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COCOA: Cross Modality Contrastive Learning for Sensor Data


Aug 03, 2022
Shohreh Deldari, Hao Xue, Aaqib Saeed, Daniel V. Smith, Flora D. Salim

* 27 pages, 10 figures, 6 tables, Accepted with minor revision at IMWUT Vol. 6 No. 3 

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Modeling Long-term Dependencies and Short-term Correlations in Patient Journey Data with Temporal Attention Networks for Health Prediction


Jul 15, 2022
Yuxi Liu, Zhenhao Zhang, Antonio Jimeno Yepes, Flora D. Salim

* 10 pages, 4 figures, accepted at ACM BCB 2022 

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Beyond Just Vision: A Review on Self-Supervised Representation Learning on Multimodal and Temporal Data


Jun 08, 2022
Shohreh Deldari, Hao Xue, Aaqib Saeed, Jiayuan He, Daniel V. Smith, Flora D. Salim

* 36 pages, 5 figures, 9 tables, Survey paper 

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Measuring disentangled generative spatio-temporal representation


Feb 10, 2022
Sichen Zhao, Wei Shao, Jeffrey Chan, Flora D. Salim


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Event-Aware Multimodal Mobility Nowcasting


Dec 14, 2021
Zhaonan Wang, Renhe Jiang, Hao Xue, Flora D. Salim, Xuan Song, Ryosuke Shibasaki

* Accepted by AAAI 2022 

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Translating Human Mobility Forecasting through Natural Language Generation


Dec 13, 2021
Hao Xue, Flora D. Salim, Yongli Ren, Charles L. A. Clarke

* Accepted at WSDM2022 

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PIETS: Parallelised Irregularity Encoders for Forecasting with Heterogeneous Time-Series


Oct 06, 2021
Futoon M. Abushaqra, Hao Xue, Yongli Ren, Flora D. Salim

* Accepted to ICDM2021 

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MobTCast: Leveraging Auxiliary Trajectory Forecasting for Human Mobility Prediction


Sep 30, 2021
Hao Xue, Flora D. Salim, Yongli Ren, Nuria Oliver

* Accepted to NeurIPS 2021 

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CoSEM: Contextual and Semantic Embedding for App Usage Prediction


Aug 26, 2021
Yonchanok Khaokaew, Mohammad Saiedur Rahaman, Ryen W. White, Flora D. Salim

* 5 pages, short paper in Proceedings of the 30th ACM International Conference on Information and Knowledge Management (CIKM '21) 

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