Robust Offline Active Learning on Graphs

15 August 2024

Papers citing "Robust Offline Active Learning on Graphs"

12 / 12 papers shown

Title
A Structural-Clustering Based Active Learning for Graph Neural Networks R. Fajri Yulong Pei Lu Yin Mykola Pechenizkiy GNN 51 2 0 07 Dec 2023
RIM: Reliable Influence-based Active Learning on Graphs Wentao Zhang Yexin Wang Zhenbang You Mengyao Cao Ping Huang Jiulong Shan Zhi-Xin Yang Tengjiao Wang 61 32 0 28 Oct 2021
A Survey of Deep Active Learning Pengzhen Ren Yun Xiao Xiaojun Chang Po-Yao (Bernie) Huang Zhihui Li Brij B. Gupta Xiaojiang Chen Xin Wang 103 1,146 0 30 Aug 2020
Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation Florence Regol Soumyasundar Pal Yingxue Zhang Mark Coates 20 12 0 09 Jul 2020
Simplifying Graph Convolutional Networks Felix Wu Tianyi Zhang Amauri Souza Christopher Fifty Tao Yu Kilian Q. Weinberger GNN 244 3,179 0 19 Feb 2019
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 780 8,554 0 03 Jan 2019
Active Regression via Linear-Sample Sparsification Xue Chen Eric Price 111 62 0 27 Nov 2017
Near-Optimal Discrete Optimization for Experimental Design: A Regret Minimization Approach Zeyuan Allen-Zhu Yuanzhi Li Aarti Singh Yining Wang 64 59 0 14 Nov 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 652 29,154 0 09 Sep 2016
Random sampling of bandlimited signals on graphs Gilles Puy Nicolas M Tremblay Rémi Gribonval P. Vandergheynst 61 158 0 16 Nov 2015
Signal Recovery on Graphs: Variation Minimization Siheng Chen A. Sandryhaila José M. F. Moura J. Kovacevic 47 270 0 26 Nov 2014
The Emerging Field of Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains D. Shuman S. K. Narang P. Frossard Antonio Ortega P. Vandergheynst 133 3,976 0 31 Oct 2012