Few-Shot Learning on Graphs

Few-Shot Learning on Graphs

17 March 2022

Xiangliang Zhang

Nitesh V. Chawla

Huan Liu

Papers citing "Few-Shot Learning on Graphs"

10 / 10 papers shown

Title
Curriculum Graph Machine Learning: A Survey Haoyang Li Xin Wang Wenwu Zhu 27 16 0 06 Feb 2023
Graph Anomaly Detection in Time Series: A Survey Thi Kieu Khanh Ho Ali Karami Narges Armanfard AI4TS 24 5 0 31 Jan 2023
Transductive Linear Probing: A Novel Framework for Few-Shot Node Classification Zhen Tan Song Wang Kaize Ding Jundong Li Huan Liu 24 26 0 11 Dec 2022
Supervised Graph Contrastive Learning for Few-shot Node Classification Zhen Tan Kaize Ding Ruocheng Guo Huan Liu OffRL 30 11 0 29 Mar 2022
Eliciting Structural and Semantic Global Knowledge in Unsupervised Graph Contrastive Learning Kaize Ding Yancheng Wang Yingzhen Yang Huan Liu 27 22 0 17 Feb 2022
Few-Shot Graph Learning for Molecular Property Prediction Zhichun Guo Chuxu Zhang W. Yu John E. Herr Olaf Wiest Meng Jiang Nitesh V. Chawla AI4CE 116 169 0 16 Feb 2021
One-shot Learning for Temporal Knowledge Graphs Mehrnoosh Mirtaheri Mohammad Rostami Xiang Ren Fred Morstatter Aram Galstyan 29 22 0 23 Oct 2020
Adaptive Attentional Network for Few-Shot Knowledge Graph Completion Jiawei Sheng Shu Guo Zhenyu Chen Juwei Yue Lihong Wang Tingwen Liu Hongbo Xu 107 114 0 19 Oct 2020
Probabilistic Model-Agnostic Meta-Learning Chelsea Finn Kelvin Xu Sergey Levine BDL 173 666 0 07 Jun 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 338 11,684 0 09 Mar 2017