3 papers
cs.CV2026
Sidewalk Moments: Are Richer Representations Always More Human-Aligned? Evidence from City-Walk Videos
Liu Liu, Freya Huying Tan, Fábio Duarte
We examine whether richer visual representations yield more human-aligned measures of urban engagement, using 61 first-person city-walk videos from YouTube segmented into over 50,0…
cs.AI2026
LocationReasoner: Evaluating LLMs on Real-World Site Selection Reasoning
Miho Koda, Yu Zheng, Ruixian Ma +4
Recent advances in large language models (LLMs), particularly those enhanced through reinforced post-training, have demonstrated impressive reasoning capabilities, as exemplified b…
cs.HC2025
Human vs. AI Safety Perception? Decoding Human Safety Perception with Eye-Tracking Systems, Street View Images, and Explainable AI
Yuhao Kang, Junda Chen, Liu Liu +5
The way residents perceive safety plays an important role in how they use public spaces. Studies have combined large-scale street view images and advanced computer vision technique…