Graph-adaptive Rectified Linear Unit for Graph Neural Networks

Graph-adaptive Rectified Linear Unit for Graph Neural Networks

The Web Conference (WWW), 2022

13 February 2022

Irwin King

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Papers citing "Graph-adaptive Rectified Linear Unit for Graph Neural Networks"

13 / 13 papers shown

Title
Graph Self-Supervised Learning with Learnable Structural and Positional EncodingsThe Web Conference (WWW), 2025 Asiri Wijesinghe Hao Zhu Piotr Koniusz 307 2 0 22 Feb 2025
DiGRAF: Diffeomorphic Graph-Adaptive Activation Function Krishna Sri Ipsit Mantri Xinzhi Wang Carola-Bibiane Schönlieb Bruno Ribeiro Beatrice Bevilacqua Moshe Eliasof GNN 233 2 0 02 Jul 2024
Degree-based stratification of nodes in Graph Neural NetworksAsian Conference on Machine Learning (ACML), 2023 Ameen Ali Hakan Çevikalp Lior Wolf 150 0 0 16 Dec 2023
FedHGN: A Federated Framework for Heterogeneous Graph Neural NetworksInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Xinyu Fu Irwin King FedML 141 7 0 16 May 2023
A Survey of Trustworthy Federated Learning with Perspectives on Security, Robustness, and PrivacyThe Web Conference (WWW), 2023 Yifei Zhang Dun Zeng Jinglong Luo Zenglin Xu Irwin King FedML 320 61 0 21 Feb 2023
Because Every Sensor Is Unique, so Is Every Pair: Handling Dynamicity in Traffic ForecastingInternational Conference on Internet-of-Things Design and Implementation (IoTDI), 2023 Arian Prabowo Wei Shao Hao Xue Piotr Koniusz Flora D. Salim AI4TS 177 18 0 20 Feb 2023
Spectral Feature Augmentation for Graph Contrastive Learning and BeyondAAAI Conference on Artificial Intelligence (AAAI), 2022 Yifei Zhang Hao Zhu Zixing Song Piotr Koniusz Irwin King 184 122 0 02 Dec 2022
Uncertainty-DTW for Time Series and SequencesEuropean Conference on Computer Vision (ECCV), 2022 Lei Wang Piotr Koniusz 215 44 0 30 Oct 2022
HICF: Hyperbolic Informative Collaborative FilteringKnowledge Discovery and Data Mining (KDD), 2022 Menglin Yang Zhihao Li Min Zhou Jiahong Liu Irwin King 143 66 0 19 Jul 2022
Graph Component Contrastive Learning for Concept Relatedness EstimationAAAI Conference on Artificial Intelligence (AAAI), 2022 Yueen Ma Zixing Song Xuming Hu Jingjing Li Yifei Zhang Irwin King 192 13 0 25 Jun 2022
COSTA: Covariance-Preserving Feature Augmentation for Graph Contrastive LearningKnowledge Discovery and Data Mining (KDD), 2022 Yifei Zhang Hao Zhu Zixing Song Piotr Koniusz Iriwn King 253 108 0 09 Jun 2022
Contrastive Laplacian EigenmapsNeural Information Processing Systems (NeurIPS), 2022 Hao Zhu Ke Sun Piotr Koniusz 185 52 0 14 Jan 2022
Improving Few-shot Learning by Spatially-aware Matching and CrossTransformerAsian Conference on Computer Vision (ACCV), 2020 Hongguang Zhang Juil Sock Piotr Koniusz ViT 210 5 0 06 Jan 2020