74 citations · 110 across the 5 of their papers we have counts for
5 papers
Measuring and Improving the Use of Graph Information in Graph Neural Networks
Yifan Hou, Jian Zhang, James Cheng +4
Graph neural networks (GNNs) have been widely used for representation learning on graph data. However, there is limited understanding on how much performance GNNs actually gain fro…
On Optimal Service Differentiation in Congested Network Markets
Mao Zou, Richard T. B. Ma, Xin Wang +1
As Internet applications have become more diverse in recent years, users having heavy demand for online video services are more willing to pay higher prices for better services tha…
Monet: A User-oriented Behavior-based Malware Variants Detection System for Android
Mingshen Sun, Xiaolei Li, John C. S. Lui +2
Android, the most popular mobile OS, has around 78% of the mobile market share. Due to its popularity, it attracts many malware attacks. In fact, people have discovered around one…
Optimal Operator State Migration for Elastic Data Stream Processing
Jianbing Ding, Tom Z. J. Fu, Richard T. B. Ma +4
A cloud-based data stream management system (DSMS) handles fast data by utilizing the massively parallel processing capabilities of the underlying platform. An important property o…
DRS: Dynamic Resource Scheduling for Real-Time Analytics over Fast Streams
Tom Z. J. Fu, Jianbing Ding, Richard T. B. Ma +3
In a data stream management system (DSMS), users register continuous queries, and receive result updates as data arrive and expire. We focus on applications with real-time constrai…