Hi, I'm Freya Tan


I'm an incoming CS PhD at the NYU Computer Science Department, where I'll join the VIDA Center, advised by Prof. Claudio Silva and co-advised by Prof. Paul Torrens.

My research builds multimodal AI systems that perceive and reason about the physical world. Current threads include vision-language models for geospatial imagery, graph-based representations of human movement and the built environment, and LLM-driven reasoning over structured spatial data — broadly at the intersection of GeoAI and urban computing.

Prior to NYU, I completed my M.S. in Electrical Engineering & Computer Science at MIT, advised by Prof. Phillip Isola at CSAIL — concurrently pursuing a Master in City Planning at the City Form Lab under Prof. Andres Sevtsuk.

RESEARCH AREAS

01

Vision-Language Models for Spatial Scenes

Multimodal models that parse social interactions, urban form, and built environments from imagery and street-view data.

03

LLM Reasoning with Structured Spatial Data

Integrating geospatial, sensor, and tabular data into LLM workflows for spatial analysis and diagnostic systems.

SELECTED PUBLICATIONS

Teaser figure for MINGLE: VLMs for Semantically Complex Region Detection in Urban Scenes

MINGLE: VLMs for Semantically Complex Region Detection in Urban Scenes

Liu Liu, Alexandra Schild, Marco Cipriano, Fatimeh Al Ghannam, Freya Tan, Gerard de Melo, Andres Sevtsuk
AAAI 2026, 2026

Teaser figure for Beyond Prompts: A reference-based interaction framework for generative AI in design fields

Beyond Prompts: A reference-based interaction framework for generative AI in design fieldsAccepted

Rohit Sanatani, Richa Gupta, Freya Tan, Randall Davis, Takehiko Nagakura
HCI International 2026, 2026

NEWS

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