"graph domain adaptation" Papers

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Domain Adaptive Unfolded Graph Neural Networks

Zepeng Zhang, Olga Fink

AAAI 2025paperarXiv:2411.13137

Graph Data Selection for Domain Adaptation: A Model-Free Approach

Ting-Wei Li, Ruizhong Qiu, Hanghang Tong

NEURIPS 2025arXiv:2505.17293

On the Benefits of Attribute-Driven Graph Domain Adaptation

Ruiyi Fang, Bingheng Li, zhao kang et al.

ICLR 2025arXiv:2502.06808

Open-Set Cross-Network Node Classification via Unknown-Excluded Adversarial Graph Domain Alignment

Xiao Shen, Zhihao Chen, Shirui Pan et al.

AAAI 2025paperarXiv:2502.10967

Smoothness Really Matters: A Simple Yet Effective Approach for Unsupervised Graph Domain Adaptation

Wei Chen, Guo Ye, Yakun Wang et al.

AAAI 2025paperarXiv:2412.11654

Pairwise Alignment Improves Graph Domain Adaptation

Shikun Liu, Deyu Zou, Han Zhao et al.

ICML 2024spotlightarXiv:2403.01092