98 citations · 282 across the 11 of their papers we have counts for
11 papers
Addressing Class-Imbalance Problem in Personalized Ranking
Lu Yu, Shichao Pei, Chuxu Zhang +4
Pairwise ranking models have been widely used to address recommendation problems. The basic idea is to learn the rank of users' preferred items through separating items into \emph{…
Heterogeneous Relational Reasoning in Knowledge Graphs with Reinforcement Learning
Mandana Saebi, Steven Krieg, Chuxu Zhang +2
Path-based relational reasoning over knowledge graphs has become increasingly popular due to a variety of downstream applications such as question answering in dialogue systems, fa…
Few-Shot Knowledge Graph Completion
Chuxu Zhang, Huaxiu Yao, Chao Huang +3
Knowledge graphs (KGs) serve as useful resources for various natural language processing applications. Previous KG completion approaches require a large number of training instance…
Graph Few-shot Learning via Knowledge Transfer
Huaxiu Yao, Chuxu Zhang, Ying Wei +5
Towards the challenging problem of semi-supervised node classification, there have been extensive studies. As a frontier, Graph Neural Networks (GNNs) have aroused great interest r…
A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data
Chuxu Zhang, Dongjin Song, Yuncong Chen +7
Nowadays, multivariate time series data are increasingly collected in various real world systems, e.g., power plants, wearable devices, etc. Anomaly detection and diagnosis in mult…
CARL: Content-Aware Representation Learning for Heterogeneous Networks
Chuxu Zhang, Ananthram Swami, Nitesh V. Chawla
Heterogeneous networks not only present a challenge of heterogeneity in the types of nodes and relations, but also the attributes and content associated with the nodes. While recen…
Identifying the Academic Rising Stars
Chuxu Zhang, Chuang Liu, Lu Yu +2
Predicting the fast-rising young researchers (Academic Rising Stars) in the future provides useful guidance to the research community, e.g., offering competitive candidates to univ…
Emergence of Blind Areas in Information Spreading
Zi-Ke Zhang, Chu-Xu Zhang, Xiao-Pu Han +1
Recently, contagion-based (disease, information, etc.) spreading on social networks has been extensively studied. In this paper, other than traditional full interaction, we propose…
Information Filtering via Collaborative User Clustering Modeling
Chu-Xu Zhang, Zi-Ke Zhang, Lu Yu +3
The past few years have witnessed the great success of recommender systems, which can significantly help users find out personalized items for them from the information era. One of…
Epidemic Spreading on Weighted Complex Networks
Ye Sun, Chuang Liu, Chu-Xu Zhang +1
Nowadays, the emergence of online services provides various multi-relation information to support the comprehensive understanding of the epidemic spreading process. In this Letter,…
An Evolving model of online bipartite networks
C. -X. Zhang, Z. -K. Zhang, C. Liu
Understanding the structure and evolution of online bipartite networks is a significant task since they play a crucial role in various e-commerce services nowadays. Recently, vario…