Dept. of Computer Science and Engineering & MoE Key Lab of AI, Shanghai Jiao Tong University; Courant Institute, New York University; Tencent AI Lab; Dept. of Computer Science, University of Illinois at Chicago
Qitian Wu, Wentao Zhao, Chenxiao Yang, Hengrui Zhang, Fan Nie, Haitian Jiang, Yatao Bian, Junchi Yan
graph transformers;graph neural networks;graph representation learning;large graphs;efficiency;scalability
SGFormer: Simplifying and Empowering Transformers for Large-Graph Representations