Generative Flow Networks for Precise Reward-Oriented Active Learning on Graphs.

Yinchuan Li Zhigang Li Wenqian Li Yunfeng Shao Yan Zheng Jianye Hao

Published in: IJCAI (2023)

Keyphrases

active learning
highly connected
dynamic networks
reinforcement learning
average degree
real world networks
small world
generative model
fully connected
social networks
network analysis

graph theory
directed graph
learning strategies
training set
relevance feedback
graph theoretic
semi supervised
real world graphs
labeled data
graph structure
graph matching

community structure
training examples
complex networks
network structure
wireless networks
data sets
degree distribution
selective sampling
community discovery
network size

graph structures
supervised learning
text classification
biological networks
long run
experimental design
undirected graph
spanning tree
community detection
semi supervised learning