Scalable and Adaptive Parallel Training of Graph Transformer on Large Graphs

Jun-Liang Lin, Kamesh Madduri, Mahmut Taylan Kandemir

Graph foundation models have demonstrated remarkable adaptability across diverse downstream tasks through large-scale pretraining on graphs. However, existing implementations of th…