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Exploratory Adversarial Attacks on Graph Neural Networks for Semi-Supervised Node Classification 期刊论文
PATTERN RECOGNITION, 2023, 卷号: 133, 页码: 12
Authors:  Lin, Xixun;  Zhou, Chuan;  Wu, Jia;  Yang, Hong;  Wang, Haibo;  Cao, Yanan;  Wang, Bin
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Gradient -based attacks  Maximal gradient  Graph neural networks  Semi-supervised node classification  
Multi-step ahead tourism demand forecasting: The perspective of the learning using privileged information paradigm 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2022, 卷号: 210, 页码: 12
Authors:  Sun, Shaolong;  Li, Mingchen;  Wang, Shouyang;  Zhang, Chengyuan
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Tourism demand  Multi -step ahead forecasting  Privileged information  Machine learning  Kernel random vector functional link network  
INN: Interfaced neural networks as an accessible meshless approach for solving interface PDE problems 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 卷号: 470, 页码: 18
Authors:  Wu, Sidi;  Lu, Benzhuo
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Interface problems  Multiple-gradient descent  Neural network  PDEs  
Variational deep embedding-based active learning for the diagnosis of pneumonia 期刊论文
FRONTIERS IN NEUROROBOTICS, 2022, 卷号: 16, 页码: 7
Authors:  Huang, Jian;  Ding, Wen;  Zhang, Jiarun;  Li, Zhao;  Shu, Ting;  Kuosmanen, Pekka;  Zhou, Guanqun;  Zhou, Chuan;  Yu, Gang
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pneumonia diagnosis  active learning  variational autoencoders  brain-like computing  human-centric computing  
Certified random-number generation from quantum steering 期刊论文
PHYSICAL REVIEW A, 2022, 卷号: 106, 期号: 5, 页码: 6
Authors:  Joch, Dominick J.;  Slussarenko, Sergei;  Wang, Yuanlong;  Pepper, Alex;  Xie, Shouyi;  Xu, Bin-Bin;  Berkman, Ian R.;  Rogge, Sven;  Pryde, Geoff J.
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Data-driven rogue waves and parameters discovery in nearly integrable PT-symmetric Gross-Pitaevskii equations via PINNs deep learning 期刊论文
PHYSICA D-NONLINEAR PHENOMENA, 2022, 卷号: 439, 页码: 12
Authors:  Zhong, Ming;  Gong, Shibo;  Tian, Shou-Fu;  Yan, Zhenya
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GeneralizedGrossPitaevskiiequation  ComplexPT-symmetricpotentials  Physics-informeddeepneuralnetworks  Data-driven rogue waves and parameters discovery discovery  
DRVN (deep random vortex network): A new physics-informed machine learning method for simulating and inferring incompressible fluid flows 期刊论文
PHYSICS OF FLUIDS, 2022, 卷号: 34, 期号: 10, 页码: 21
Authors:  Zhang, Rui;  Hu, Peiyan;  Meng, Qi;  Wang, Yue;  Zhu, Rongchan;  Chen, Bingguang;  Ma, Zhi-Ming;  Liu, Tie-Yan
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Genetic adaptation of skin pigmentation in highland Tibetans 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2022, 卷号: 119, 期号: 40, 页码: 11
Authors:  Yang, Zhaohui;  Bai, Caijuan;  Pu, Youwei;  Kong, Qinghong;  Guo, Yongbo;  Ouzhuluobu;  Gengdeng;  Liu, Xuyang;  Zhao, Qi;  Qiu, Zhichao;  Zheng, Wangshan;  He, Yaoxi;  Lin, Yihan;  Deng, Lian;  Zhang, Chao;  Xu, Shuhua;  Peng, Yi;  Xiang, Kun;  Zhang, Xiaoming;  Baimayangji;  Cirenyangji;  Cui, Chaoying;  Baimakangzhuo;  Gonggalanzi;  Bianba;  Pan, Yongyue;  Xin, Jingxue;  Wang, Yong;  Liu, Shiming;  Wang, Liangbang;  Guo, Hengliang;  Feng, Zhenzhen;  Wang, Shaobo;  Shi, Hong;  Jiang, Binghua;  Wu, Tianyi;  Qi, Xuebin;  Su, Bing
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high altitude  Tibetan  pigmentation  adaptation  
Improve Robustness and Accuracy of Deep Neural Network with L-2,L-infinity Normalization 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2022, 页码: 26
Authors:  Yu Lijia;  Gao Xiao-Shan
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Deep neural network  global robustness measure  L-2,L-infinity  normalization  over-fitting  Rademacher complexity  smooth DNN  
Elastic Information Bottleneck 期刊论文
MATHEMATICS, 2022, 卷号: 10, 期号: 18, 页码: 26
Authors:  Ni, Yuyan;  Lan, Yanyan;  Liu, Ao;  Ma, Zhiming
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information bottleneck  transfer learning  generalization bound