Transfer learning based standard-essential patent prediction with prior transfer direction learning.

Fangyuan Lei

Weidong Liu 0008 Xiaoyu Fan Kai Wang Hongjun Sun Keqin Gan Cuicui Jiang 0001 Fangyuan Lei Transfer learning based standard-essential patent prediction with prior transfer direction learning. 129869 2026 298 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2025.129869 db/journals/eswa/eswa298.html#LiuFWSGJL26 streams/journals/eswa

Jin Zhan Zhenmeng Yue Weili Tian Huimin Zhao 0001 Guiyuan Xie Bo Hu 0023 Fangyuan Lei Guozhu Liang A cross self-attention feature fusion module for 2D multiple human pose estimation. 2026 117507 143 Signal Process. Image Commun. https://doi.org/10.1016/j.image.2026.117507 db/journals/spic/spic143.html#ZhanYTZXHLL26 streams/journals/spic

Weili Tian Jin Zhan ZhaoKang Guan Chensheng Yi Fangyuan Lei Xiaoyong Liu Huihui Li Yufeng Zeng Local feature enhancement for robust 2D multi-person pose estimation via pose refinement network. 24 2026 January 42 Vis. Comput. 1 https://doi.org/10.1007/s00371-025-04256-2 db/journals/vc/vc42.html#TianZGYLLLZ26 streams/journals/vc

Ziwei Chen Jianjian Jiang Xiangmin Luo Fangyuan Lei Xiaochen Yuan Jin Zhan Dual-channel hypergraph networks in the time-frequency domain for learning advanced spatiotemporal dependencies in multivariate time series. 130600 2025 648 Neurocomputing https://doi.org/10.1016/j.neucom.2025.130600 db/journals/ijon/ijon648.html#ChenJLLYZ25 streams/journals/ijon

Xun Liu Alex Hay-Man Ng Fangyuan Lei Yikuan Zhang Zhengming Li GPNet: Simplifying graph neural networks via multi-channel geometric polynomials. 121696 2025 694 Inf. Sci. https://doi.org/10.1016/j.ins.2024.121696 db/journals/isci/isci694.html#LiuNLZL25 streams/journals/isci

Xuejiao Liao Fangyuan Lei Xun Liu Li Guo Alex Hay-Man Ng Jinchang Ren An Attention Architecture With Twice Attention Convolution and Simplified Transformer for Hyperspectral Image Classification. 1-5 2025 22 IEEE Geosci. Remote. Sens. Lett. https://doi.org/10.1109/LGRS.2025.3583576 db/journals/lgrs/lgrs22.html#LiaoLLGNR25 streams/journals/lgrs

Xun Liu Alex Hay-Man Ng Xuejiao Liao Fangyuan Lei Jinchang Ren Linlin Ge LKVHAN: Multiscale Large Kernel Vertical-Horizontal Attention Network for Hyperspectral Image Classification. 12328-12342 2025 18 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2025.3567742 db/journals/staeors/staeors18.html#LiuNLLRG25 streams/journals/staeors

Jiahao Huang Xiaochen Yuan Chan-Tong Lam Sio Kei Im Fangyuan Lei Xiuli Bi TransHFC: Joints Hypergraph Filtering Convolution and Transformer Framework for TemporalForgery Localization. 9261-9275 2025 September 35 IEEE Trans. Circuits Syst. Video Technol. 9 https://doi.org/10.1109/TCSVT.2025.3559624 db/journals/tcsv/tcsv35.html#HuangYLILB25 streams/journals/tcsv

Xun Liu Alex Hay-Man Ng Fangyuan Lei Jinchang Ren Li Guo Zheyuan Du MSLKCNN: A Simple and Powerful Multiscale Large Kernel CNN for Hyperspectral Image Classification. 1-14 2025 63 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2025.3566616 db/journals/tgrs/tgrs63.html#LiuNLRGD25 streams/journals/tgrs

Jianjian Jiang Ziwei Chen Fangyuan Lei Long Xu Jiahao Huang Xiaochen Yuan Multi-granularity hypergraph-guided transformer learning framework for visual classification. 2391-2408 2025 March 41 Vis. Comput. 4 https://doi.org/10.1007/s00371-024-03541-w db/journals/vc/vc41.html#JiangCLXHY25 streams/journals/vc

Fangyuan Lei Ziwei Chen Xiangmin Luo Long Xu Te Xue Jianjian Jiang AHFormer: Hypergraph embedding coding transformer and adaptive aggregation network for intelligent fault diagnosis under noise interference. 102518 2024 61 Adv. Eng. Informatics https://doi.org/10.1016/j.aei.2024.102518 https://www.wikidata.org/entity/Q127176238 db/journals/aei/aei61.html#LeiCLXXJ24

Xi Zeng Fangyuan Lei Chang-Dong Wang 0001 Qing-Yun Dai Multi-view Heterogeneous Graph Neural Networks for Node Classification. 294-308 2024 September 9 Data Sci. Eng. 3 https://doi.org/10.1007/s41019-024-00253-y db/journals/dase/dase9.html#ZengLWD24 streams/journals/dase

Fangyuan Lei Jiahao Huang Jianjian Jiang Da Huang 0004 Zhengming Li Chang-Dong Wang 0001 Unveiling the potential of long-range dependence with mask-guided structure learning for hypergraph. 111254 2024 284 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2023.111254 db/journals/kbs/kbs284.html#LeiHJHLW24

Xun Liu Alex Hay-Man Ng Linlin Ge Fangyuan Lei Xuejiao Liao Multibranch Fusion: A Multibranch Attention Framework by Combining Graph Convolutional Network and CNN for Hyperspectral Image Classification. 1-17 2024 62 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2024.3442784 db/journals/tgrs/tgrs62.html#LiuNGLL24 streams/journals/tgrs

Xiangmin Luo Ziwei Chen Da Huang 0004 Fangyuan Lei Chang-Dong Wang 0001 Iman Yi Liao An Unsupervised Domain Adaption Method for Fault Diagnosis via Multichannel Variational Hypergraph Autoencoder. 1-16 2024 73 IEEE Trans. Instrum. Meas. https://doi.org/10.1109/TIM.2024.3403176 db/journals/tim/tim73.html#LuoCHLWL24

Senhong Wang Jiangzhong Cao Fangyuan Lei Jianjian Jiang Qingyun Dai Bingo Wing-Kuen Ling Multiple kernel-based anchor graph coupled low-rank tensor learning for incomplete multi-view clustering. 3687-3712 2023 February 53 Appl. Intell. 4 https://doi.org/10.1007/s10489-022-03735-6 https://www.wikidata.org/entity/Q114227486 db/journals/apin/apin53.html#WangCLJDL23

Jiahao Huang Fangyuan Lei Jianjian Jiang Xi Zeng Ruijun Ma Qingyun Dai Multi-order hypergraph convolutional networks integrated with self-supervised learning. 2023 4389-4401 9 Complex Intell. Syst. 4 https://doi.org/10.1007/s40747-022-00964-7 db/journals/comintsys/comintsys9.html#HuangLJZMD23 streams/journals/comintsys

Da Huang 0004 Fangyuan Lei Xi Zeng SimGRL: a simple self-supervised graph representation learning framework via triplets. 2023 5049-5062 9 Complex Intell. Syst. 5 https://doi.org/10.1007/s40747-023-00997-6 db/journals/comintsys/comintsys9.html#HuangLZ23 streams/journals/comintsys

Da Huang 0004 Fangyuan Lei Temporal group-aware graph diffusion networks for dynamic link prediction. 103292 2023 May 60 Inf. Process. Manag. 3 https://doi.org/10.1016/j.ipm.2023.103292 db/journals/ipm/ipm60.html#HuangL23

Xun Liu Fangyuan Lei Guoqing Xia MulStepNET: stronger multi-step graph convolutional networks via multi-power adjacency matrix combination. 1017-1026 2023 February 14 J. Ambient Intell. Humaniz. Comput. 2 https://doi.org/10.1007/s12652-021-03355-x db/journals/jaihc/jaihc14.html#LiuLX23

Zhengming Li Zheng Zhang 0006 Shuihua Wang Ruijun Ma 0001 Fangyuan Lei Dan Xiang Structured analysis dictionary learning based on discriminative Fisher pair. 5647-5664 2023 14 J. Ambient Intell. Humaniz. Comput. 5 https://doi.org/10.1007/s12652-021-03262-1 db/journals/jaihc/jaihc14.html#Li0WMLX23

Xun Liu Fangyuan Lei Guoqing Xia Yikuan Zhang Wenguo Wei AdjMix: simplifying and attending graph convolutional networks. 2022 1005-1014 8 Complex Intell. Syst. 2 https://doi.org/10.1007/s40747-021-00567-8 db/journals/comintsys/comintsys8.html#LiuLXZW22 streams/journals/comintsys

Fangyuan Lei Xun Liu Jianjian Jiang Liping Liao Jun Cai 0002 Huimin Zhao 0001 Graph convolutional networks with higher-order pooling for semisupervised node classification. 2022 34 Concurr. Comput. Pract. Exp. 16 https://doi.org/10.1002/cpe.5695 db/journals/concurrency/concurrency34.html#LeiLJL0022

Fangyuan Lei Qin Li Sequential multi-view subspace clustering. 475-486 2022 155 Neural Networks https://doi.org/10.1016/j.neunet.2022.09.007 db/journals/nn/nn155.html#LeiL22

Ruijun Ma 0001 Bob Zhang 0001 Yicong Zhou Zhengming Li Fangyuan Lei PID Controller-Guided Attention Neural Network Learning for Fast and Effective Real Photographs Denoising. 3010-3023 2022 33 IEEE Trans. Neural Networks Learn. Syst. 7 https://doi.org/10.1109/TNNLS.2020.3048031 https://www.wikidata.org/entity/Q114932812 db/journals/tnn/tnn33.html#MaZZLL22

Da Huang 0004 Fangyuan Lei Temporal Edge-Aware Hypergraph Convolutional Network for Dynamic Graph Embedding. 435-449 2022 PRICAI (1) https://doi.org/10.1007/978-3-031-20862-1_32 conf/pricai/2022-1 db/conf/pricai/pricai2022-1.html#HuangL22

Xun Liu Alex Hay-Man Ng Fangyuan Lei Yikuan Zhang Zhengmin Li GPNet: Simplifying Graph Neural Networks via Multi-channel Geometric Polynomials. 2022 abs/2209.15454 CoRR https://doi.org/10.48550/arXiv.2209.15454 db/journals/corr/corr2209.html#abs-2209-15454

Xun Liu Guoqing Xia Fangyuan Lei Yikuan Zhang Shihui Chang Higher-Order Graph Convolutional Networks With Multi-Scale Neighborhood Pooling for Semi-Supervised Node Classification. 31268-31275 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3060173 db/journals/access/access9.html#LiuXLZC21

Senhong Wang Jiangzhong Cao Fangyuan Lei Qingyun Dai Shangsong Liang Bingo Wing-Kuen Ling Semi-Supervised Multi-View Clustering with Weighted Anchor Graph Embedding. 4296247:1-4296247:22 2021 2021 Comput. Intell. Neurosci. https://doi.org/10.1155/2021/4296247 db/journals/cin/cin2021.html#WangCLDLL21

Jiahao Huang Fangyuan Lei Senhong Wang Song Wang 0002 Qingyun Dai Hypergraph Convolutional Network with Hybrid Higher-Order Neighbors. 103-114 2021 PRCV (4) https://doi.org/10.1007/978-3-030-88013-2_9 conf/prcv/2021-4 db/conf/prcv/prcv2021-4.html#HuangLWWD21

Fangyuan Lei Da Huang Jianjian Jiang Ruijun Ma Senhong Wang Jiangzhong Cao Yusen Lin Qingyun Dai PatentNet: A Large-Scale Incomplete Multiview, Multimodal, Multilabel Industrial Goods Image Database. 2021 abs/2106.12139 CoRR https://arxiv.org/abs/2106.12139 db/journals/corr/corr2106.html#abs-2106-12139

Fangyuan Lei Xun Liu Qingyun Dai Bingo Wing-Kuen Ling Huimin Zhao 0001 Yan Liu 0042 Hybrid Low-Order and Higher-Order Graph Convolutional Networks. 3283890:1-3283890:9 2020 2020 Comput. Intell. Neurosci. https://doi.org/10.1155/2020/3283890 https://www.wikidata.org/entity/Q98395127 db/journals/cin/cin2020.html#LeiLDLZL20

Jianjian Jiang Fangyuan Lei Qingyun Dai Zhengmin Li Graph Pooling in Graph Neural Networks with Node Feature Correlation. 105-110 2020 DSIT https://doi.org/10.1145/3414274.3414490 conf/dsit/2020 db/conf/dsit/dsit2020.html#JiangLDL20

Fangyuan Lei Jun Cai 0002 Qingyun Dai Huimin Zhao 0001 Deep Learning Based Proactive Caching for Effective WSN-Enabled Vision Applications. 5498606:1-5498606:12 2019 2019 Complex. https://doi.org/10.1155/2019/5498606 https://www.wikidata.org/entity/Q127930667 db/journals/complexity/complexity2019.html#LeiCDZ19

Huimin Zhao 0001 Jinchang Ren Jin Zhan Yinyin Xiao Sophia Zhao Fangyuan Lei Maher Assaad Chunying Li Compressive sensing based secret signals recovery for effective image Steganalysis in secure communications. 29381-29394 2019 78 Multim. Tools Appl. 20 https://doi.org/10.1007/s11042-018-6065-7 db/journals/mta/mta78.html#ZhaoRZXZLAL19

Fangyuan Lei Xun Liu Qingyun Dai Huimin Zhao 0001 Lin Wang Rongfu Zhou A Multi-view Images Classification Based on Shallow Convolutional Neural Network. 23-33 2019 BICS https://doi.org/10.1007/978-3-030-39431-8_3 conf/bics/2019 db/conf/bics/bics2019.html#LeiLDZWZ19

Fangyuan Lei Xun Liu Qingyun Dai Bingo Wing-Kuen Ling Huimin Zhao 0001 Yan Liu 0042 Hybrid Low-order and Higher-order Graph Convolutional Networks. 2019 abs/1908.00673 CoRR http://arxiv.org/abs/1908.00673 db/journals/corr/corr1908.html#abs-1908-00673

Jun Cai 0002 Jian-Zhen Luo Yan Liu 0042 Wenguo Wei Fangyuan Lei A network community restructuring mechanism for transport efficiency improvement in scale-free complex networks. 2018 30 Concurr. Comput. Pract. Exp. 5 https://doi.org/10.1002/cpe.4273 db/journals/concurrency/concurrency30.html#CaiLLWL18

Fangyuan Lei Qinyun Dai Jun Cai 0002 Huimin Zhao 0001 Xun Liu Yan Liu 0042 A Proactive Caching Strategy Based on Deep Learning in EPC of 5G. 738-747 2018 BICS https://doi.org/10.1007/978-3-030-00563-4_72 conf/bics/2018 db/conf/bics/bics2018.html#LeiDCZLL18

Fangyuan Lei Jun Cai 0002 Jianzhen Luo Qingyun Dai Huimin Zhao 0001 一种基于SDN的ICN高效缓存机制 (Efficient Caching Mechanism Based on Soft Defined Information-centric Networks). 74-78 2016 43 计算机科学 8 https://doi.org/10.11896/j.issn.1002-137X.2016.08.015 http://www.jsjkx.com/EN/10.11896/j.issn.1002-137X.2016.08.015 db/journals/jsjkx/jsjkx43.html#LeiCLD016

Huimin Zhao 0001 Wenguo Wei Jun Cai 0002 Fangyuan Lei Jian-Zhen Luo Distributed compressed sensing for multi-sourced fusion and secure signal processing in private cloud. 891-908 2016 27 Multidimens. Syst. Signal Process. 4 https://doi.org/10.1007/s11045-015-0371-2 db/journals/mssp/mssp27.html#ZhaoWCLL16

Huimin Zhao 0001 Fangyuan Lei A Novel Video Authentication Scheme with Secure CS-Watermark in Cloud. 294-299 2015 BigMM https://doi.org/10.1109/BigMM.2015.12 https://doi.ieeecomputersociety.org/10.1109/BigMM.2015.12 conf/bigmm/2015 db/conf/bigmm/bigmm2015.html#ZhaoL15 Maher Assaad Xiuli Bi Jun Cai 0002 Jiang-Zhong CaoJiangzhong Cao Shihui Chang Ziwei Chen Qingyun DaiQing-Yun Dai Qinyun Dai Zheyuan Du Xiaoyu Fan Keqin Gan Linlin Ge ZhaoKang Guan Li Guo Bo Hu 0023 Da Huang Da Huang 0004 Jiahao Huang Sio Kei Im Cuicui Jiang 0001 Jianjian Jiang Chan-Tong Lam Chunying Li Huihui Li Qin Li Zhengmin Li Zhengming Li Guozhu Liang Shangsong Liang Iman Yi Liao Liping Liao Xuejiao Liao Yusen Lin Bingo Wing-Kuen Ling Weidong Liu 0008 Xiaoyong Liu Xun Liu Yan Liu 0042 Jian-Zhen LuoJianzhen Luo Xiangmin Luo Ruijun Ma Ruijun Ma 0001 Alex Hayman NgAlex Hay-Man Ng Jinchang Ren Hongjun Sun Weili Tian Chang-Dong Wang 0001 Kai Wang Lin Wang Senhong Wang Shuihua Wang Song Wang 0002 Wenguo Wei Guoqing Xia Dan Xiang Yinyin Xiao Guiyuan Xie Long Xu Te Xue Chensheng Yi Xiaochen Yuan Zhenmeng Yue Xi Zeng Yufeng Zeng Jin Zhan Bob Zhang 0001 Yi-Kuan ZhangYikuan Zhang Zheng Zhang 0006 Huimin Zhao 0001 Sophia Zhao Rongfu Zhou Yicong Zhou