How Framelets Enhance Graph Neural Networks X Zheng, B Zhou, J Gao, YG Wang, P Lio, M Li, G Montúfar ICML 2021, 2021 | 63 | 2021 |
Decimated Framelet System on Graphs and Fast G-framelet Transforms X Zheng, B Zhou, YG Wang, X Zhuang Journal of Machine Learning Research 23 (18), 1-68, 2022 | 37 | 2022 |
MATHNET: Haar-Like Wavelet Multiresolution Analysis for Graph Representation Learning X Zheng, B Zhou, M Li, YG Wang, J Gao Knowledge-Based Systems 273, 2023 | 30* | 2023 |
Quasi-Framelets: Another Improvement to Graph Neural Networks M Yang, X Zheng, J Yin, J Gao arXiv preprint arXiv:2201.04728, 2022 | 13 | 2022 |
Graph Denoising with Framelet Regularizers B Zhou, R Li, X Zheng, YG Wang, J Gao IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024 | 11 | 2024 |
Grassmann Graph Embedding B Zhou, X Zheng, YG Wang, M Li, J Gao ICLR 2021 Workshop on Geometrical and Topological Representation Learning, 2021 | 2 | 2021 |
On the Trend-corrected Variant of Adaptive Stochastic Optimization Methods B Zhou, X Zheng, J Gao IJCNN 2020, 2020 | 2 | 2020 |
Embedding Graphs on Grassmann Manifold B Zhou, X Zheng, YG Wang, M Li, J Gao Neural Networks, 2022 | 1 | 2022 |