Xian Wu

2022

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Representation Learning on Variable Length and Incomplete Wearable-Sensory Time Series.
Xian Wu|Chao Huang|Pablo Robles-Granda|Nitesh V. Chawla
ACM Transactions on Intelligent Systems and Technology (TIST) 2022 Volume 13 Issue 6

2020

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Personalized Imputation on Wearable-Sensory Time Series via Knowledge Transfer.
Xian Wu|Stephen M. Mattingly|Shayan Mirjafari|Chao Huang|Nitesh V. Chawla
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
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Learning from Cross-Modal Behavior Dynamics with Graph-Regularized Neural Contextual Bandit.
Xian Wu|Suleyman Cetintas|Deguang Kong|Miao Lu|Jian Yang|Nitesh V. Chawla
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020
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Hierarchically Structured Transformer Networks for Fine-Grained Spatial Event Forecasting.
Xian Wu|Chao Huang|Chuxu Zhang|Nitesh V. Chawla
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

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Similarity-Aware Network Embedding with Self-Paced Learning.
Chao Huang|Baoxu Shi|Xuchao Zhang|Xian Wu|Nitesh V. Chawla
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
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Deep Prototypical Networks for Imbalanced Time Series Classification under Data Scarcity.
Chao Huang|Xian Wu|Xuchao Zhang|Suwen Lin|Nitesh V. Chawla
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
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Neural Tensor Factorization for Temporal Interaction Learning.
Xian Wu|Baoxu Shi|Yuxiao Dong|Chao Huang|Nitesh V. Chawla
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019
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MiST: A Multiview and Multimodal Spatial-Temporal Learning Framework for Citywide Abnormal Event Forecasting.
Chao Huang|Chuxu Zhang|Jiashu Zhao|Xian Wu|Nitesh V. Chawla|Dawei Yin
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

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RESTFul: Resolution-Aware Forecasting of Behavioral Time Series Data.
Xian Wu|Baoxu Shi|Yuxiao Dong|Chao Huang|Louis Faust|Nitesh V. Chawla
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

2016

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Crowdsourcing-based Urban Anomaly Prediction System for Smart Cities.
Chao Huang|Xian Wu|Dong Wang
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016