Sehi L'Yi

schoolHarvard Universitybar_chart#6556 Global Rank

Total Papers

HCI Rank

#6556

Research Areas

Years Active

Recent Publications

Automatic Synthesis of Visualization Design Knowledge Bases

Formal representations of the visualization design space, such as knowledge bases and graphs, consolidate design practices into a shared resource and enable automated reasoning and interpretable design recommendations. However, prior approaches typically depend on fixed, manually authored rules, making it difficult to…

CHI '232nd AuthorExplainable AI (XAI) +2

Drava: Aligning Human Concepts with Machine Learning Latent Dimensions for the Visual Exploration of Small Multiples

Latent vectors extracted by machine learning (ML) are widely used in data exploration (e.g., t-SNE) but suffer from a lack of interpretability. While previous studies employed disentangled representation learning (DRL) to enable more interpretable exploration, they often overlooked the potential mismatches between the…

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