A Unified Framework of Graph Information Bottleneck for Robustness and
Membership Privacy

A Unified Framework of Graph Information Bottleneck for Robustness and Membership Privacy

14 June 2023

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Papers citing "A Unified Framework of Graph Information Bottleneck for Robustness and Membership Privacy"

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Title
UniZyme: A Unified Protein Cleavage Site Predictor Enhanced with Enzyme Active-Site Knowledge Chenao Li Shuo Yan Enyan Dai 118 1 0 10 Feb 2025
Prompt-based Unifying Inference Attack on Graph Neural Networks Yuecen Wei Xingcheng Fu Lingyun Liu Qingyun Sun Hao Peng Chunming Hu AAML 148 1 0 20 Dec 2024
Stealing Training Graphs from Graph Neural Networks Minhua Lin Enyan Dai Junjie Xu Jinyuan Jia Xiang Zhang Suhang Wang DiffM 111 2 0 17 Nov 2024
TimeSieve: Extracting Temporal Dynamics through Information Bottlenecks Ninghui Feng Songning Lai Jiayu Yang Fobao Zhou Zhenxiao Yin Haiying Zhao AI4TS 74 1 0 07 Jun 2024
Federated Graph Condensation with Information Bottleneck Principles Bo Yan DD FedML 80 4 0 07 May 2024
Addressing Shortcomings in Fair Graph Learning Datasets: Towards a New Benchmark Xiaowei Qian Zhimeng Guo Jialiang Li Haitao Mao Bingheng Li Suhang Wang Yao Ma 78 4 0 09 Mar 2024
PreGIP: Watermarking the Pretraining of Graph Neural Networks for Deep Intellectual Property Protection Enyan Dai Min Lin Suhang Wang 84 3 0 06 Feb 2024
Certifiably Robust Graph Contrastive Learning Min Lin Teng Xiao Enyan Dai Xiang Zhang Suhang Wang AAML 64 6 0 05 Oct 2023
Towards Fair Graph Neural Networks via Graph Counterfactual Zhimeng Guo Jialiang Li Teng Xiao Yao Ma Suhang Wang 144 21 0 10 Jul 2023
A Comprehensive Survey on Trustworthy Graph Neural Networks: Privacy, Robustness, Fairness, and Explainability Enyan Dai Tianxiang Zhao Huaisheng Zhu Jun Xu Zhimeng Guo Hui Liu Jiliang Tang Suhang Wang 109 144 0 18 Apr 2022