Muchao Ye

HiTANet: Hierarchical Time-Aware Attention Networks for Risk Prediction on Electronic Health Records

Junyu Luo, Muchao Ye, Cao Xiao et al. · 2020 · 184 citations

Structured Prediction, Engineering, Machine Learning +17

MedPath: Augmenting Health Risk Prediction via Medical Knowledge Paths

Muchao Ye, Suhan Cui, Yaqing Wang et al. · 2021 · 53 citations · Full text

Engineering, Machine Learning, Broad Adoption +16

TextHoaxer: Budgeted Hard-Label Adversarial Attacks on Text

Muchao Ye, Chenglin Miao, Ting Wang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 44 citations · Full text

Artificial Intelligence, Structured Prediction, Hard-label Adversarial Attacks +16

LSAN: Modeling Long-term Dependencies and Short-term Correlations with Hierarchical Attention for Risk Prediction

Muchao Ye, Junyu Luo, Cao Xiao et al. · 2020 · 42 citations

Long-term Dependencies, Engineering, Machine Learning +23

Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation

Xingyi Yang, Muchao Ye, Quanzeng You et al. · 2021 · 37 citations · Full text

Engineering, Part-of-speech Tagging, Language Processing +19