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Qiugang Zhan

Effective Transfer Learning Algorithm in Spiking Neural Networks
2021 · Qiugang Zhan, Guisong Liu, et al. · IEEE Transactions on Cybernetics · 33
Bio-inspired Active Learning method in spiking neural network
2022 · Qiugang Zhan, Guisong Liu, et al. · Knowledge-Based Systems · 32
A two-stage spiking meta-learning method for few-shot classification
2023 · Qiugang Zhan, Bingchao Wang, et al. · Knowledge-Based Systems · 21
Effective Active Learning Method for Spiking Neural Networks
2023 · Xiurui Xie, Bei Yu, et al. · IEEE Transactions on Neural Networks and Learning Systems · 18
Insulator Recognition and Fault Detection Using Deep Learning Approach
2020 · Eldad Antwi-Bekoe, Qiugang Zhan, et al. · Journal of Physics Conference Series · 14
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Federated learning for spiking neural networks by hint-layer knowledge distillation
2024 · Xiurui Xie, Jingxuan Feng, et al. · Applied Soft Computing · 9
Spiking Transfer Learning From RGB Image to Neuromorphic Event Stream
2024 · Qiugang Zhan, Guisong Liu, et al. · IEEE Transactions on Image Processing · 8
Glass Defect Detection via Multi-Scale Feature Fusion
2022 · Haiying Huang, Qiugang Zhan, et al. · Journal of Physics Conference Series · 6
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A neural-network-based framework for cigarette laser code identification
2019 · Zeheng Yang, Xiurui Xie, et al. · Neural Computing and Applications · 6
Federal SNN Distillation: A Low-Communication-Cost Federated Learning Framework for Spiking Neural Networks
2022 · Zhetong Liu, Qiugang Zhan, et al. · Journal of Physics Conference Series · 5
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ESVAE: An Efficient Spiking Variational Autoencoder with Reparameterizable Poisson Spiking Sampling
2023 · Zhan, Qiugang, Tao, Ran, et al. · arXiv (Cornell University) · 2
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SFedCA: Credit Assignment-Based Active Client Selection Strategy for Spiking Federated Learning
2025 · Qiugang Zhan, Jinbo Cao, et al. · IEEE Transactions on Neural Networks and Learning Systems · 1
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An Autoencoder-based Spiking Representation for Images
2023 · Qiugang Zhan, Ran Tao, et al. · International Conference on Image Processing, Computer Vision and Machine Learning (ICICML) · 1
PILO: Principal Component-based Implicit Regularization with Low-rank Optimization for Robust Transfer Learning
2026 · Shuaihe Liu, Qiugang Zhan, et al. · International Joint Conference on Artificial Intelligence
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MPLIF: Multi-parametric leaky integrate-and-fire neuron for spiking neural networks
2026 · Luochao Wang, Qiugang Zhan, et al. · Neural Networks
SpikeLoRA: Power-efficient low-rank adaptation based on spiking neural network
2026 · Ran Tao, Qiugang Zhan, et al. · Neurocomputing
Spike-NVPT: Learning Robust Visual Prompts via Bio-Inspired Temporal Filtering and Discretization
2026 · Zhan, Qiugang, Jiang, Anning, et al. · arXiv (Cornell University)
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SFedHIFI: Fire Rate-Based Heterogeneous Information Fusion for Spiking Federated Learning
2026 · Tao, Ran, Zhan, Qiugang, et al. · arXiv (Cornell University)
SFedHIFI: Fire Rate-Based Heterogeneous Information Fusion for Spiking Federated Learning
2026 · Tao, Ran, Zhan, Qiugang, et al. · arXiv (Cornell University)
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SFedHIFI: Fire Rate-Based Heterogeneous Information Fusion for Spiking Federated Learning
2026 · Ran Tao, Qiugang Zhan, et al. · Proceedings of the AAAI Conference on Artificial Intelligence
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Adversarial Training for Robust Spiking Neural Networks via Boundary Stability Estimation
2026 · Haonan Li, Xiurui Xie, et al. · International Conference on Software Engineering and Information Management (ICSIM)
SFedHIFI: Fire Rate-Based Heterogeneous Information Fusion for Spiking Federated Learning
2026 · Association for Artificial Intelligence 2026, Liu, Guisong, et al. · Underline Science Inc.
SNN-Enhanced Temporal Representation and Multi-Scale Contextual Attention for Event-Image Semantic Segmentation
2026 · Qiugang Zhan, Zhuxi Li, et al. · SSRN Electronic Journal
Multi-Modal Semantic Segmentation Based on Spike Encoding and Early Fusion with Events and Images
2025 · Zhuxi Li, Qiugang Zhan, et al.
A Spiking Transfer Learning Method for Event Camera Based on Structural Decoupling
2025 · Peiming Kan, Qiugang Zhan, et al.
Works count: 28
Citation count: 156
H-index: 7
I10-index: 5
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