Graph Out-of-Distribution Generalization with Controllable Data
Augmentation

Graph Out-of-Distribution Generalization with Controllable Data Augmentation

IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023

16 August 2023

Bin Lu

Luoyi Fu

Xinbing Wang

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Papers citing "Graph Out-of-Distribution Generalization with Controllable Data Augmentation"

7 / 7 papers shown

Title
Exploring Graph-Transformer Out-of-Distribution Generalization Abilities Itay Niv Neta Rabin OOD 165 0 0 25 Jun 2025
Out-of-Distribution Graph Models Merging Yidi Wang Jiawei Gu pei Xiaobing Xubin Zheng Xiao Luo Pengyang Wang Ziyue Qiao MoMe OODD 364 0 0 04 Jun 2025
GOTHAM: Graph Class Incremental Learning Framework under Weak Supervision Aditya Hemant Shahane Prathosh A.P Sandeep Kumar CLL 202 0 0 07 Apr 2025
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 373 10 0 25 Oct 2024
Temporal Generalization Estimation in Evolving Graphs Bin Lu Tingyan Ma Xiaoying Gan Xinbing Wang Yunqiang Zhu Cheng Zhou Shiyu Liang 172 3 0 07 Apr 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 233 12 0 07 Dec 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 388 118 0 16 Feb 2022