Yiqun Xie

2023

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Meta-Transfer-Learning for Time Series Data with Extreme Events: An Application to Water Temperature Prediction.
Shengyu Chen|Nasrin Kalanat|Simon N. Topp|Jeffrey M. Sadler|Yiqun Xie|Zhe Jiang|Xiaowei Jia
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

2022

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COVID-GAN+: Estimating Human Mobility Responses to COVID-19 through Spatio-temporal Generative Adversarial Networks with Enhanced Features.
Han Bao|Xun Zhou|Yiqun Xie|Yingxue Zhang|Yanhua Li
ACM Transactions on Intelligent Systems and Technology (TIST) 2022 Volume 13 Issue 2

2021

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Significant DBSCAN+: Statistically Robust Density-based Clustering.
Yiqun Xie|Xiaowei Jia|Shashi Shekhar|Han Bao|Xun Zhou
ACM Transactions on Intelligent Systems and Technology (TIST) 2021 Volume 12 Issue 5
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Spatial Variability Aware Deep Neural Networks (SVANN): A General Approach.
Jayant Gupta|Carl Molnar|Yiqun Xie|Joe Knight|Shashi Shekhar
ACM Transactions on Intelligent Systems and Technology (TIST) 2021 Volume 12 Issue 6

2020

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Discovering Interesting Subpaths with Statistical Significance from Spatiotemporal Datasets.
Yiqun Xie|Xun Zhou|Shashi Shekhar
ACM Transactions on Intelligent Systems and Technology (TIST) 2020 Volume 11 Issue 1