A Survey of Graph Neural Networks in Real World: Imbalance, Noise, Privacy and OOD Challenges

Research article (IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025) · cited 12× · AI/ML
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A Survey of Graph Neural Networks in Real World: Imbalance, Noise, Privacy and OOD Challenges

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A Survey of Graph Neural Networks in Real World: Imbalance, Noise, Privacy and OOD Challenges is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). A Survey of Graph Neural Networks in Real World: Imbalance, Noise, Privacy and OOD Challenges. Retrieved May 24, 2026, from https://4ort.xyz/entity/a-survey-of-graph-neural-networks-in-real-world-imbalance-noise-privacy-and-ood-challenges
MLA “A Survey of Graph Neural Networks in Real World: Imbalance, Noise, Privacy and OOD Challenges.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/a-survey-of-graph-neural-networks-in-real-world-imbalance-noise-privacy-and-ood-challenges.
BibTeX @misc{4ortxyz_a-survey-of-graph-neural-networks-in-real-world-imbalance-noise-privacy-and-ood-challenges_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{A Survey of Graph Neural Networks in Real World: Imbalance, Noise, Privacy and OOD Challenges}}, year = {2026}, url = {https://4ort.xyz/entity/a-survey-of-graph-neural-networks-in-real-world-imbalance-noise-privacy-and-ood-challenges}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): A Survey of Graph Neural Networks in Real World: Imbalance, Noise, Privacy and OOD Challenges — https://4ort.xyz/entity/a-survey-of-graph-neural-networks-in-real-world-imbalance-noise-privacy-and-ood-challenges (retrieved 2026-05-24)

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