Xuanzhi Xi, Zhong Zhang, Hongliang Wang, Tongze Zhang, Hongchao Hu, Qinli Yang, Junming Shao*. Topology-Aware Neural Collapse for Generalized Category Discovery on Graphs,32nd SIGKDD Conference on Knowledge Discovery and Data Mining (KDD, CCF A), 2026