5 citations · 7 across the 3 of their papers we have counts for
9 papers
Overlapping Community Detection in Temporal Text Networks
Shuhan Yan, Yuting Jia, Xinbing Wang
Analyzing the groups in the network based on same attributes, functions or connections between nodes is a way to understand network information. The task of discovering a series of…
High-Order Relation Construction and Mining for Graph Matching
Hui Xu, Liyao Xiang, Youmin Le +4
Graph matching pairs corresponding nodes across two or more graphs. The problem is difficult as it is hard to capture the structural similarity across graphs, especially on large g…
Author Name Disambiguation on Heterogeneous Information Network with Adversarial Representation Learning
Haiwen Wang, Ruijie Wang, Chuan Wen +4
Author name ambiguity causes inadequacy and inconvenience in academic information retrieval, which raises the necessity of author name disambiguation (AND). Existing AND methods ca…
On Geometric Structure of Activation Spaces in Neural Networks
Yuting Jia, Haiwen Wang, Shuo Shao +3
In this paper, we investigate the geometric structure of activation spaces of fully connected layers in neural networks and then show applications of this study. We propose an effi…
CommunityGAN: Community Detection with Generative Adversarial Nets
Yuting Jia, Qinqin Zhang, Weinan Zhang +1
Community detection refers to the task of discovering groups of vertices sharing similar properties or functions so as to understand the network data. With the recent development o…
Predictive Modeling with Delayed Information: a Case Study in E-commerce Transaction Fraud Control
Junxuan Li, Yung-wen Liu, Yuting Jia +2
In Business Intelligence, accurate predictive modeling is the key for providing adaptive decisions. We studied predictive modeling problems in this research which was motivated by…