Partition-Based Active Learning for Graph Neural Networks

Partition-Based Active Learning for Graph Neural Networks

23 January 2022

Jiaqi Ma

Papers citing "Partition-Based Active Learning for Graph Neural Networks"

9 / 9 papers shown

Title
DELTA: Dual Consistency Delving with Topological Uncertainty for Active Graph Domain Adaptation Pengyun Wang Yadi Cao Chris Russell Siyu Heng Junyu Luo Yanxin Shen Xiao Luo 38 1 0 13 Sep 2024
Robust Offline Active Learning on Graphs Yuanchen Wu Yubai Yuan OffRL 16 0 0 15 Aug 2024
On the Topology Awareness and Generalization Performance of Graph Neural Networks Junwei Su Chuan Wu AI4CE 24 0 0 07 Mar 2024
A Structural-Clustering Based Active Learning for Graph Neural Networks R. Fajri Yulong Pei Lu Yin Mykola Pechenizkiy GNN 8 1 0 07 Dec 2023
Label-free Node Classification on Graphs with Large Language Models (LLMS) Zhikai Chen Haitao Mao Hongzhi Wen Haoyu Han Wei-dong Jin Haiyang Zhang Hui Liu Jiliang Tang 20 70 0 07 Oct 2023
Towards Label Position Bias in Graph Neural Networks Haoyu Han Xiaorui Liu Feng Shi MohamadAli Torkamani Charu C. Aggarwal Jiliang Tang 22 2 0 25 May 2023
Dissimilar Nodes Improve Graph Active Learning Zhicheng Ren Yifu Yuan Yuxin Wu Xiaxuan Gao Yewen Wang Yizhou Sun 19 3 0 05 Dec 2022
Active Learning for Graph Neural Networks via Node Feature Propagation Yuexin Wu Yichong Xu Aarti Singh Yiming Yang A. Dubrawski GNN AI4CE 46 63 0 16 Oct 2019
Contextual Stochastic Block Models Y. Deshpande Andrea Montanari Elchanan Mossel S. Sen 98 151 0 23 Jul 2018