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Zheng, Zhuonan
2 publications
NeurIPS
2025
Making Classic GNNs Strong Baselines Across Varying Homophily: A Smoothness–Generalization Perspective
Ming Gu
,
Zhuonan Zheng
,
Sheng Zhou
,
Meihan Liu
,
Jiawei Chen
,
Qiaoyu Tan
,
Liangcheng Li
,
Jiajun Bu
NeurIPS
2025
Understanding and Enhancing Message Passing on Heterophilic Graphs via Compatibility Matrix
Zhuonan Zheng
,
Yuanchen Bei
,
Zhiyao Zhou
,
Sheng Zhou
,
Yao Ma
,
Ming Gu
,
Hongjia Xu
,
Jiawei Chen
,
Jiajun Bu