2022

doi dblp
PopNet: Real-Time Population-Level Disease Prediction with Data Latency
Junyi Gao | Cao Xiao | Lucas M. Glass | Jimeng Sun
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

doi dblp
MedRetriever: Target-Driven Interpretable Health Risk Prediction via Retrieving Unstructured Medical Text
Muchao Ye | Suhan Cui | Yaqing Wang | Junyu Luo | Cao Xiao | Fenglong Ma
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
AID: Active Distillation Machine to Leverage Pre-Trained Black-Box Models in Private Data Settings
Trong Nghia Hoang | Shenda Hong | Cao Xiao | Bryan Low | Jimeng Sun
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

doi dblp
MedPath: Augmenting Health Risk Prediction via Medical Knowledge Paths
Muchao Ye | Suhan Cui | Yaqing Wang | Junyu Luo | Cao Xiao | Fenglong Ma
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

doi dblp
UNITE: Uncertainty-based Health Risk Prediction Leveraging Multi-sourced Data
Chacha Chen | Junjie Liang | Fenglong Ma | Lucas Glass | Jimeng Sun | Cao Xiao
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

2020

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LSAN: Modeling Long-term Dependencies and Short-term Correlations with Hierarchical Attention for Risk Prediction
Muchao Ye | Junyu Luo | Cao Xiao | Fenglong Ma
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

doi dblp
REST: Robust and Efficient Neural Networks for Sleep Monitoring in the Wild
Rahul Duggal | Scott Freitas | Cao Xiao | Duen Horng Chau | Jimeng Sun
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

doi dblp
Patient-Trial Matching with Deep Embedding and Entailment Prediction
Xingyao Zhang | Cao Xiao | Lucas Glass | Jimeng Sun
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

doi dblp
Clinical Report Auto-completion
Siddharth Biswal | Cao Xiao | Lucas Glass | M. Brandon Westover | Jimeng Sun
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

doi dblp
StageNet: Stage-Aware Neural Networks for Health Risk Prediction
Junyi Gao | Cao Xiao | Yasha Wang | Wen Tang | Lucas M. Glass | Jimeng Sun
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

doi dblp
Longitudinal Adversarial Attack on Electronic Health Records Data
Sungtae An | Cao Xiao | Walter F. Stewart | Jimeng Sun
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019