Graph Meta-Learning/Graph Few-Shot Learning [](https://github.com/sindresorhus/awesome)

• Node-level Task

  • [Frontiers 2022
  • [ICONIP 2023
  • [Frontiers 2022
  • [CIKM 2019 - GNN)
  • [CIKM 2020 - Few-shot)
  • [CIKM 2020
  • [NeurIPS 2020 - harvard/G-Meta)
  • [NuerIPS 2020 - ml/MetaTNE)
  • [AAAI 2020
  • [AAAI 2021
  • [IJCNN 2022
  • [TKDE 2022
  • [SIGKDD 2022 - SW/TENT)
  • [IJCAI 2022
  • [ECML 2022
  • [Frontiers 2022
  • [arXiv 2022
  • [NN 2022
  • [LOG 2022 - Tan-dmml/TLP-FSNC)
  • [KDD 2023 - won-kim/TEG)
  • [KDD 2023
  • [KDD 2023 - SW/COSMIC)
  • [ICONIP 2023
  • [Frontiers 2022
  • [Frontiers 2022
  • [TKDE 2022
  • [Frontiers 2022
  • [ICONIP 2023
  • [IJCNN 2022
  • [Frontiers 2022
  • [ICONIP 2023
  • [WWW 2021 - GDN_AnomalyDetection)
  • [WSDM 2022 - Tan-dmml/GFCIL)
  • [WWW 2022
  • [Frontiers 2022
  • [CIKM 2023
  • [ICONIP 2023
  • [IJCNN 2022
  • [TKDE 2022
  • [Frontiers 2022
  • [Frontiers 2022
  • [ICONIP 2023
  • [Frontiers 2022
  • [IJCNN 2022
  • [TKDE 2022
  • [Frontiers 2022
  • [ICONIP 2023
  • [Frontiers 2022
  • [ICONIP 2023
  • [Frontiers 2022
  • [ICONIP 2023
  • [IJCNN 2022
  • [TKDE 2022
  • [Frontiers 2022
  • [Frontiers 2022
  • [ICONIP 2023
  • [Frontiers 2022
  • [ICONIP 2023
  • [IJCNN 2022
  • [ICONIP 2023
  • [TKDE 2022
  • [Frontiers 2022
  • [Frontiers 2022
  • [ICONIP 2023
  • [Frontiers 2022
  • [ICONIP 2023
  • [Frontiers 2022
  • [ICONIP 2023
  • [Frontiers 2022
  • [ICONIP 2023
  • [Frontiers 2022
  • [Frontiers 2022
  • [ICONIP 2023
  • [Frontiers 2022
  • [ICONIP 2023
  • [IJCNN 2022
  • [TKDE 2022
  • [Frontiers 2022
  • [ICONIP 2023
  • [Frontiers 2022
  • [CIKM 2020
  • [Frontiers 2022
  • [ICONIP 2023
  • [Frontiers 2022
  • [ICONIP 2023
  • [Frontiers 2022
  • [Frontiers 2022
  • [Frontiers 2022
  • [Frontiers 2022
  • [ICONIP 2023
  • [Frontiers 2022
  • [ICONIP 2023
  • [Frontiers 2022
  • [Frontiers 2022
  • [ICONIP 2023
  • [ICONIP 2023
  • [Frontiers 2022
  • [Frontiers 2022
  • [Frontiers 2022
  • [ICONIP 2023
  • [Frontiers 2022
  • [Frontiers 2022
  • [AAAI 2024
  • [Frontiers 2022
  • [Frontiers 2022
  • [ICONIP 2023
  • [Frontiers 2022
  • [Frontiers 2022
  • [ICONIP 2023
  • [Frontiers 2022
  • [ICONIP 2023
  • [Frontiers 2022
  • [NN 2022
  • [ICONIP 2023
  • [Frontiers 2022
  • [Frontiers 2022
  • [Frontiers 2022
  • [Frontiers 2022
  • [ICONIP 2023
  • [Frontiers 2022
  • [ICONIP 2023
  • [Frontiers 2022
  • [ICONIP 2023
  • [Frontiers 2022
  • [ICONIP 2023
  • [ECML 2022
  • [SIGKDD 2022 - SW/TENT)
  • [Frontiers 2022
  • [arXiv 2022
  • [ICONIP 2023
  • [AAAI 2020
  • [CIKM 2019 - GNN)
  • [CIKM 2020 - Few-shot)
  • [NeurIPS 2020 - harvard/G-Meta)
  • [NuerIPS 2020 - ml/MetaTNE)
  • [Frontiers 2022
  • [Frontiers 2022
  • [ICONIP 2023
  • [ICML 2024 - PyTorch)
  • [Frontiers 2022
  • [ICONIP 2023
  • [WWW 2021
  • [Frontiers 2022
  • [ICONIP 2023
  • [Frontiers 2022
  • [ICONIP 2023
  • [Frontiers 2022
  • [ICONIP 2023

• • [IJCAI'22
  • [IJCAI'22

• Edge-level Task

  • [EMNLP 2018 - shot-Relational-Learning)
  • [AAAI 2019
  • [EMNLP 2019
  • [EMNLP 2020
  • [AAAI 2020 - shot-knowledge-graph-relational-learning)
  • [NeurIPS 2020
  • [NeurIPS 2022 - stanford/csr)
  • [ICLR 2023
  • [SIGIR 2023 - FKGC)
  • [KDD 2023
  • [NeurIPS 2020
  • [NeurIPS 2022 - stanford/csr)
  • [EMNLP 2018 - shot-Relational-Learning)
  • [EMNLP 2020
  • [AAAI 2020 - shot-knowledge-graph-relational-learning)

• Graph-level Task

  • [AAAI 2020
  • [NuerIPS 2020 - harvard/G-MetaL)
  • [CIKM 2020 - AI/AS-MAML)
  • [ICLR 2020
  • [SIGIR 2021 - GNN)
  • [IJCAI 2021 - GAMMA/CuCo)
  • [NeurIPS 2021 - NeurIPS21)
  • [TNNLS 2022
  • [IJCAI 2022 - SW/FAITH)
  • [LoG 2022 - few-shot-graph)
  • [NN 2023
  • [AAAI 2023
  • [TNNLS 2022
  • [WWW2021 - MGNN)
  • [TNNLS 2022
  • [TNNLS 2022
  • [TNNLS 2022
  • [TNNLS 2022
  • [TNNLS 2022
  • [CIKM 2020 - AI/AS-MAML)
  • [ICLR 2020
  • [SIGIR 2021 - GNN)
  • [NeurIPS 2021 - NeurIPS21)
  • [IJCAI 2022 - SW/FAITH)