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SpotTune: Leveraging Transient Resources for Cost-efficient Hyper-parameter Tuning in the Public Cloud


Dec 07, 2020
Yan Li, Bo An, Junming Ma, Donggang Cao, Yasha Wang, Hong Mei

* 11 pages, accepted by ICDCS 2020 

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CovidCare: Transferring Knowledge from Existing EMR to Emerging Epidemic for Interpretable Prognosis


Jul 17, 2020
Liantao Ma, Xinyu Ma, Junyi Gao, Chaohe Zhang, Zhihao Yu, Xianfeng Jiao, Wenjie Ruan, Yasha Wang, Wen Tang, Jiangtao Wang


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StageNet: Stage-Aware Neural Networks for Health Risk Prediction


Jan 24, 2020
Junyi Gao, Cao Xiao, Yasha Wang, Wen Tang, Lucas M. Glass, Jimeng Sun


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ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context


Nov 27, 2019
Liantao Ma, Chaohe Zhang, Yasha Wang, Wenjie Ruan, Jiantao Wang, Wen Tang, Xinyu Ma, Xin Gao, Junyi Gao


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AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration


Nov 27, 2019
Liantao Ma, Junyi Gao, Yasha Wang, Chaohe Zhang, Jiangtao Wang, Wenjie Ruan, Wen Tang, Xin Gao, Xinyu Ma


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MUSEFood: Multi-sensor-based Food Volume Estimation on Smartphones


Mar 19, 2019
Junyi Gao, Weihao Tan, Liantao Ma, Yasha Wang, Wen Tang


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Multi-Label Robust Factorization Autoencoder and its Application in Predicting Drug-Drug Interactions


Nov 01, 2018
Xu Chu, Yang Lin, Jingyue Gao, Jiangtao Wang, Yasha Wang, Leye Wang


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CrowdExpress: A Probabilistic Framework for On-Time Crowdsourced Package Deliveries


Sep 08, 2018
Chao Chen, Sen Yang, Weichen Liu, Yasha Wang, Bin Guo, Daqing Zhang


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Cell Selection with Deep Reinforcement Learning in Sparse Mobile Crowdsensing


May 24, 2018
Leye Wang, Wenbin Liu, Daqing Zhang, Yasha Wang, En Wang, Yongjian Yang


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Motif-based Rule Discovery for Predicting Real-valued Time Series


Dec 02, 2017
Yuanduo He, Xu Chu, Juguang Peng, Jingyue Gao, Yasha Wang


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