When Vision Meets Graphs: A Survey on Graph Reasoning and Learning

Feb 10, 2026ยท
Xinjian Zhao
,
Wei Pang
,
Zhixuan Yu
,
Xiangru Jian
,
Xiaozhuang Song
,
Yaoyao Xu
,
Zhongkai Xue
,
Dingshuo Chen
,
Shu Wu
,
Philip Torr
,
Tianshu Yu
ยท 1 min read

This survey reviews how graph reasoning and graph learning are used in modern vision systems, summarizing key formulations, downstream applications, evaluation settings, and open problems for future work.

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