8 citations · 40 across the 22 of their papers we have counts for
13 papers · 1 filter
Scalable Time-Range k-Core Query on Temporal Graphs(Full Version)
Junyong Yang, Ming Zhong, Yuanyuan Zhu +3
Querying cohesive subgraphs on temporal graphs with various time constraints has attracted intensive research interests recently. In this paper, we study a novel Temporal k-Core Qu…
PSPC: Efficient Parallel Shortest Path Counting on Large-Scale Graphs
You Peng, Jeffrey Xu Yu, Sibo Wang
In modern graph analytics, the shortest path is a fundamental concept. Numerous \rrev{recent works} concentrate mostly on the distance of these shortest paths. Nevertheless, in the…
Uncertainty-aware Cardinality Estimation by Neural Network Gaussian Process
Kangfei Zhao, Jeffrey Xu Yu, Zongyan He +1
Deep Learning (DL) has achieved great success in many real applications. Despite its success, there are some main problems when deploying advanced DL models in database systems, su…
Fast Distributed Complex Join Processing
Hao Zhang, Miao Qiao, Jeffrey Xu Yu +1
In this work, we study the problem of co-optimize communication, pre-computing, and computation cost in one-round multi-way join evaluation. We propose a multi-way join approach AD…
Towards Expectation-Maximization by SQL in RDBMS
Kangfei Zhao, Jeffrey Xu Yu, Yu Rong +2
Integrating machine learning techniques into RDBMSs is an important task since there are many real applications that require modeling (e.g., business intelligence, strategic analys…
Fast and Robust Distributed Subgraph Enumeration
Xuguang Ren, Junhu Wang, Wook-Shin Han +1
We study the classic subgraph enumeration problem under distributed settings. Existing solutions either suffer from severe memory crisis or rely on large indexes, which makes them…