Lehman, Li-Wei H.

7 publications

MLHC 2025 Switching State Space Modeling via Constrained Inference for Clinical Outcome Prediction Arnold Su, Anna Wong, Fareed Sheriff, Ardavan Saeedi, Li-wei H. Lehman

MLHC 2024 G-Transformer: Counterfactual Outcome Prediction Under Dynamic and Time-Varying Treatment Regimes Hong Xiong, Feng Wu, Leon Deng, Megan Su, Li-wei H. Lehman

IJCAI 2023 A Diffusion Model with Contrastive Learning for ICU False Arrhythmia Alarm Reduction Feng Wu, Guoshuai Zhao, Xueming Qian, Li-Wei H. Lehman

AAAI 2022 Knowledge Distillation via Constrained Variational Inference Ardavan Saeedi, Yuria Utsumi, Li Sun, Kayhan Batmanghelich, Li-Wei H. Lehman

NeurIPSW 2022 Treatment-RSPN: Recurrent Sum-Product Networks for Sequential Treatment Regimes Adam Dejl, Harsh Deep, Jonathan Fei, Ardavan Saeedi, Li-wei H. Lehman

AAAI 2020 Robust Low-Rank Discovery of Data-Driven Partial Differential Equations Jun Li, Gan Sun, Guoshuai Zhao, Li-Wei H. Lehman

MLHC 2018 Representation Learning Approaches to Detect False Arrhythmia Alarms from ECG Dynamics Eric P. Lehman, Rahul G. Krishnan, Xiaopeng Zhao, Roger G. Mark, Li-wei H. Lehman