2 papers
cs.LG2025
Adaptive Normalization Mamba with Multi Scale Trend Decomposition and Patch MoE Encoding
MinCheol Jeon
Time series forecasting in real world environments faces significant challenges non stationarity, multi scale temporal patterns, and distributional shifts that degrade model stabil…
cs.LG2025
Federated style aware transformer aggregation of representations
Mincheol Jeon, Euinam Huh
Personalized Federated Learning (PFL) faces persistent challenges, including domain heterogeneity from diverse client data, data imbalance due to skewed participation, and strict c…