GAMENet: Graph augmented memory networks for recommending medication combinationJunyuan ShangCao Xiaoet al.2019AAAI 2019
Constrained generation of semantically valid graphs via regularizing variational autoencodersTengfei MaJie Chenet al.2018NeurIPS 2018
Drug similarity integration through attentive multi-view graph auto-encodersTengfei MaCao Xiaoet al.2018IJCAI 2018
Dialogue-based tutoring at scale: Design and challengesMaria ChangMatthew Venturaet al.2018RIPI-ICLS 2018
Health-ATM: A deep architecture for multifaceted patient health record representation and risk predictionTengfei MaCao Xiaoet al.2018SDM 2018
FastGCN: Fast learning with graph convolu-tional networks via importance samplingJie ChenTengfei Maet al.2018ICLR 2018
Human-level Multiple Choice Question Guessing Without Domain Knowledge: Machine-Learning of Framing EffectsPatrick WatsonTengfei Maet al.2018WWW 2018
Readmission prediction via deep contextual embedding of clinical conceptsCao XiaoTengfei Maet al.2018PLoS ONE
Inverted bilingual topic models for lexicon extraction from non-parallel dataTengfei MaTetsuya Nasukawa2017IJCAI 2017