GraphFM: Graph Factorization Machines for Feature Interaction ModelingInternational Journal of Automation and Computing (IJAC), 2021 |
RobGC: Towards Robust Graph CondensationIEEE Transactions on Knowledge and Data Engineering (TKDE), 2024 |
NodeFormer: A Scalable Graph Structure Learning Transformer for Node
ClassificationNeural Information Processing Systems (NeurIPS), 2023 |
Adversarial Contrastive Learning for Evidence-aware Fake News Detection
with Graph Neural NetworksIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 |
Data Augmentation for Deep Graph Learning: A SurveySIGKDD Explorations (SIGKDD Explor.), 2022 |
Is Homophily a Necessity for Graph Neural Networks?International Conference on Learning Representations (ICLR), 2021 |
SLAPS: Self-Supervision Improves Structure Learning for Graph Neural
NetworksNeural Information Processing Systems (NeurIPS), 2021 |
Grale: Designing Networks for Graph LearningKnowledge Discovery and Data Mining (KDD), 2020 |