Qiugang Zhan

According to our database, Qiugang Zhan authored at least 16 papers between 2020 and 2026.

Collaborative distances:

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

2026

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 Trans. Neural Networks Learn. Syst., June, 2026

Spike-NVPT: Learning Robust Visual Prompts via Bio-Inspired Temporal Filtering and Discretization.

Qiugang Zhan, Anning Jiang, Ran Tao, Ao Ma, Xiangyu Zhang, Xiurui Xie, Guisong Liu

CoRR, April, 2026

SpikeLoRA: Power-efficient low-rank adaptation based on spiking neural network.

Ran Tao, Qiugang Zhan, Fangyi Ding, Guisong Liu, Xiurui Xie, Huajin Tang

Neurocomputing, 2026

Adversarial Training for Robust Spiking Neural Networks via Boundary Stability Estimation.

Haonan Li, Xiurui Xie, Yupeng Liu, Qiugang Zhan, Yuning Yang, Guisong Liu

Proceedings of the 2026 9th International Conference on Software Engineering and Information Management, 2026

SFedHIFI: Fire Rate-Based Heterogeneous Information Fusion for Spiking Federated Learning.

Ran Tao, Qiugang Zhan, Shantian Yang, Xiurui Xie, Qi Tian, Guisong Liu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

DDM4TST: Diffusion Model for Fine-grained Text Style Transfer by Disentangled Representation.

Cencen Liu, Wen Yin, Yi Xu, Qiugang Zhan, Dongyang Zhang, Raza Ahmad

ACM Trans. Asian Low Resour. Lang. Inf. Process., October, 2025

Flexible Sharpness-Aware Personalized Federated Learning.

Xinda Xing, Qiugang Zhan, Xiurui Xie, Yuning Yang, Qiang Wang, Guisong Liu

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

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

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

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

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