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]

@inproceedings{WeiGSSLY22,
  title = {IncreGNN: Incremental Graph Neural Network Learning by Considering Node and Parameter Importance},
  author = {Di Wei and Yu Gu 0002 and Yumeng Song and Zhen Song and Fangfang Li and Ge Yu 0001},
  year = {2022},
  doi = {10.1007/978-3-031-00123-9_59},
  url = {https://doi.org/10.1007/978-3-031-00123-9_59},
  researchr = {https://researchr.org/publication/WeiGSSLY22},
  cites = {0},
  citedby = {0},
  pages = {739-746},
  booktitle = {Database Systems for Advanced Applications - 27th International Conference, DASFAA 2022, Virtual Event, April 11-14, 2022, Proceedings, Part I},
  editor = {Arnab Bhattacharya 0001 and Janice Lee and Mong Li and Divyakant Agrawal and P. Krishna Reddy and Mukesh K. Mohania and Anirban Mondal and Vikram Goyal and Rage Uday Kiran},
  volume = {13245},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-00123-9},
}