Mengdi Huai

Representation Learning for Treatment Effect Estimation from Observational Data

Liuyi Yao, Sheng Li, Yaliang Li et al. · Neural Information Processing Systems · 2018 · 140 citations

Individual Treatment Effect, Engineering, Machine Learning +15

Deep Patient Similarity Learning for Personalized Healthcare

Qiuling Suo, Fenglong Ma, Ye Yuan et al. · IEEE Transactions on NanoBioscience · 2018 · 136 citations

Convolutional Neural Network, Engineering, Machine Learning +16

Personalized disease prediction using a CNN-based similarity learning method

Qiuling Suo, Fenglong Ma, Ye Yuan et al. · 2017 · 93 citations

Engineering, Machine Learning, Disease Classification +17

Towards Data Poisoning Attacks in Crowd Sensing Systems

Chenglin Miao, Qi Li, Houping Xiao et al. · 2018 · 74 citations

Engineering, Information Security, Crowd Sensing +21

Attack under Disguise

Chenglin Miao, Qi Li, Lü Su et al. · 2018 · 59 citations · Full text

Engineering, Maximum Likelihood Estimation, Information Security +22