Articles

Articles

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, doi: 10.53941/tgina.2026.100005

24 Downloaded
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Open AccessEditorial

From Graph Learning to Graph Intelligence

Jia Wu

2026, doi: 10.53941/tgina.2026.100004

12 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, doi: 10.53941/tgina.2026.100002

31 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, doi: 10.53941/tgina.2026.100001

43 Downloaded
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