GeoFormer: A Swin Transformer-Based Framework for Scene-Level Building Height and Footprint Estimation from Sentinel Imagery. - Jinzhen Han; JinByeong Lee; JiSung Kim; Minkyung Cho; DaHee Kim; Hong Sik Yun (CoRR, 2026)

GISclaw: An Open-Source LLM-Powered Agent System for Full-Stack Geospatial Analysis. - Jinzhen Han; JinByeong Lee; Yuri Shim; Jisung Kim; Jae-Joon Lee (CoRR, 2026)

FireSenseNet: A Dual-Branch CNN with Cross-Attentive Feature Interaction for Next-Day Wildfire Spread Prediction. - Jinzhen Han; JinByeong Lee; Hak Han; YeonJu Na; Jae-Joon Lee (CoRR, 2026)

Morphology-Guided Cross-Task Coupling for Joint Building Height and Footprint Estimation. - Jinzhen Han; JinByeong Lee; Jisung Kim; HongSik Yun (CoRR, 2026)