91 citations · 236 across the 31 of their papers we have counts for
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cs.AI2026
STRIVE: Multi-Agent Structured Temporal Reasoning with Integrated Verification for Longitudinal Radiology Report Generation
Junyeong Maeng, Eunsong Kang, Heung-Il Suk
Longitudinal radiology report generation (LRRG) requires identifying both current findings and their changes relative to a prior study. Existing methods jointly model diagnosis, at…
cs.AI2026★ 1 cited
HyFI: Hyperbolic Feature Interpolation for Brain-Vision Alignment
Sangmin Jo, Wootaek Jeong, Da-Woon Heo +2
Recent progress in artificial intelligence has encouraged numerous attempts to understand and decode human visual system from brain signals. These prior works typically align neura…
stat.ML2026
Permutation-Equivariant 2D State Space Models: Theory and Canonical Architecture for Multivariate Time Series
Seungwoo Jeong, Heung-Il Suk
Multivariate time series (MTS) modeling often implicitly imposes an artificial ordering over variables, violating the inherent exchangeability found in many real-world systems wher…