5 citations · 7 across the 4 of their papers we have counts for
5 papers
Multi-Task Active Learning with Efficient Resource Allocation
Hanwen Ye, Jiuchen Zhang, Annie Qu
Many scientific studies allow costly auxiliary information to be collected during data labeling but not at deployment. Examples include diagnostic tests, laboratory assays, and exp…
Dynamic Topic Modeling with a Higher-Order Hypergraphical Representation
Hanjia Gao, Hanwen Ye, Qing Nie +1
Dynamic topic modeling is widely used to analyze evolving trends in scientific literature, medical records, and social media. Traditional topic models represent each topic through…
Dynamic Topic Language Model on Heterogeneous Children's Mental Health Clinical Notes
Hanwen Ye, Tatiana Moreno, Adrianne Alpern +2
Mental health diseases affect children's lives and well-beings which have received increased attention since the COVID-19 pandemic. Analyzing psychiatric clinical notes with topic…
Stage-Aware Learning for Dynamic Treatments
Hanwen Ye, Wenzhuo Zhou, Ruoqing Zhu +1
Recent advances in dynamic treatment regimes (DTRs) facilitate the search for optimal treatments, which are tailored to individuals' specific needs and able to maximize their expec…
Semi-orthogonal Non-negative Matrix Factorization with an Application in Text Mining
Jack Yutong Li, Ruoqing Zhu, Annie Qu +2
Emergency Department (ED) crowding is a worldwide issue that affects the efficiency of hospital management and the quality of patient care. This occurs when the request for an admi…