3 papers
cs.LG2025
Interpretable Water Level Forecaster with Spatiotemporal Causal Attention Mechanisms
Sungchul Hong, Yunjin Choi, Jong-June Jeon
Accurate forecasting of river water levels is vital for effectively managing traffic flow and mitigating the risks associated with natural disasters. This task presents challenges…
cs.CL2025
Does a Large Language Model Really Speak in Human-Like Language?
Mose Park, Yunjin Choi, Jong-June Jeon
Large Language Models (LLMs) have recently emerged, attracting considerable attention due to their ability to generate highly natural, human-like text. This study compares the late…
stat.AP2024
Capturing usage patterns in bike sharing system via multilayer network fused Lasso
Yunjin Choi, Haeran Cho, Hyelim Son
Data collected from a bike-sharing system exhibit complex temporal and spatial features. We analyze shared-bike usage data collected in three large cities at the level of individua…