Hongwei Wen

Dual Alignment for Covariate Shift: A Principled Framework for Graph Domain Adaptation

Progressive Graph Structure Adjustment for Homophily Shift in Graph Domain Adaptation

Target-Aware Normalized Distillation: A Principled Framework for Robust Knowledge Transfer

Optimal Learning of Kernel Logistic Regression for Complex Classification Scenarios

An Augmentation-Aware Theory for Self-Supervised Contrastive Learning