Understanding Image Retrieval Re-Ranking: A Graph Neural Network Perspective

Authors: Xuanmeng Zhang, Minyue Jiang, Zhedong Zheng, Xiao Tan, Errui Ding, Yi Yang

Published in ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2026

Recommended citation: Xuanmeng Zhang, Minyue Jiang, Zhedong Zheng, Xiao Tan, Errui Ding, Yi Yang, "Understanding Image Retrieval Re-Ranking: A Graph Neural Network Perspective." ACM TOMM, 2026.
Download PDF: https://zdzheng.xyz/files/2026/TOMM_GNN_Reranking.pdf
中文解读: https://zhuanlan.zhihu.com/p/338777060

Code is available at: https://github.com/Xuanmeng-Zhang/gnn-re-ranking

@article{zhang2020understanding,
author = "Zhang, Xuanmeng and Jiang, Minyue and Zheng, Zhedong and Tan, Xiao and Ding, Errui and Yang, Yi",
title = "Understanding Image Retrieval Re-Ranking: A Graph Neural Network Perspective",
journal = "ACM TOMM",
url = "https://zdzheng.xyz/files/2026/TOMM\_GNN\_Reranking.pdf",
code = "https://github.com/Xuanmeng-Zhang/gnn-re-ranking",
blog = "https://zhuanlan.zhihu.com/p/338777060",
year = "2026" }