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Recognition Oriented Iris Image Quality Assessment in the Feature Space

Sep 27, 2020
Leyuan Wang, Kunbo Zhang, Min Ren, Yunlong Wang, Zhenan Sun


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SUOD: A Scalable Unsupervised Outlier Detection Framework

Mar 11, 2020
Yue Zhao, Xiyang Hu, Cheng Cheng, Cong Wang, Cao Xiao, Yunlong Wang, Jimeng Sun, Leman Akoglu

* Submitted to KDD '20 Applied Data Science Track. arXiv admin note: substantial text overlap with arXiv:2002.03222 

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Learn Electronic Health Records by Fully Decentralized Federated Learning

Dec 10, 2019
Songtao Lu, Yawen Zhang, Yunlong Wang, Christina Mack


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Alignment Free and Distortion Robust Iris Recognition

Dec 01, 2019
Min Ren, Caiyong Wang, Yunlong Wang, Zhenan Sun, Tieniu Tan

* Accepted by ICB2019, 7 pages, 5 figures 

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Dynamic Graph Representation for Partially Occluded Biometrics

Dec 01, 2019
Min Ren, Yunlong Wang, Zhenan Sun, Tieniu Tan

* Accepted by AAAI2020, 9 pages, 15 figures 

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NaMemo: Enhancing Lecturers' Interpersonal Competence of Remembering Students' Names

Nov 21, 2019
Guang Jiang, Mengzhen Shi, Ying Su, Pengcheng An, Yunlong Wang


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Online Meta-Learning on Non-convex Setting

Oct 22, 2019
Zhenxun Zhuang, Yunlong Wang, Kezi Yu, Songtao Lu


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Representation Learning of EHR Data via Graph-Based Medical Entity Embedding

Oct 07, 2019
Tong Wu, Yunlong Wang, Yue Wang, Emily Zhao, Yilian Yuan, Zhi Yang

* 5 pages, 2 figures, NeurIPS 2019 Graph Representation Learning Workshop 

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Enhancing Model Interpretability and Accuracy for Disease Progression Prediction via Phenotype-Based Patient Similarity Learning

Sep 26, 2019
Yue Wang, Tong Wu, Yunlong Wang, Gao Wang

* 12 pages, accepted by Pacific Symposium on Biocomputing (PSB) 2020 

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Predicting Treatment Initiation from Clinical Time Series Data via Graph-Augmented Time-Sensitive Model

Jul 01, 2019
Fan Zhang, Tong Wu, Yunlong Wang, Yong Cai, Cao Xiao, Emily Zhao, Lucas Glass, Jimeng Sun

* 5 pages, 3 figures, accepted by ICML 2019 Time Series Workshop 

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Rare Disease Detection by Sequence Modeling with Generative Adversarial Networks

Jul 01, 2019
Kezi Yu, Yunlong Wang, Yong Cai, Cao Xiao, Emily Zhao, Lucas Glass, Jimeng Sun

* International Conference on Machine Learning (ICML) 2019 time series workshop accepted paper 

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CoachAI: A Conversational Agent Assisted Health Coaching Platform

Apr 26, 2019
Ahmed Fadhil, Gianluca Schiavo, Yunlong Wang


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Modeling Treatment Delays for Patients using Feature Label Pairs in a Time Series

Dec 03, 2018
Weiyu Huang, Yunlong Wang, Li Zhou, Emily Zhao, Yilian Yuan, Alejandro Ribero

* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216 

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Semi-supervised Rare Disease Detection Using Generative Adversarial Network

Dec 03, 2018
Wenyuan Li, Yunlong Wang, Yong Cai, Corey Arnold, Emily Zhao, Yilian Yuan

* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216 

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Clustering with Temporal Constraints on Spatio-Temporal Data of Human Mobility

Jul 02, 2018
Yunlong Wang, Bjoern Sommer, Falk Schreiber, Harald Reiterer


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Rare Disease Physician Targeting: A Factor Graph Approach

Jan 19, 2017
Yong Cai, Yunlong Wang, Dong Dai


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