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Modeling Multi-interest News Sequence for News Recommendation


Jul 15, 2022
Rongyao Wang, Wenpeng Lu, Xueping Peng


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Rethinking Adjacent Dependency in Session-based Recommendations


Jan 29, 2022
Qian Zhang, Shoujin Wang, Wenpeng Lu, Chong Feng, Xueping Peng, Qingxiang Wang

* 12 pages, 4 figures, conference 

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Aspect-driven User Preference and News Representation Learning for News Recommendation


Oct 12, 2021
Rongyao Wang, Wenpeng Lu, Shoujin Wang, Xueping Peng, Hao Wu, Qian Zhang

* 20 pages 

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Sequential Diagnosis Prediction with Transformer and Ontological Representation


Sep 07, 2021
Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang

* 10 pages, 5 figures, Accepted by IEEE ICDM 2021. arXiv admin note: text overlap with arXiv:2107.09288 

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MIMO: Mutual Integration of Patient Journey and Medical Ontology for Healthcare Representation Learning


Jul 23, 2021
Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Zhendong Niu, Chengqi Zhang


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BiteNet: Bidirectional Temporal Encoder Network to Predict Medical Outcomes


Sep 24, 2020
Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang, Chengqi Zhang

* 10 pages, 8 figures, accepted by IEEE ICDM 2020. arXiv admin note: substantial text overlap with arXiv:2006.10516 

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Self-Attention Enhanced Patient Journey Understanding in Healthcare System


Jun 19, 2020
Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang

* 16 pages, 6 figures, accepted by ECML/PKDD 2020 

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Temporal Self-Attention Network for Medical Concept Embedding


Sep 15, 2019
Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang, Michael Blumenstein

* 10 pages, 7 figures, accepted at IEEE ICDM 2019 

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