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Physics-Informed Statistical Modeling for Wildfire Aerosols Process Using Multi-Source Geostationary Satellite Remote-Sensing Data Streams


Jun 23, 2022
Guanzhou Wei, Venkat Krishnan, Yu Xie, Manajit Sengupta, Yingchen Zhang, Haitao Liao, Xiao Liu


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Wave-SAN: Wavelet based Style Augmentation Network for Cross-Domain Few-Shot Learning


Mar 15, 2022
Yuqian Fu, Yu Xie, Yanwei Fu, Jingjing Chen, Yu-Gang Jiang


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How COVID-19 has Impacted American Attitudes Toward China: A Study on Twitter


Aug 25, 2021
Gavin Cook, Junming Huang, Yu Xie

* 26 pages, 8 figures 

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Multi-Party Dual Learning


Apr 14, 2021
Maoguo Gong, Yuan Gao, Yu Xie, A. K. Qin, Ke Pan, Yew-Soon Ong

* submitted to IEEE Transactions on Cybernetics 

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Towards Explainable Multi-Party Learning: A Contrastive Knowledge Sharing Framework


Apr 14, 2021
Yuan Gao, Jiawei Li, Maoguo Gong, Yu Xie, A. K. Qin

* submitted to IEEE Transactions on Neural Networks and Learning Systems 

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Do Mass Media Shape Public Opinion toward China? Quantitative Evidence on New York Times with Deep Learning


Dec 08, 2020
Junming Huang, Gavin Cook, Yu Xie

* 31 pages, 4 figures, 2 tables 

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Multitask machine learning of collective variables for enhanced sampling of rare events


Dec 07, 2020
Lixin Sun, Jonathan Vandermause, Simon Batzner, Yu Xie, David Clark, Wei Chen, Boris Kozinsky

* 10 pages, 8 figures, presented in MRS 2020 Fall 

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Fast Bayesian Force Fields from Active Learning: Study of Inter-Dimensional Transformation of Stanene


Aug 26, 2020
Yu Xie, Jonathan Vandermause, Lixin Sun, Andrea Cepellotti, Boris Kozinsky

* 31 pages of main text, 8 pages of supplementary materials, 8 figures in total 

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Multi-Range Attentive Bicomponent Graph Convolutional Network for Traffic Forecasting


Nov 27, 2019
Weiqi Chen, Ling Chen, Yu Xie, Wei Cao, Yusong Gao, Xiaojie Feng

* Accepted by AAAI 2020 

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