2 papers
cs.CL2026
Value-and-Structure Alignment for Routing-Consistent Quantization of Mixture-of-Experts Models
Hancheol Park, Geonho Lee, Tairen Piao +1
Mixture-of-Experts (MoE) models scale foundation models efficiently by activating only a subset of experts for each token, but their large number of expert parameters still makes q…
stat.ML2026
TabSODA: Tabular Diffusion based Imputation with Skip Pattern Detection and Ordinal Awareness
Yuyu Chen, Taehyo Kim, Hai Shu +1
Missing data imputation in large-scale surveys faces two challenges that are not well handled by current tabular diffusion methods. First, \emph{structural skips}, cells made inapp…