SmartQuery: An Active Learning Framework for Graph Neural Networks through Hybrid Uncertainty Reduction

Xiaoting Li, Yuhang Wu, Vineeth Rakesh, Yusan Lin, Hao Yang 0007, Fei Wang. SmartQuery: An Active Learning Framework for Graph Neural Networks through Hybrid Uncertainty Reduction. In Mohammad Al Hasan, Li Xiong 0001, editors, Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022. pages 4199-4203, ACM, 2022. [doi]

@inproceedings{LiWRLYW22,
  title = {SmartQuery: An Active Learning Framework for Graph Neural Networks through Hybrid Uncertainty Reduction},
  author = {Xiaoting Li and Yuhang Wu and Vineeth Rakesh and Yusan Lin and Hao Yang 0007 and Fei Wang},
  year = {2022},
  doi = {10.1145/3511808.3557701},
  url = {https://doi.org/10.1145/3511808.3557701},
  researchr = {https://researchr.org/publication/LiWRLYW22},
  cites = {0},
  citedby = {0},
  pages = {4199-4203},
  booktitle = {Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
  editor = {Mohammad Al Hasan and Li Xiong 0001},
  publisher = {ACM},
  isbn = {978-1-4503-9236-5},
}