Graph Condensation

2 papers across 2 sessions

Poster Session 3

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

GC4NC: A Benchmark Framework for Graph Condensation on Node Classification with New Insights

#3805 · Shengbo Gong, Juntong Ni, Noveen Sachdeva, Carl Yang, Wei Jin

GC4NC is a comprehensive framework for systematically evaluating graph condensation methods in node classification across multiple dimensions, providing key insights to enhance performance, efficiency, and real-world applications.

Poster Session 4

1 paper

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Towards Pre-trained Graph Condensation via Optimal Transport

#3704 · Yeyu Yan, Shuai Zheng, Wenjun Hui, Xiangkai Zhu, Chen Dong, Zhenfeng Zhu, Yao Zhao, Kunlun He