ChatGPT for GTFS: From Words to Information. - Saipraneeth Devunuri; Shirin Qiam; Lewis Lehe (CoRR, 2023)

ChatGPT for GTFS: benchmarking LLMs on GTFS semantics... and retrieval. - Saipraneeth Devunuri; Shirin Qiam; Lewis J. Lehe (Public Transp., 2024)

A Pipeline and NIR-Enhanced Dataset for Parking Lot Segmentation. - Shirin Qiam; Saipraneeth Devunuri; Lewis J. Lehe (WACV, 2025)