3 papers
cs.CY2026
Diagnosing Korean-Language LLM Political Bias via Census-Grounded Agent Simulation
Sungwoo Kang
Large language models (LLMs) exhibit systematic political biases in voter simulations, but their underlying mechanisms and cross-lingual generalizations remain poorly understood. W…
cs.LG2026
STAG-CN: Spatio-Temporal Apiary Graph Convolutional Network for Disease Onset Prediction in Beehive Sensor Networks
Sungwoo Kang
Honey bee colony losses threaten global pollination services, yet current monitoring systems treat each hive as an isolated unit, ignoring the spatial pathways through which diseas…
q-fin.ST2026
Information Propagation Across Investor Types: Transfer Entropy Networks in the Korean Equity Market
Sungwoo Kang
Whether heterogeneous investor flows transmit private information across stocks or merely reflect coordinated responses to public signals remains an open question in market microst…