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FAITH: Few-Shot Graph Classification with Hierarchical Task Graphs


May 07, 2022
Song Wang , Yushun Dong , Xiao Huang , Chen Chen , Jundong Li

* IJCAI-ECAI 2022 

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MGAE: Masked Autoencoders for Self-Supervised Learning on Graphs


Jan 07, 2022
Qiaoyu Tan , Ninghao Liu , Xiao Huang , Rui Chen , Soo-Hyun Choi , Xia Hu


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Spatio-temporal-spectral-angular observation model that integrates observations from UAV and mobile mapping vehicle for better urban mapping


Sep 05, 2021
Zhenfeng Shao , Gui Cheng , Deren Li , Xiao Huang , Zhipeng Lu , Jian Liu


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Dirichlet Energy Constrained Learning for Deep Graph Neural Networks


Jul 06, 2021
Kaixiong Zhou , Xiao Huang , Daochen Zha , Rui Chen , Li Li , Soo-Hyun Choi , Xia Hu


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GLSD: The Global Large-Scale Ship Database and Baseline Evaluations


Jun 05, 2021
Zhenfeng Shao , Jiaming Wang , Lianbing Deng , Xiao Huang , Tao Lu , Ruiqian Zhang , Xianwei Lv , Qing Ding , Zhiqiang Wang

* 9 pages, 5 figures 

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Pan-sharpening via High-pass Modification Convolutional Neural Network


May 24, 2021
Jiaming Wang , Zhenfeng Shao , Xiao Huang , Tao Lu , Ruiqian Zhang , Jiayi Ma

* 5 pages, 5 figures, accepted by the 28th IEEE International Conference on Image Processing (ICIP 2021) 

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SSCAN: A Spatial-spectral Cross Attention Network for Hyperspectral Image Denoising


May 23, 2021
Zhiqiang Wang , Zhenfeng Shao , Xiao Huang , Jiaming Wang , Tao Lu , Sihang Zhang

* 5 pages, 5 figures, submitted to IEEE Signal Processing Letters 

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Unsupervised Remote Sensing Super-Resolution via Migration Image Prior


May 23, 2021
Jiaming Wang , Zhenfeng Shao , Tao Lu , Xiao Huang , Ruiqian Zhang , Yu Wang

* 6 pages, 4 figures. IEEE International Conference on Multimedia and Expo (ICME) 2021 

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