FreshGNN: Reducing Memory Access via Stable Historical Embeddings for Graph Neural Network Training

Kezhao Huang, Haitian Jiang, Minjie Wang, Guangxuan Xiao, David Wipf, Xiang Song 0003, Quan Gan, Zengfeng Huang, Jidong Zhai, Zheng Zhang 0001. FreshGNN: Reducing Memory Access via Stable Historical Embeddings for Graph Neural Network Training. PVLDB, 17(6):1473-1486, February 2024. [doi]

@article{HuangJWXWSGHZZ24,
  title = {FreshGNN: Reducing Memory Access via Stable Historical Embeddings for Graph Neural Network Training},
  author = {Kezhao Huang and Haitian Jiang and Minjie Wang and Guangxuan Xiao and David Wipf and Xiang Song 0003 and Quan Gan and Zengfeng Huang and Jidong Zhai and Zheng Zhang 0001},
  year = {2024},
  month = {February},
  url = {https://www.vldb.org/pvldb/vol17/p1473-huang.pdf},
  researchr = {https://researchr.org/publication/HuangJWXWSGHZZ24},
  cites = {0},
  citedby = {0},
  journal = {PVLDB},
  volume = {17},
  number = {6},
  pages = {1473-1486},
}