3 papers
cs.LG2026
Molecular Property Prediction under Structural Shift with Tabular Foundation Models
Jinmo Lee, Dooho Lee, Minho Jeong +1
Predicting molecular properties for compounds that differ structurally from labeled training molecules is important for drug discovery and materials design. Tabular foundation mode…
cs.LG2026
Causilo Technical Report
Minyong Cho, Minho Jeong, Dooho Lee +2
We introduce Causilo, a tabular foundation model (TFM) that combines frontier predictive performance with exceptionally fast inference. On TabArena, Causilo achieves 1785.4 Elo, at…
cs.LG2026
Bounded Context Management for Tabular Foundation Models on Stream Learning
Jinmo Lee, Doyun Choi, Moongi Choi +1
Tabular stream learning requires predictions on sequentially arriving examples under distribution shift. While standard methods adapt by updating model states, tabular foundation m…