AutoGNN: End-to-End Hardware-Driven Graph Preprocessing for Enhanced GNN Performance

Seungkwan Kang, Seungjun Lee, Donghyun Gouk, Miryeong Kwon, Hyunkyu Choi, Junhyeok Jang, Sangwon Lee 0014, Huiwon Choi, Jie Zhang 0048, Wonil Choi, Mahmut Taylan Kandemir, Myoungsoo Jung. AutoGNN: End-to-End Hardware-Driven Graph Preprocessing for Enhanced GNN Performance. In IEEE International Symposium on High Performance Computer Architecture, HPCA 2026, Sydney, Australia, January 31 - Feb. 4, 2026. pages 1-17, IEEE, 2026. [doi]

Abstract

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