zihan Pan, Haizhou Li, Kay Chen Tan
HuRAI: A brain-inspired computational model for human-robot auditory interface. Neurocomputing 465 (2021)
Yun Zhang, Hong Qu, Xiaoling Luo, Yi Chen, Yuchen Wang, Malu Zhang, Zefang Li
A new recursive least squares-based learning algorithm for spiking neurons. Neural Networks 138 (2021)
Jiadong Wang, Xinyuan Qian, Zihan Pan, Malu Zhang, Haizhou Li
GCC-PHAT with Speech-oriented Attention for Robotic Sound Source Localization. ICRA (2021)
Zihan Pan, Malu Zhang, Jibin Wu, Haizhou Li
Multi-Tones' Phase Coding (MTPC) of Interaural Time Difference by Spiking Neural Network. CoRR (2020)
Malu Zhang, Jibin Wu, Ammar Belatreche, Zihan Pan, Xiurui Xie, Yansong Chua, Guoqi Li, Hong Qu, Haizhou Li
Supervised learning in spiking neural networks with synaptic delay-weight plasticity. Neurocomputing 409 (2020)
Xiurui Xie, Guisong Liu, Qing Cai, Guolin Sun, Malu Zhang, Hong Qu
An end-to-end functional spiking model for sequential feature learning. Knowl. Based Syst. 195 (2020)
Malu Zhang, Xiaoling Luo, Yi Chen, Jibin Wu, Ammar Belatreche, Zihan Pan, Hong Qu, Haizhou Li
An Efficient Threshold-Driven Aggregate-Label Learning Algorithm for Multimodal Information Processing. IEEE J. Sel. Top. Signal Process. 14 (3) (2020)
Malu Zhang, Jiadong Wang, Zhixuan Zhang, Ammar Belatreche, Jibin Wu, Yansong Chua, Hong Qu, Haizhou Li
Spike-Timing-Dependent Back Propagation in Deep Spiking Neural Networks. CoRR (2020)
Srivatsa P, Kyle Timothy Ng Chu, Yaswanth Tavva, Jibin Wu, Malu Zhang, Haizhou Li, Trevor E. Carlson
You Only Spike Once: Improving Energy-Efficient Neuromorphic Inference to ANN-Level Accuracy. CoRR (2020)
Jibin Wu, Emre Yilmaz, Malu Zhang, Haizhou Li, Kay Chen Tan
Deep Spiking Neural Networks for Large Vocabulary Automatic Speech Recognition. CoRR (2019)
Jibin Wu, Yansong Chua, Malu Zhang, Qu Yang, Guoqi Li, Haizhou Li
Deep Spiking Neural Network with Spike Count based Learning Rule. CoRR (2019)
Jibin Wu, Malu Zhang, Haizhou Li, Yansong Chua
Competitive STDP-based Feature Representation Learning for Sound Event Classification. IJCNN (2019)
Zihan Pan, Yansong Chua, Jibin Wu, Malu Zhang, Haizhou Li, Eliathamby Ambikairajah
An efficient and perceptually motivated auditory neural encoding and decoding algorithm for spiking neural networks. CoRR (2019)
Zihan Pan, Jibin Wu, Malu Zhang, Haizhou Li, Yansong Chua
Neural Population Coding for Effective Temporal Classification. IJCNN (2019)
Jibin Wu, Yansong Chua, Malu Zhang, Qu Yang, Guoqi Li, Haizhou Li
Deep Spiking Neural Network with Spike Count based Learning Rule. IJCNN (2019)
Zihan Pan, Jibin Wu, Yansong Chua, Malu Zhang, Haizhou Li
Neural Population Coding for Effective Temporal Classification. CoRR (2019)
Jibin Wu, Zihan Pan, Malu Zhang, Rohan Kumar Das, Yansong Chua, Haizhou Li
Robust Sound Recognition: A Neuromorphic Approach. INTERSPEECH (2019)
Jibin Wu, Yansong Chua, Malu Zhang, Guoqi Li, Haizhou Li, Kay Chen Tan
A Hybrid Learning Rule for Efficient and Rapid Inference with Spiking Neural Networks. CoRR (2019)
Malu Zhang, Hong Qu, Ammar Belatreche, Yi Chen, Zhang Yi
A Highly Effective and Robust Membrane Potential-Driven Supervised Learning Method for Spiking Neurons. IEEE Trans. Neural Networks Learn. Syst. 30 (1) (2019)
Malu Zhang, Jibin Wu, Yansong Chua, Xiaoling Luo, Zihan Pan, Dan Liu, Haizhou Li
MPD-AL: An Efficient Membrane Potential Driven Aggregate-Label Learning Algorithm for Spiking Neurons. AAAI (2019)
Xiurui Xie, Guisong Liu, Qing Cai, Hong Qu, Malu Zhang
The maximum points-based supervised learning rule for spiking neural networks. Soft Comput. 23 (20) (2019)
Malu Zhang, Hong Qu, Jianping Li, Ammar Belatreche, Xiurui Xie, Zhi Zeng
Feedforward Computational Model for Pattern Recognition with Spiking neurons. Int. J. Robotics Autom. 33 (1) (2018)
Malu Zhang, Hong Qu, Ammar Belatreche, Xiurui Xie
EMPD: An Efficient Membrane Potential Driven Supervised Learning Algorithm for Spiking Neurons. IEEE Trans. Cogn. Dev. Syst. 10 (2) (2018)
Jiazhong Lu, Fengmao Lv, Quan-Hui Liu, Malu Zhang, Xiaosong Zhang
Botnet Detection based on Fuzzy Association Rules. ICPR (2018)
Wang Zhou, Jianping Li, Malu Zhang, Yazhou Wang, Fadia Shah
Deep Learning Modeling for Top-N Recommendation With Interests Exploring. IEEE Access 6 (2018)
Xiurui Xie, Hong Qu, Guisong Liu, Malu Zhang
Efficient training of supervised spiking neural networks via the normalized perceptron based learning rule. Neurocomputing 241 (2017)
Malu Zhang, Hong Qu, Xiurui Xie, Jürgen Kurths
Supervised learning in spiking neural networks with noise-threshold. Neurocomputing 219 (2017)
Lin Zuo, Shan Chen, Hong Qu, Malu Zhang
A Fast Precise-Spike and Weight-Comparison Based Learning Approach for Evolving Spiking Neural Networks. ICONIP (3) (2017)
Lin Zuo, Linyao Ma, Yanqing Xiao, Malu Zhang, Hong Qu
A Dynamic Region Generation Algorithm for Image Segmentation Based on Spiking Neural Network. ICONIP (3) (2017)
Yongqing Zhang, Yi Chen, Malu Zhang, Xi Wu, Jiliu Zhou, Hong Qu
ERMPD: An efficient and robustness membrane potential driven supervised learning in spiking neural networks. SSCI (2017)
Hong Qu, Xiurui Xie, Yongshuai Liu, Malu Zhang, Li Lu
Improved perception-based spiking neuron learning rule for real-time user authentication. Neurocomputing 151 (2015)