University of Florida Data Studio 🐊

The UF Data Studio is home for research projects for all parts of the Data Pipeline. We are passionate about developing new ways humans can interact with their data and understanding the fundamental research issues all along the data pipeline.

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An aerial view of the San Diego Coronado Bridge curving across the bay toward the downtown skyline, host city of ACL 2026.

The UF Data Studio at ACL 2026 in San Diego

The work we are proud to show at ACL 2026, with session times so you can find us. A Findings paper on audio-semantic reasoning across accents, a vision-and-language paper that reads the Mixtec codices, and an overall-winning AmericasNLP shared-task submission.

The Capital Hilton, venue for ICDM 2025 in Washington, D.C.

Why OVO May Work Better Than OVR for Imbalanced Multi-Class Classification

A short blogpost about an ICDM 2025 paper that revisits OVO and OVR under class imbalance, with connections to RISE and urban evaluation work.

An odd statue, a segmented pillar, that stands on the corner of 14th and Curtis Streets in Denver Colorado. Its block-like segments read "ALL TOGETHER NOW"

Life in Denver for CVPR26

A blogpost highlighting my travel to and time in Denver, CO for CVPR 2026

The Blue Bear statue outside the Colorado Convention Center looks through an exterior window.

Academic Highlights From CVPR26, Denver

A blogpost highlighting papers on comic understanding and MLLM reasoning from CVPR 2026

Sunlight behind Century Tower on the University of Florida campus.

Three PhD Students Pass Their Qualifiers, and the AI Gaps They're Investigating

Chibuzor, Ray, and Christopher passed their PhD qualifiers this year. They are digging into the gaps in fast-moving areas of AI, from spoken-language models in the classroom, to the metrics behind urban AI, to multimodal AI for comics.

Hacking Cancer with the Human-Centered Data Science promotional flyer.

Hacking Cancer with the Human-Centered Data Science Group

Thirteen students, three cancer challenges, and one weekend to build something real.

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