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Clinical trial site matching with improved diversity using fair policy learning



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


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AutoMap: Automatic Medical Code Mapping for Clinical Prediction Model Deployment



Zhenbang Wu , Cao Xiao , Lucas M Glass , David M Liebovitz , Jimeng Sun


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MedAttacker: Exploring Black-Box Adversarial Attacks on Risk Prediction Models in Healthcare



Muchao Ye , Junyu Luo , Guanjie Zheng , Cao Xiao , Ting Wang , Fenglong Ma


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Differentiable Scaffolding Tree for Molecular Optimization



Tianfan Fu , Wenhao Gao , Cao Xiao , Jacob Yasonik , Connor W. Coley , Jimeng Sun


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Augmented Tensor Decomposition with Stochastic Optimization



Chaoqi Yang , Cheng Qian , Navjot Singh , Cao Xiao , M Brandon Westover , Edgar Solomonik , Jimeng Sun

* Fixed some typos 

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MTC: Multiresolution Tensor Completion from Partial and Coarse Observations



Chaoqi Yang , Navjot Singh , Cao Xiao , Cheng Qian , Edgar Solomonik , Jimeng Sun

* Accepted in SIGKDD 2021. Code in https://github.com/ycq091044/MTC 

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



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



Chaoqi Yang , Cao Xiao , Lucas Glass , Jimeng Sun

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

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