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)

Effective Transfer Learning Algorithm in Spiking Neural Networks. - Qiugang Zhan; Guisong Liu; Xiurui Xie; Guolin Sun; Huajin Tang (IEEE Trans. Cybern., 2022)

ESVAE: An Efficient Spiking Variational Autoencoder with Reparameterizable Poisson Spiking Sampling. - Qiugang Zhan; Xiurui Xie; Guisong Liu; Malu Zhang (CoRR, 2023)

Bio-inspired Active Learning method in spiking neural network. - Qiugang Zhan; Guisong Liu; Xiurui Xie; Malu Zhang; Guolin Sun (Knowl. Based Syst., 2023)

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)

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)

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)

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)

Effective Active Learning Method for Spiking Neural Networks. - Xiurui Xie; Bei Yu; Guisong Liu; Qiugang Zhan; Huajin Tang (IEEE Trans. Neural Networks Learn. Syst., 2024)

Flexible Sharpness-Aware Personalized Federated Learning. - Xinda Xing; Qiugang Zhan; Xiurui Xie; Yuning Yang; Qiang Wang; Guisong Liu (AAAI, 2025)