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Clinical trial site matching with improved diversity using fair policy learning


Apr 13, 2022
Rakshith S Srinivasa, Cheng Qian, Brandon Theodorou, Jeffrey Spaeder, Cao Xiao, Lucas Glass, Jimeng Sun


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JULIA: Joint Multi-linear and Nonlinear Identification for Tensor Completion


Jan 31, 2022
Cheng Qian, Kejun Huang, Lucas Glass, Rakshith S. Srinivasa, Jimeng Sun


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Multi-version Tensor Completion for Time-delayed Spatio-temporal Data


May 11, 2021
Cheng Qian, Nikos Kargas, Cao Xiao, Lucas Glass, Nicholas Sidiropoulos, Jimeng Sun


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Change Matters: Medication Change Prediction with Recurrent Residual Networks


May 05, 2021
Chaoqi Yang, Cao Xiao, Lucas Glass, Jimeng Sun

* Accepted in IJCAI'21, this is the long version with appendix 

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SafeDrug: Dual Molecular Graph Encoders for Safe Drug Recommendations


May 05, 2021
Chaoqi Yang, Cao Xiao, Fenglong Ma, Lucas Glass, Jimeng Sun

* Accepted in IJCAI 2021, this is the full version with appendix 

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SCRIB: Set-classifier with Class-specific Risk Bounds for Blackbox Models


Mar 05, 2021
Zhen Lin, Cao Xiao, Lucas Glass, M. Brandon Westover, Jimeng Sun


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PyHealth: A Python Library for Health Predictive Models


Jan 11, 2021
Yue Zhao, Zhi Qiao, Cao Xiao, Lucas Glass, Jimeng Sun


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Fast Graph Attention Networks Using Effective Resistance Based Graph Sparsification


Jun 17, 2020
Rakshith S Srinivasa, Cao Xiao, Lucas Glass, Justin Romberg, Jimeng Sun

* Submitted to NeurIPS 2020 

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SkipGNN: Predicting Molecular Interactions with Skip-Graph Networks


Apr 30, 2020
Kexin Huang, Cao Xiao, Lucas Glass, Marinka Zitnik, Jimeng Sun


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MolTrans: Molecular Interaction Transformer for Drug Target Interaction Prediction


Apr 23, 2020
Kexin Huang, Cao Xiao, Lucas Glass, Jimeng Sun


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