3 papers
cs.CV2026
Building and Road Recognition in Dense Urban Informal Settlements: A Dataset and Benchmark
Hongyu Long, Jiaxuan Liu, Rui Cao
As a widespread form of informal settlements, urban villages present significant challenges for sustainable urban development and governance. Precise mapping of their infrastructur…
cs.SD2025
Coverage-Guaranteed Speech Emotion Recognition via Calibrated Uncertainty-Adaptive Prediction Sets
Zijun Jia, Jinsong Yu, Hongyu Long +1
Road rage, often triggered by emotional suppression and sudden outbursts, significantly threatens road safety by causing collisions and aggressive behavior. Speech emotion recognit…
cs.LG2025
Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees
Zhiyi Zhou, Hexin Peng, Hongyu Long
With the advancement of Internet of Things (IoT) technologies, high-precision indoor positioning has become essential for Location-Based Services (LBS) in complex indoor environmen…