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PANTHER: Pathway Augmented Nonnegative Tensor factorization for HighER-order feature learning


Dec 15, 2020
Yuan Luo, Chengsheng Mao

* Accepted by 35th AAAI Conference on Artificial Intelligence (AAAI 2021) 

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Towards Expressive Graph Representation


Oct 12, 2020
Chengsheng Mao, Liang Yao, Yuan Luo


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KG-BERT: BERT for Knowledge Graph Completion


Sep 11, 2019
Liang Yao, Chengsheng Mao, Yuan Luo


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MedGCN: Graph Convolutional Networks for Multiple Medical Tasks


Mar 31, 2019
Chengsheng Mao, Liang Yao, Yuan Luo


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ImageGCN: Multi-Relational Image Graph Convolutional Networks for Disease Identification with Chest X-rays


Mar 31, 2019
Chengsheng Mao, Liang Yao, Yuan Luo


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Local Probabilistic Model for Bayesian Classification: a Generalized Local Classification Model


Dec 13, 2018
Chengsheng Mao, Lijuan Lu, Bin Hu


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Local Distribution in Neighborhood for Classification


Dec 07, 2018
Chengsheng Mao, Bin Hu, Lei Chen, Philip Moore, Xiaowei Zhang


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Early Prediction of Acute Kidney Injury in Critical Care Setting Using Clinical Notes


Nov 09, 2018
Yikuan Li, Liang Yao, Chengsheng Mao, Anand Srivastava, Xiaoqian Jiang, Yuan Luo

* 4 pages, 3 figures, accepted by BIBM 2018 

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Graph Convolutional Networks for Text Classification


Oct 17, 2018
Liang Yao, Chengsheng Mao, Yuan Luo


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Supervised Nonnegative Matrix Factorization to Predict ICU Mortality Risk


Oct 09, 2018
Guoqing Chao, Chengsheng Mao, Fei Wang, Yuan Zhao, Yuan Luo

* 7 Pages, 2 figures 

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Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray Images


Sep 20, 2018
Chengsheng Mao, Yiheng Pan, Zexian Zeng, Liang Yao, Yuan Luo


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Distribution Networks for Open Set Learning


Sep 20, 2018
Chengsheng Mao, Liang Yao, Yuan Luo


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Clinical Text Classification with Rule-based Features and Knowledge-guided Convolutional Neural Networks


Jul 20, 2018
Liang Yao, Chengsheng Mao, Yuan Luo

* arXiv admin note: text overlap with arXiv:1806.04820 by other authors 

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Developing a Portable Natural Language Processing Based Phenotyping System


Jul 17, 2018
Himanshu Sharma, Chengsheng Mao, Yizhen Zhang, Haleh Vatani, Liang Yao, Yizhen Zhong, Luke Rasmussen, Guoqian Jiang, Jyotishman Pathak, Yuan Luo

* 13 pages 

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