Williams College

schoolSchoolbar_chart#1265 Global Rank

Total Papers

HCI Rank

#1265

Research Areas

Years Active

Recent Publications

CoAutoML: User Interface Framework for Machine Learning Novices using LLM-based AutoML and Test-Driven Machine Teaching

An explosion in automated machine learning (AutoML) tools has led to numerous back-end frameworks enabling users with machine learning expertise to leverage the power of Machine Learning (ML). However, to ensure that ML tools are openly accessible to all who stand to benefit from their predictive and analytical powers…

UIST '25Generative AI (Text, Image, Music, Video) +2

Flowco: Mixed-Initiative Authoring of Reliable End-to-End Data Analyses via Dataflow Graphs and LLMs

Conducting data analysis typically involves authoring code to trans- form, visualize, analyze, and interpret data. Large Language Models (LLMs) are now capable of generating such code for simple, routine analyses, and they have the potential to democratize data science by enabling those with limited programming expert…

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At a Glance

Institution Snapshot

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Display Name

Williams College

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Location

United States · North America

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Overall Rank

#1265

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Total Papers

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Active Years

2025-2026

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Network

2 researchers · 0 collaborators

Research Profile

Top Research Directions

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AI & Machine Learning Interaction

Human-LLM Collaboration

Data Visualization & Information Design

Interactive Data Visualization