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1705.05085
Cited By
Active Learning for Graph Embedding
15 May 2017
Hongyun Cai
V. Zheng
Kevin Chen-Chuan Chang
GNN
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Papers citing
"Active Learning for Graph Embedding"
32 / 32 papers shown
Title
GRAIL: A Benchmark for GRaph ActIve Learning in Dynamic Sensing Environments
Maryam Khalid
Akane Sano
50
0
0
11 Jun 2025
Language Model-Enhanced Message Passing for Heterophilic Graph Learning
Wenjun Wang
Dawei Cheng
47
0
0
26 May 2025
UPL: Uncertainty-aware Pseudo-labeling for Imbalance Transductive Node Classification
Mohammad T. Teimuri
Zahra Dehghanian
Gholamali Aminian
Hamid R. Rabiee
106
0
0
02 Feb 2025
LEGO-Learn: Label-Efficient Graph Open-Set Learning
Haoyan Xu
Kay Liu
Zhengtao Yao
Philip S. Yu
Mengyuan Li
Yue Zhao
Yue Zhao
OODD
127
6
0
21 Oct 2024
DELTA: Dual Consistency Delving with Topological Uncertainty for Active Graph Domain Adaptation
Pengyun Wang
Yadi Cao
Chris Russell
Yanxin Shen
Junyu Luo
Ming Zhang
Siyu Heng
Zhiyuan Ning
97
1
0
13 Sep 2024
Uncertainty for Active Learning on Graphs
Dominik Fuchsgruber
Tom Wollschlager
Bertrand Charpentier
Antonio Oroz
Stephan Günnemann
148
11
0
02 May 2024
Uncertainty in Graph Neural Networks: A Survey
Fangxin Wang
Yuqing Liu
Kay Liu
Yibo Wang
Sourav Medya
Philip S. Yu
AI4CE
133
10
0
11 Mar 2024
Multitask Active Learning for Graph Anomaly Detection
Wenjing Chang
Kay Liu
Kaize Ding
Philip S. Yu
Jianjun Yu
150
8
0
24 Jan 2024
Towards Label Position Bias in Graph Neural Networks
Haoyu Han
Xiaorui Liu
Feng Shi
MohamadAli Torkamani
Charu C. Aggarwal
Jiliang Tang
95
4
0
25 May 2023
Generative Flow Networks for Precise Reward-Oriented Active Learning on Graphs
Yinchuan Li
Zhigang Li
Wenqian Li
Yunfeng Shao
Yan Zheng
Jianye Hao
81
3
0
24 Apr 2023
Dissimilar Nodes Improve Graph Active Learning
Zhicheng Ren
Yifu Yuan
Yuxin Wu
Xiaxuan Gao
Yewen Wang
Yizhou Sun
63
3
0
05 Dec 2022
SMARTQUERY: An Active Learning Framework for Graph Neural Networks through Hybrid Uncertainty Reduction
Xiaoting Li
Yuhang Wu
Vineeth Rakesh
Yusan Lin
Hao Yang
Fei Wang
GNN
64
8
0
02 Dec 2022
ScatterSample: Diversified Label Sampling for Data Efficient Graph Neural Network Learning
Zhenwei Dai
Vasileios Ioannidis
Soji Adeshina
Zak Jost
Christos Faloutsos
George Karypis
UQCV
53
1
0
09 Jun 2022
Tackling Provably Hard Representative Selection via Graph Neural Networks
Seyed Mehran Kazemi
Anton Tsitsulin
Hossein Esfandiari
M. Bateni
Deepak Ramachandran
Bryan Perozzi
Vahab Mirrokni
127
3
0
20 May 2022
Information Gain Propagation: a new way to Graph Active Learning with Soft Labels
Wentao Zhang
Yexin Wang
Zhenbang You
Meng Cao
Ping Huang
Jiulong Shan
Zhi-Xin Yang
Tengjiao Wang
AAML
91
19
0
02 Mar 2022
Partition-Based Active Learning for Graph Neural Networks
Jiaqi Ma
Ziqiao Ma
Joyce Chai
Qiaozhu Mei
66
18
0
23 Jan 2022
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
86
32
0
28 Oct 2021
Graph Neural Networks: Methods, Applications, and Opportunities
Lilapati Waikhom
Ripon Patgiri
GNN
95
42
0
24 Aug 2021
Grain: Improving Data Efficiency of Graph Neural Networks via Diversified Influence Maximization
Wentao Zhang
Zhi-Xin Yang
Yexin Wang
Yu Shen
Yang Li
Liang Wang
Tengjiao Wang
90
50
0
31 Jul 2021
When Contrastive Learning Meets Active Learning: A Novel Graph Active Learning Paradigm with Self-Supervision
Yanqiao Zhu
Weizhi Xu
Qiang Liu
Shu Wu
116
0
0
30 Oct 2020
Graph-based Reinforcement Learning for Active Learning in Real Time: An Application in Modeling River Networks
X. Jia
Beiyu Lin
Jacob Aaron Zwart
J. Sadler
A. Appling
S. Oliver
J. Read
OffRL
AI4CE
84
6
0
27 Oct 2020
Meta-Active Learning for Node Response Prediction in Graphs
Tomoharu Iwata
25
0
0
12 Oct 2020
MetAL: Active Semi-Supervised Learning on Graphs via Meta Learning
Kaushalya Madhawa
T. Murata
AI4CE
70
8
0
22 Jul 2020
Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation
Florence Regol
Soumyasundar Pal
Yingxue Zhang
Mark Coates
33
12
0
09 Jul 2020
Graph Policy Network for Transferable Active Learning on Graphs
Shengding Hu
Zheng Xiong
Meng Qu
Xingdi Yuan
Marc-Alexandre Côté
Zhiyuan Liu
Jian Tang
GNN
214
67
0
24 Jun 2020
Sequential Graph Convolutional Network for Active Learning
Razvan Caramalau
Binod Bhattarai
Tae-Kyun Kim
GNN
128
122
0
18 Jun 2020
Active Learning for Entity Alignment
M. Berrendorf
Evgeniy Faerman
Volker Tresp
94
18
0
24 Jan 2020
Active Learning for Graph Neural Networks via Node Feature Propagation
Yuexin Wu
Yichong Xu
Aarti Singh
Yiming Yang
A. Dubrawski
GNN
AI4CE
101
65
0
16 Oct 2019
SEAL: Semi-supervised Adversarial Active Learning on Attributed Graphs
Yayong Li
Jie Yin
Ling-Hao Chen
48
30
0
22 Aug 2019
Regional based query in graph active learning
R. Abel
Y. Louzoun
GNN
59
6
0
20 Jun 2019
ActiveHNE: Active Heterogeneous Network Embedding
Xia Chen
Guoxian Yu
Jun Wang
C. Domeniconi
Zheng Li
Xiangliang Zhang
57
86
0
14 May 2019
Graph Neural Networks: A Review of Methods and Applications
Jie Zhou
Ganqu Cui
Shengding Hu
Zhengyan Zhang
Cheng Yang
Zhiyuan Liu
Lifeng Wang
Changcheng Li
Maosong Sun
AI4CE
GNN
1.2K
5,588
0
20 Dec 2018
1