Permutation Equivariant Graph Framelets for Heterophilous Graph Learning

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Permutation Equivariant Graph Framelets for Heterophilous Graph Learning

IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023

7 June 2023

Xiaosheng Zhuang

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Papers citing "Permutation Equivariant Graph Framelets for Heterophilous Graph Learning"

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Title
DGTEN: A Robust Deep Gaussian based Graph Neural Network for Dynamic Trust Evaluation with Uncertainty-Quantification Support Muhammad Usman Yugyung Lee 68 0 0 08 Oct 2025
Uncertainty-Aware Graph Neural Networks: A Multi-Hop Evidence Fusion ApproachIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025 Qingfeng Chen Shiyuan Li Yixin Liu Shirui Pan Geoffrey I. Webb Shichao Zhang EDL 258 7 0 16 Jun 2025
Adaptive Backdoor Attacks with Reasonable Constraints on Graph Neural NetworksIEEE Transactions on Dependable and Secure Computing (IEEE TDSC), 2025 Xuewen Dong Jiachen Li Shujun Li Zhichao You Qiang Qu Yaroslav Kholodov Yulong Shen AAML 253 1 0 12 Mar 2025
BP-SGCN: Behavioral Pseudo-Label Informed Sparse Graph Convolution Network for Pedestrian and Heterogeneous Trajectory PredictionIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025 Ruochen Li Stamos Katsigiannis Tae-Kyun Kim Hubert P. H. Shum 350 9 0 20 Feb 2025
On the Probability of Necessity and Sufficiency of Explaining Graph Neural Networks: A Lower Bound Optimization ApproachNeural Networks (NN), 2022 Ruichu Cai Yuxuan Zhu Xuexin Chen Yuan Fang Ruibing Jin Jie Qiao Zijian Li 343 10 0 31 Dec 2024
MALADY: Multiclass Active Learning with Auction Dynamics on GraphsIEEE Transactions on Artificial Intelligence (IEEE TAI), 2024 Gokul Bhusal Kevin Miller Ekaterina Merkurjev 329 1 0 14 Sep 2024
SympGNNs: Symplectic Graph Neural Networks for identifiying high-dimensional Hamiltonian systems and node classificationNeural Networks (NN), 2024 Alan John Varghese Zhen Zhang George Karniadakis 259 6 0 29 Aug 2024
A Hierarchical Framework with Spatio-Temporal Consistency Learning for Emergence Detection in Complex Adaptive Systems Siyuan Chen Xin Du Jiahai Wang 233 0 0 18 Jan 2024
The Expressive Power of Graph Neural Networks: A SurveyIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023 Bingxue Zhang Changjun Fan Shixuan Liu Kuihua Huang Xiang Zhao Jin-Yu Huang Zhong Liu 384 40 0 16 Aug 2023
CR-LSO: Convex Neural Architecture Optimization in the Latent Space of Graph Variational Autoencoder with Input Convex Neural Networks Xuan Rao Bo Zhao Xiaosong Yi 204 5 0 11 Nov 2022
Adaptive Universal Generalized PageRank Graph Neural NetworkInternational Conference on Learning Representations (ICLR), 2020 Eli Chien Jianhao Peng Pan Li O. Milenkovic 880 896 0 14 Jun 2020
High-order structure preserving graph neural network for few-shot learningIEEE Internet of Things Journal (IEEE IoT J.), 2020 Guangfeng Lin Ying Yang Y. Fan Xiao-bing Kang Kaiyang Liao Fan Zhao 198 4 0 29 May 2020