Xiurui Xie

According to our database, Xiurui Xie authored at least 29 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Event-Driven Spiking Learning Algorithm Using Aggregated Labels.

Xiurui Xie, Yansong Chua, Guisong Liu, Malu Zhang, Guangchun Luo, Huajin Tang

IEEE Trans. Neural Networks Learn. Syst., December, 2024

Effective Active Learning Method for Spiking Neural Networks.

Xiurui Xie, Bei Yu, Guisong Liu, Qiugang Zhan, Huajin Tang

IEEE Trans. Neural Networks Learn. Syst., September, 2024

Spiking Transfer Learning From RGB Image to Neuromorphic Event Stream.

Qiugang Zhan, Guisong Liu, Xiurui Xie, Ran Tao, Malu Zhang, Huajin Tang

IEEE Trans. Image Process., 2024

A two-stage spiking meta-learning method for few-shot classification.

Qiugang Zhan, Bingchao Wang, Anning Jiang, Xiurui Xie, Malu Zhang, Guisong Liu

Knowl. Based Syst., 2024

Adaptive Dataset Quantization.

Muquan Li, Dongyang Zhang, Qiang Dong, Xiurui Xie, Ke Qin

CoRR, 2024

SFedCA: Credit Assignment-Based Active Client Selection Strategy for Spiking Federated Learning.

Qiugang Zhan, Jinbo Cao, Xiurui Xie, Malu Zhang, Huajin Tang, Guisong Liu

CoRR, 2024

Federated learning for spiking neural networks by hint-layer knowledge distillation.

Xiurui Xie, Jingxuan Feng, Guisong Liu, Qiugang Zhan, Zhetong Liu, Malu Zhang

Appl. Soft Comput., 2024

Towards Effective Data-Free Knowledge Distillation via Diverse Diffusion Augmentation.

Muquan Li, Dongyang Zhang, Tao He, Xiurui Xie, Yuan-Fang Li, Ke Qin

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

2023

Human-Level Control Through Directly Trained Deep Spiking Q-Networks.

Guisong Liu, Wenjie Deng, Xiurui Xie, Li Huang, Huajin Tang

IEEE Trans. Cybern., November, 2023

Active learning in multi-label image classification with graph convolutional network embedding.

Xiurui Xie, Maojun Tian, Guangchun Luo, Guisong Liu, Yizhe Wu, Ke Qin

Future Gener. Comput. Syst., November, 2023

Bio-inspired Active Learning method in spiking neural network.

Qiugang Zhan, Guisong Liu, Xiurui Xie, Malu Zhang, Guolin Sun

Knowl. Based Syst., 2023

ESVAE: An Efficient Spiking Variational Autoencoder with Reparameterizable Poisson Spiking Sampling.

Qiugang Zhan, Xiurui Xie, Guisong Liu, Malu Zhang

CoRR, 2023

2022

Effective Transfer Learning Algorithm in Spiking Neural Networks.

Qiugang Zhan, Guisong Liu, Xiurui Xie, Guolin Sun, Huajin Tang

IEEE Trans. Cybern., 2022

A deep learning approach for insulator instance segmentation and defect detection.

Eldad Antwi-Bekoe, Guisong Liu, Jean-Paul Ainam, Guolin Sun, Xiurui Xie

Neural Comput. Appl., 2022

When to transfer: a dynamic domain adaptation method for effective knowledge transfer.

Xiurui Xie, Qing Cai, Hongjie Zhang, Malu Zhang, Zeheng Yang, Guisong Liu

Int. J. Mach. Learn. Cybern., 2022

2020

A neural-network-based framework for cigarette laser code identification.

Zeheng Yang, Xiurui Xie, Qiugang Zhan, Guisong Liu, Qing Cai, Xu Zheng

Neural Comput. Appl., 2020

Efficient dynamic domain adaptation on deep CNN.

Zeheng Yang, Guisong Liu, Xiurui Xie, Qing Cai

Multim. Tools Appl., 2020

An end-to-end functional spiking model for sequential feature learning.

Xiurui Xie, Guisong Liu, Qing Cai, Guolin Sun, Malu Zhang, Hong Qu

Knowl. Based Syst., 2020

Supervised learning in spiking neural networks with synaptic delay-weight plasticity.

Malu Zhang, Jibin Wu, Ammar Belatreche, Zihan Pan, Xiurui Xie, Yansong Chua, Guoqi Li, Hong Qu, Haizhou Li

Neurocomputing, 2020

2019

The maximum points-based supervised learning rule for spiking neural networks.

Xiurui Xie, Guisong Liu, Qing Cai, Hong Qu, Malu Zhang

Soft Comput., 2019

Multi-source sequential knowledge regression by using transfer RNN units.

Xiurui Xie, Guisong Liu, Qing Cai, Pengfei Wei, Hong Qu

Neural Networks, 2019

2018

EMPD: An Efficient Membrane Potential Driven Supervised Learning Algorithm for Spiking Neurons.

Malu Zhang, Hong Qu, Ammar Belatreche, Xiurui Xie

IEEE Trans. Cogn. Dev. Syst., 2018

Feedforward Computational Model for Pattern Recognition with Spiking neurons.

Malu Zhang, Hong Qu, Jianping Li, Ammar Belatreche, Xiurui Xie, Zhi Zeng

Int. J. Robotics Autom., 2018

2017

Efficient Training of Supervised Spiking Neural Network via Accurate Synaptic-Efficiency Adjustment Method.

Xiurui Xie, Hong Qu, Zhang Yi, Jürgen Kurths

IEEE Trans. Neural Networks Learn. Syst., 2017

Supervised learning in spiking neural networks with noise-threshold.

Malu Zhang, Hong Qu, Xiurui Xie, Jürgen Kurths

Neurocomputing, 2017

Efficient training of supervised spiking neural networks via the normalized perceptron based learning rule.

Xiurui Xie, Hong Qu, Guisong Liu, Malu Zhang

Neurocomputing, 2017

2016

Evolving Scale-Free Networks by Poisson Process: Modeling and Degree Distribution.

Minyu Feng, Hong Qu, Zhang Yi, Xiurui Xie, Jürgen Kurths

IEEE Trans. Cybern., 2016

2015

Improved perception-based spiking neuron learning rule for real-time user authentication.

Hong Qu, Xiurui Xie, Yongshuai Liu, Malu Zhang, Li Lu

Neurocomputing, 2015

2014

Recognizing Human Actions by Using the Evolving Remote Supervised Method of Spiking Neural Networks.

Xiurui Xie, Hong Qu, Guisong Liu, Lingshuang Liu

Proceedings of the Neural Information Processing - 21st International Conference, 2014