Fangyuan Lei

According to our database, Fangyuan Lei authored at least 29 papers between 2015 and 2025.

Collaborative distances:

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

2025

GPNet: Simplifying graph neural networks via multi-channel geometric polynomials.

Xun Liu, Alex Hay-Man Ng, Fangyuan Lei, Yikuan Zhang, Zhengming Li

Inf. Sci., 2025

2024

Multi-view Heterogeneous Graph Neural Networks for Node Classification.

Xi Zeng, Fangyuan Lei, Chang-Dong Wang, Qing-Yun Dai

Data Sci. Eng., September, 2024

An Unsupervised Domain Adaption Method for Fault Diagnosis via Multichannel Variational Hypergraph Autoencoder.

Xiangmin Luo, Ziwei Chen, Da Huang, Fangyuan Lei, Chang-Dong Wang, Iman Yi Liao

IEEE Trans. Instrum. Meas., 2024

Multibranch Fusion: A Multibranch Attention Framework by Combining Graph Convolutional Network and CNN for Hyperspectral Image Classification.

Xun Liu, Alex Hay-Man Ng, Linlin Ge, Fangyuan Lei, Xuejiao Liao

IEEE Trans. Geosci. Remote. Sens., 2024

Unveiling the potential of long-range dependence with mask-guided structure learning for hypergraph.

Fangyuan Lei, Jiahao Huang, Jianjian Jiang, Da Huang, Zhengming Li, Chang-Dong Wang

Knowl. Based Syst., 2024

AHFormer: Hypergraph embedding coding transformer and adaptive aggregation network for intelligent fault diagnosis under noise interference.

Fangyuan Lei, Ziwei Chen, Xiangmin Luo, Long Xu, Te Xue, Jianjian Jiang

Adv. Eng. Informatics, 2024

2023

Temporal group-aware graph diffusion networks for dynamic link prediction.

Da Huang, Fangyuan Lei

Inf. Process. Manag., May, 2023

MulStepNET: stronger multi-step graph convolutional networks via multi-power adjacency matrix combination.

Xun Liu, Fangyuan Lei, Guoqing Xia

J. Ambient Intell. Humaniz. Comput., February, 2023

Multiple kernel-based anchor graph coupled low-rank tensor learning for incomplete multi-view clustering.

Senhong Wang, Jiangzhong Cao, Fangyuan Lei, Jianjian Jiang, Qingyun Dai, Bingo Wing-Kuen Ling

Appl. Intell., February, 2023

Structured analysis dictionary learning based on discriminative Fisher pair.

Zhengming Li, Zheng Zhang, Shuihua Wang, Ruijun Ma, Fangyuan Lei, Dan Xiang

J. Ambient Intell. Humaniz. Comput., 2023

2022

PID Controller-Guided Attention Neural Network Learning for Fast and Effective Real Photographs Denoising.

Ruijun Ma, Bob Zhang, Yicong Zhou, Zhengming Li, Fangyuan Lei

IEEE Trans. Neural Networks Learn. Syst., 2022

Sequential multi-view subspace clustering.

Fangyuan Lei, Qin Li

Neural Networks, 2022

GPNet: Simplifying Graph Neural Networks via Multi-channel Geometric Polynomials.

Xun Liu, Alex Hay-Man Ng, Fangyuan Lei, Yikuan Zhang, Zhengmin Li

CoRR, 2022

Graph convolutional networks with higher-order pooling for semisupervised node classification.

Fangyuan Lei, Xun Liu, Jianjian Jiang, Liping Liao, Jun Cai, Huimin Zhao

Concurr. Comput. Pract. Exp., 2022

Temporal Edge-Aware Hypergraph Convolutional Network for Dynamic Graph Embedding.

Da Huang, Fangyuan Lei

Proceedings of the PRICAI 2022: Trends in Artificial Intelligence, 2022

2021

PatentNet: A Large-Scale Incomplete Multiview, Multimodal, Multilabel Industrial Goods Image Database.

Fangyuan Lei, Da Huang, Jianjian Jiang, Ruijun Ma, Senhong Wang, Jiangzhong Cao, Yusen Lin, Qingyun Dai

CoRR, 2021

Semi-Supervised Multi-View Clustering with Weighted Anchor Graph Embedding.

Senhong Wang, Jiangzhong Cao, Fangyuan Lei, Qingyun Dai, Shangsong Liang, Bingo Wing-Kuen Ling

Comput. Intell. Neurosci., 2021

Higher-Order Graph Convolutional Networks With Multi-Scale Neighborhood Pooling for Semi-Supervised Node Classification.

Xun Liu, Guoqing Xia, Fangyuan Lei, Yikuan Zhang, Shihui Chang

IEEE Access, 2021

Hypergraph Convolutional Network with Hybrid Higher-Order Neighbors.

Jiahao Huang, Fangyuan Lei, Senhong Wang, Song Wang, Qingyun Dai

Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

2020

Hybrid Low-Order and Higher-Order Graph Convolutional Networks.

Fangyuan Lei, Xun Liu, Qingyun Dai, Bingo Wing-Kuen Ling, Huimin Zhao, Yan Liu

Comput. Intell. Neurosci., 2020

Graph Pooling in Graph Neural Networks with Node Feature Correlation.

Jianjian Jiang, Fangyuan Lei, Qingyun Dai, Zhengmin Li

Proceedings of the 3rd International Conference on Data Science and Information Technology, 2020

2019

Compressive sensing based secret signals recovery for effective image Steganalysis in secure communications.

Huimin Zhao, Jinchang Ren, Jin Zhan, Yinyin Xiao, Sophia Zhao, Fangyuan Lei, Maher Assaad, Chunying Li

Multim. Tools Appl., 2019

Deep Learning Based Proactive Caching for Effective WSN-Enabled Vision Applications.

Fangyuan Lei, Jun Cai, Qingyun Dai, Huimin Zhao

Complex., 2019

A Multi-view Images Classification Based on Shallow Convolutional Neural Network.

Fangyuan Lei, Xun Liu, Qingyun Dai, Huimin Zhao, Lin Wang, Rongfu Zhou

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2019

2018

A network community restructuring mechanism for transport efficiency improvement in scale-free complex networks.

Jun Cai, Jian-Zhen Luo, Yan Liu, Wenguo Wei, Fangyuan Lei

Concurr. Comput. Pract. Exp., 2018

A Proactive Caching Strategy Based on Deep Learning in EPC of 5G.

Fangyuan Lei, Qinyun Dai, Jun Cai, Huimin Zhao, Xun Liu, Yan Liu

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

2016

Distributed compressed sensing for multi-sourced fusion and secure signal processing in private cloud.

Huimin Zhao, Wenguo Wei, Jun Cai, Fangyuan Lei, Jian-Zhen Luo

Multidimens. Syst. Signal Process., 2016

一种基于SDN的ICN高效缓存机制 (Efficient Caching Mechanism Based on Soft Defined Information-centric Networks).

Fangyuan Lei, Jun Cai, Jianzhen Luo, Qingyun Dai, Huimin Zhao

计算机科学, 2016

2015

A Novel Video Authentication Scheme with Secure CS-Watermark in Cloud.

Huimin Zhao, Fangyuan Lei

Proceedings of the 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, 2015