Qianwen Wang, PhD

Biography

Research Fellow in Biomedical Informatics

Qianwen Wang is a Research Fellow in Biomedical Informatics at Harvard Medical School.

Qianwen Wang received her PhD from the Hong Kong University of Science and Technology, under the supervision of Prof. Huamin Qu. During her PhD study, Qianwen Wang conducted research in interactive data visualization within the broad context of Human-Computer Interaction. Her studies contributes a series of interactive visual analysis systems that assist users in understanding machine learning models and in analyzing complicated data.

Publications

• Beyond Generating Code: Evaluating GPT on a Data Visualization Course
• GenoREC: A Recommendation System for Interactive Genomics Data Visualization
• OncoThreads: Visualization of Large Scale Longitudinal Cancer Molecular Data
• A foundation model for clinician-centered drug repurposing
• The State of Single-Cell Atlas Data Visualization in the Biological Literature
• Gosling: A Grammar-based Toolkit for Scalable and Interactive Genomics Data Visualization
• The Role of Visualization in Genomics Data Analysis Workflows: The Interview
• Interactive Visual Explanations for Deep Drug Repurposing
• ThreadStates: State-based Visual Analysis of Disease Progression
• Improving the Utility and Usability of Visualization in AI-driven Scientific Discovery
• Extending the Nested Model for User-Centric XAI: A Design Study on GNN-based Drug Repurposing
• Polyphony: an Interactive Transfer Learning Framework for Single-Cell Data Analysis
• Enabling Multimodal User Interactions for Genomics Visualization Creation
• Drava: Concept-Driven Exploration of Small Multiples using Interpretable Latent Vectors
• What are People Talking about in High-Dimension Data Visualization? LLM-supported Analysis of Domain Literature