IncreGNN: Incremental Graph Neural Network Learning by Considering Node and Parameter Importance

Di Wei, Yu Gu 0002, Yumeng Song, Zhen Song, Fangfang Li, Ge Yu 0001. IncreGNN: Incremental Graph Neural Network Learning by Considering Node and Parameter Importance. In Arnab Bhattacharya 0001, Janice Lee, Mong Li, Divyakant Agrawal, P. Krishna Reddy, Mukesh K. Mohania, Anirban Mondal, Vikram Goyal, Rage Uday Kiran, editors, Database Systems for Advanced Applications - 27th International Conference, DASFAA 2022, Virtual Event, April 11-14, 2022, Proceedings, Part I. Volume 13245 of Lecture Notes in Computer Science, pages 739-746, Springer, 2022. [doi]

Abstract

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