junwu6

DEMO-Net

DEMO-Net: Degree-specific Graph Neural Networks for Node and Graph Classification

GRADE

Non-IID Transfer Learning on Graphs

ImVerde

ImVerde: Vertex-Diminished Random Walk for Learning Imbalanced Network Representation

FEDORA

Personalized Federated Learning with Parameter Propagation

Distribution-Informed-NN

Distribution-Informed Neural Networks for Domain Adaptation Regression

I2Attack

Indirect Invisible Poisoning Attacks on Domain Adaptation

MARINE

Scalable Manifold-Regularized Attributed Network Embedding via Maximum Mean Discrepancy

FedBVA

Adversarial Robustness through Bias Variance Decomposition: A New Perspective for Federated Learning

GraphGP

Graph-Structured Gaussian Processes for Transferable Graph Learning

L2E

A Unified Meta-Learning Framework for Dynamic Transfer Learning

Trustworthy-Transfer-Learning

KDD 2023 tutorial "Trustworthy Transfer Learning: Transferability and Trustworthiness"

iDEA-iSAIL-Reading-Group

isail-laboratory.github.io

OuterAdapter

Domain Adaptation with Dynamic Open-Set Targets