Content-Based vs. Similarity-Based Deep Learning Approaches for Walkability Assessment. - Ankita Kadam; Felix Vu; Siddheshwari Bankar; Alivia Zhao; Garland Lau; Wan D. Bae; Shayma Alkobaisi (DASFAA (6), 2025)

Multimodal Walkability Assessment and Path Optimization for Pedestrian Routing Using Environmental Analytics and LLMs. - Alice Han; Angela Han; Tony Nguyen; Victoria Zhang; Alivia Zhao; Desmond Wan; Wan D. Bae; Matthew Horak (BuildSys, 2026)