124 citations · 133 across the 6 of their papers we have counts for
6 papers
Data Capsule: A Self-Contained Data Model as an Access Policy Enforcement Strategy
Reza Soltani, Uyen Trang Nguyen, Aijun An
In this paper, we introduce a data capsule model, a self-contained and self-enforcing data container based on emerging self-sovereign identity standards, blockchain, and attribute-…
A Survey of Self-Sovereign Identity Ecosystem
Reza Soltani, Uyen Trang Nguyen, Aijun An
Self-sovereign identity is the next evolution of identity management models. This survey takes a journey through the origin of identity, defining digital identity and progressive i…
Elastic Bulk Synchronous Parallel Model for Distributed Deep Learning
Xing Zhao, Manos Papagelis, Aijun An +3
The bulk synchronous parallel (BSP) is a celebrated synchronization model for general-purpose parallel computing that has successfully been employed for distributed training of mac…
Dynamic Graph Embedding via LSTM History Tracking
Shima Khoshraftar, Sedigheh Mahdavi, Aijun An +2
Many real world networks are very large and constantly change over time. These dynamic networks exist in various domains such as social networks, traffic networks and biological in…
Learning to Determine the Quality of News Headlines
Amin Omidvar, Hossein Poormodheji, Aijun An +1
Today, most newsreaders read the online version of news articles rather than traditional paper-based newspapers. Also, news media publishers rely heavily on the income generated fr…
Dynamic Joint Variational Graph Autoencoders
Sedigheh Mahdavi, Shima Khoshraftar, Aijun An
Learning network representations is a fundamental task for many graph applications such as link prediction, node classification, graph clustering, and graph visualization. Many rea…