Finding Diverse and Predictable Subgraphs for Graph Domain
Generalization

Finding Diverse and Predictable Subgraphs for Graph Domain Generalization

19 June 2022

Jian Liang

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Papers citing "Finding Diverse and Predictable Subgraphs for Graph Domain Generalization"

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Title
Evolving Graph Learning for Out-of-Distribution Generalization in Non-stationary EnvironmentsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Qingyun Sun Jiayi Luo Haonan Yuan Xingcheng Fu Hao Peng Jianxin Li Philip S. Yu 146 0 0 04 Nov 2025
Graph Augmentation for Cross Graph Domain Generalization Guanzi Chen Jiying Zhang Yang Li 283 1 0 25 Feb 2025
Subgraph Aggregation for Out-of-Distribution Generalization on GraphsAAAI Conference on Artificial Intelligence (AAAI), 2024 Bowen Liu Haoyang Li Shuning Wang Shuo Nie Shanghang Zhang OODD CML 257 1 0 29 Oct 2024
A Survey of Deep Graph Learning under Distribution Shifts: from Graph Out-of-Distribution Generalization to Adaptation Kexin Zhang Shuhan Liu Song Wang Weili Shi Chen Chen Pan Li Sheng Li Jundong Li Kaize Ding OOD 333 9 0 25 Oct 2024
Subequivariant Reinforcement Learning Framework for Coordinated Motion ControlIEEE International Conference on Robotics and Automation (ICRA), 2024 Haoyu Wang Jue Chen Xihe Qiu Chao Qu 209 2 0 22 Mar 2024
GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned ExpertsNeural Information Processing Systems (NeurIPS), 2023 Shirley Wu Kaidi Cao Bruno Ribeiro James Zou J. Leskovec OOD 181 12 0 07 Dec 2023
Is Self-Supervised Pretraining Good for Extrapolation in Molecular Property Prediction? Shun Takashige Masatoshi Hanai Toyotaro Suzumura Limin Wang Kenjiro Taura 102 1 0 16 Aug 2023
Graph Structure and Feature Extrapolation for Out-of-Distribution Generalization Xiner Li Shurui Gui Youzhi Luo Shuiwang Ji OODD OOD 254 14 0 13 Jun 2023
Out-Of-Distribution Generalization on Graphs: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Haoyang Li Xin Eric Wang Ziwei Zhang Wenwu Zhu OOD CML 344 116 0 16 Feb 2022