Efficient and Privacy-Preserved Link Prediction via Condensed Graphs

15 March 2025

Papers citing "Efficient and Privacy-Preserved Link Prediction via Condensed Graphs"

14 / 14 papers shown

Title
Random Walk Guided Hyperbolic Graph Distillation Yunbo Long Liming Xu Siyang Song Alexandra Brintrup 57 1 0 28 Jan 2025
Graph Condensation: A Survey Xin Gao Junliang Yu Wei Jiang Tong Chen Wentao Zhang Hongzhi Yin DD 276 21 0 28 Jan 2025
Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching Yuchen Zhang Tianle Zhang Kai Wang Ziyao Guo Yuxuan Liang Xavier Bresson Wei Jin Yang You 114 26 0 07 Feb 2024
The maximum capability of a topological feature in link prediction Yijun Ran Xiao-ke Xu Tao Jia 22 17 0 30 Jun 2022
Condensing Graphs via One-Step Gradient Matching Wei Jin Xianfeng Tang Haoming Jiang Zheng Li Danqing Zhang Jiliang Tang Bin Ying DD 94 111 0 15 Jun 2022
Federated Graph Neural Networks: Overview, Techniques and Challenges R. Liu Pengwei Xing Zichao Deng Anran Li Cuntai Guan Han Yu FedML 97 85 0 15 Feb 2022
LinkTeller: Recovering Private Edges from Graph Neural Networks via Influence Analysis Fan Wu Yunhui Long Ce Zhang Yue Liu AAML 84 99 0 14 Aug 2021
GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings Matthias Fey J. E. Lenssen F. Weichert J. Leskovec GNN 50 134 0 10 Jun 2021
A Review of Anonymization for Healthcare Data Iyiola E. Olatunji Jens Rauch Matthias Katzensteiner Megha Khosla 43 66 0 13 Apr 2021
Quantifying Privacy Leakage in Graph Embedding Vasisht Duddu A. Boutet Virat Shejwalkar MIACV 89 126 0 02 Oct 2020
Computing Graph Neural Networks: A Survey from Algorithms to Accelerators S. Abadal Akshay Jain Robert Guirado Jorge López-Alonso Eduard Alarcón GNN 115 230 0 30 Sep 2020
Pitfalls of Graph Neural Network Evaluation Oleksandr Shchur Maximilian Mumme Aleksandar Bojchevski Stephan Günnemann GNN 171 1,366 0 14 Nov 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 484 20,265 0 30 Oct 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 516 15,331 0 07 Jun 2017