Graph Few-shot Learning via Knowledge Transfer

Graph Few-shot Learning via Knowledge Transfer

7 October 2019

Nitesh V. Chawla

Papers citing "Graph Few-shot Learning via Knowledge Transfer"

13 / 63 papers shown

Title
A Meta-Learning Approach for Graph Representation Learning in Multi-Task Settings Davide Buffelli Fabio Vandin AI4CE 20 14 0 12 Dec 2020
Technical Question Answering across Tasks and Domains W. Yu Lingfei Wu Yu Deng Qingkai Zeng R. Mahindru S. Guven Meng Jiang 36 8 0 19 Oct 2020
Hierarchical Message-Passing Graph Neural Networks Zhiqiang Zhong Cheng-Te Li Jun Pang 30 46 0 08 Sep 2020
A Survey on Machine Learning from Few Samples Jiang Lu Pinghua Gong Jieping Ye Jianwei Zhang Changshu Zhang 14 47 0 06 Sep 2020
Stochastic Graph Recurrent Neural Network Tijin Yan Hongwei Zhang Zirui Li Yuanqing Xia GNN BDL 19 5 0 01 Sep 2020
Complementing Representation Deficiency in Few-shot Image Classification: A Meta-Learning Approach Xian Zhong Cheng Gu Wenxin Huang Lin Li Shuqin Chen Chia-Wen Lin SSL 23 12 0 21 Jul 2020
Graph Prototypical Networks for Few-shot Learning on Attributed Networks Kaize Ding Jianling Wang Jundong Li Kai Shu Chenghao Liu Huan Liu 25 156 0 23 Jun 2020
Graph Meta Learning via Local Subgraphs Kexin Huang Marinka Zitnik 42 161 0 14 Jun 2020
Knowledge Distillation: A Survey Jianping Gou B. Yu Stephen J. Maybank Dacheng Tao VLM 19 2,843 0 09 Jun 2020
Heterogeneous Relational Reasoning in Knowledge Graphs with Reinforcement Learning Mandana Saebi Steven J. Krieg Chuxu Zhang Meng Jiang Nitesh V. Chawla 25 13 0 12 Mar 2020
Transferring Robustness for Graph Neural Network Against Poisoning Attacks Xianfeng Tang Yandong Li Yiwei Sun Huaxiu Yao P. Mitra Suhang Wang OOD AAML 27 181 0 20 Aug 2019
Probabilistic Model-Agnostic Meta-Learning Chelsea Finn Kelvin Xu Sergey Levine BDL 176 666 0 07 Jun 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 380 11,700 0 09 Mar 2017