Hsu, William

11 publications

MIDL 2026 From Cross-Sectional CT to Dynamic Insights: Pseudotime-Based Modeling of Lung Nodule Progression Luoting Zhuang, Linh M. Tran, Yunzheng Zhu, Ashley E. Prosper, William Hsu

NeurIPSW 2023 Explainable Reinforcement Learning for Alzheimer’s Disease Progression Prediction. Raja Farrukh Ali, Ayesha Farooq, Emmanuel Adeniji, John Woods, Vinny Sun, William Hsu

NeurIPSW 2023 Reinforcement Learning with Augmentation Invariant Representation: A Non-Contrastive Approach Nasik Muhammad Nafi, William Hsu

NeurIPSW 2022 Analyzing the Sensitivity to Policy-Value Decoupling in Deep Reinforcement Learning Generalization Nasik Muhammad Nafi, Raja Farrukh Ali, William Hsu

NeurIPSW 2022 Analyzing the Sensitivity to Policy-Value Decoupling in Deep Reinforcement Learning Generalization Nasik Muhammad Nafi, Raja Farrukh Ali, William Hsu

NeurIPSW 2022 Efficient Multi-Horizon Learning for Off-Policy Reinforcement Learning Raja Farrukh Ali, Nasik Muhammad Nafi, Kevin Duong, William Hsu

NeurIPSW 2022 Efficient Multi-Horizon Learning for Off-Policy Reinforcement Learning Raja Farrukh Ali, Nasik Muhammad Nafi, Kevin Duong, William Hsu

ICMLW 2022 Hyperbolically Discounted Advantage Estimation for Generalization in Reinforcement Learning Nasik Muhammad Nafi, Raja Farrukh Ali, William Hsu

NeurIPSW 2021 Attention-Based Partial Decoupling of Policy and Value for Generalization in Reinforcement Learning Nasik Muhammad Nafi, Creighton Glasscock, William Hsu

CVPRW 2019 Explainable Hierarchical Semantic Convolutional Neural Network for Lung Cancer Diagnosis Shiwen Shen, Simon X. Han, Denise R. Aberle, Alex A. T. Bui, William Hsu

IJCAI 2018 Generating Reward Functions Using IRL Towards Individualized Cancer Screening Panayiotis Petousis, Simon X. Han, William Hsu, Alex A. T. Bui