Articles

Articles

Transactions on Graph Intelligence and Network Applications

Open AccessArticle

Learning with Blacklists on Graphs via Prototype-Guided Dual-Frequency Filtering

Zhengyang Liu, Hang Yu

2026,

14 Downloaded

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Open AccessArticle

From Unsupervised to Few-Shot Graph Anomaly Detection: A Multi-Scale Contrastive Learning Approach

Yu Zheng, Junjun Pan, Yue Tan, Ming Jin, Yixin Liu, Lianhua Chi, Khoa Phan, Yi-Ping Phoebe Chen

2026,

24 Downloaded

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Open AccessReview

Differentially Private Graph Learning: A Survey

Longzhu He, Li Sun, Ming Li, Yang Cao, Sen Su, Masatoshi Yoshikawa, Jia Wu, Pietro Liò, Philip S. Yu

2026,

23 Downloaded

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