No Change, No Gain: Empowering Graph Neural Networks with Expected Model Change Maximization for Active Learning

Zixing Song, Yifei Zhang, Irwin King
2/12/2026

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@article{song2026change,
  title  = {No Change, No Gain: Empowering Graph Neural Networks with Expected Model Change Maximization for Active Learning},
  author = {Zixing Song and Yifei Zhang and Irwin King},
  year   = {2026},
  doi    = {10.52202/075280-2058},
  url    = {https://doi.org/10.52202/075280-2058},
  journal = {NEURIPS 2023 2023}
}

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