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Songbai Liu

2 accepted papers

2025

Structure Balance and Gradient Matching-Based Signed Graph Condensation

AAAI 2025technical

Training graph neural networks (GNNs) for graph representation has received increasing concerns due to its outstanding performance in the link prediction and node classification tasks, but it incurs much time and storage for tackling large-scale graphs. To alleviate this issue, graph condensation ha…