Online First - 2026

Open AccessReview

Program Graph Learning for Software Vulnerability Analysis: A Survey

Tong Yu, Junjie Wang, Ming Li, Yuhang Hu, Junwei Hu, Xiantao Cai, Wenbin Hu, Alessio Borgi

2026,

6 Downloaded
18 Viewed
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Open AccessEditorial

From Graph Learning to Graph Intelligence

Jia Wu

2026,

5 Downloaded
11 Viewed
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Open AccessArticle

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

Zhengyang Liu, Hang Yu

2026,

24 Downloaded
99 Viewed
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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,

26 Downloaded
75 Viewed
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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,

35 Downloaded
80 Viewed
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