181 citations · 263 across the 13 of their papers we have counts for
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cs.CL2026
Beyond Averages: Evaluating LLMs on Human Survey Replication at the Distributional Level
Jeonghyeon Moon, Jiwon Kim, Yeheum Lah +2
LLMs are increasingly used to simulate human survey responses, but prior work has mainly evaluated replication using mean-level or aggregate agreement, offering limited insight int…
cs.LG2026
Efficient Traffic Prediction at Scale: A Systematic Study of STGCN Architectural Depth
Soban Nasir Lone, Mohamed Abouelela, Taeyoung Yu +2
Spatio-temporal graph neural networks (STGNNs) have become the dominant approach for traffic prediction, yet their computational requirements pose challenges for practical deployme…
cs.CV2026
MedROI: Codec-Agnostic Region of Interest-Centric Compression for Medical Images
Jiwon Kim, Ikbeom Jang
Medical imaging archives are growing rapidly in both size and resolution, making efficient compression increasingly important for storage and data transfer. Most existing codecs co…