2 papers
cs.LG2026
Deep Latent Variable Model based Vertical Federated Learning with Flexible Alignment and Labeling Scenarios
Kihun Hong, Sejun Park, Ganguk Hwang
Federated learning (FL) has attracted significant attention for enabling collaborative learning without exposing private data. Among the primary variants of FL, vertical federated…
cs.CV2026
Mapper-GIN: Lightweight Structural Graph Abstraction for Corrupted 3D Point Cloud Classification
Jeongbin You, Donggun Kim, Sejun Park +1
Robust 3D point cloud classification is often pursued by scaling up backbones or relying on specialized data augmentation. We instead ask whether structural abstraction alone can i…