When Graph Neural Networks Meet Dynamic Mode DecompositionInternational Conference on Learning Representations (ICLR), 2024 |
Frameless Graph Knowledge DistillationIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 |
Permutation Equivariant Graph Framelets for Heterophilous Graph LearningIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 |
Framelet Message PassingApplied and Computational Harmonic Analysis (ACHA), 2023 |
A Magnetic Framelet-Based Convolutional Neural Network for Directed
GraphsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Lequan Lin Junbin Gao |
A Survey on Graph Representation Learning MethodsACM Transactions on Intelligent Systems and Technology (ACM TIST), 2022 |
Robust Graph Representation Learning for Local Corruption RecoveryThe Web Conference (WWW), 2022 |
Weisfeiler and Lehman Go Topological: Message Passing Simplicial
NetworksInternational Conference on Machine Learning (ICML), 2021 |
How Framelets Enhance Graph Neural NetworksInternational Conference on Machine Learning (ICML), 2021 |