Publication
“Where Can I Park?” Understanding Human Perspectives and Scalably Detecting Disability Parking from Aerial Imagery
Jared Hwang, Chu Li, Hanbyul Kang, Maryam Hosseini, Jon E. Froehlich
In Proceedings of the ACM SIGACCESS Conference on Computers and Accessibility (ASSETS 2025)
[PDF]
StreetTransformer: Precedent Retrieval and Multimodal Fusion with Vision Language Models
Jon Atkins, Joao Rulff, Claudio T. Silva, Maryam Hosseini
In Proceedings of the UMFM 2025 Workshop at the 33rd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL 2025)
StreetWeave: A Declarative Grammar for Street-Overlaid Visualization of Multivariate Data
Sanjana Srabanti, G. Elisabeta Marai, Fabio Miranda
IEEE Transactions on Visualization and Computer Graphics, 2025
[ArXiv]
VA-Blueprint: Uncovering Building Blocks for Visual Analytics System Design
Leonardo Ferreira, Gustavo Moreira, Fabio Miranda
IEEE Transactions on Visualization and Computer Graphics, 2025
[ArXiv]
Urbanite: A Dataflow-Based Framework for Human-AI Interactive Alignment in Urban Visual Analytics
Gustavo Moreira, Leonardo Ferreira, Carolina Veiga, Maryam Hosseini, Fabio Miranda
IEEE Transactions on Visualization and Computer Graphics, 2025
[ArXiv]
RampNet: A Two-Stage Pipeline for Bootstrapping Curb Ramp Detection in Streetscape Images from Open Government Metadata
John S. O’Meara, Jared Hwang, Zeyu Wang, Michael Saugstad, Jon E. Froehlich
In Proceedings of ICCV Workshop on Vision Foundation Models and Generative AI for Accessibility
[ArXiv]
NightLight: Passively Mapping Nighttime Sidewalk Light Data for Improved Pedestrian Routing
Joseph Breda, Daniel Campos Zamora, Shwetak Patel, Jon E. Froehlich
In Proceedings of ACM Conference on Human Factors in Computing (CHI 2025)
[ACM DIgital Library]
TiVy: Time Series Visual Summary for Scalable Visualization
Gromit Yeuk-Yin Chan, Luis Gustavo Nonato, Themis Palpanas, Claudio T. Silva, Juliana Freire
IEEE Transactions on Visualization and Computer Graphics, 2025
[ArXiv]
“Does the cafe entrance look accessible? Where is the door?” Towards Geospatial AI Agents for Visual Inquiries
Jon E. Froehlich, Jared Hwang, Zeyu Wang, John S. O’Meara, Xia Su, William Huang, Yang Zhang, Alex Fiannaca, Philip Nelson, Shaun Kane
In Proceedings of ICCV Workshop on Vision Foundation Models and Generative AI for Accessibility
[ArXiv]
Magneto: Combining Small and Large Language Models for Schema Matching
Yurong Liu, Eduardo Pena, Aecio Santos, Eden Wu, Juliana Freire
In Proceedings of the VLDB Endowment, 2025
[ArXiv]
Large Language Models for Data Discovery and Integration: Challenges and Opportunities
Juliana Freire, Grace Fan, Benjamin Feuer, Christos Koutras, Yurong Liu, Eduardo Pena, Aecio Santos, Claudio T. Silva, Eden Wu
IEEE Data Engineering Bulletin, 2025
[PDF]
Hierarchical Table Semantics for Exploratory Table Discovery
Grace Fan, Juliana Freire
In Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2025
[ACM Digital Library]
StreetTransformer: A Large Scale Multimodal Benchmark for Change Detection in Urban Streets
Jon Atkins, Joao Rulff, Claudio Silva, Maryam Hosseini
To appear in the proceedings of NeurIPS Workshop on UrbanAI: Harnessing Artificial Intelligence for Smart Cities