26 citations · 42 across the 5 of their papers we have counts for
5 papers
An Improved Christofides Mechanism for Local Differential Privacy Framework
She Sun, Li Zhou, Xiaoran Yan
The development of Internet technology enables an analysis on the whole population rather than a certain number of samples, and leads to increasing requirement for privacy protecti…
Network Composition from Multi-layer Data
Kristina Lerman, Shang-Hua Teng, Xiaoran Yan
It is common for people to access multiple social networks, for example, using phone, email, and social media. Together, the multi-layer social interactions form a "integrated soci…
The Interplay Between Dynamics and Networks: Centrality, Communities, and Cheeger Inequality
Rumi Ghosh, Kristina Lerman, Shang-Hua Teng +1
We study the interplay between a dynamic process and the structure of the network on which it is defined. Specifically, we examine the impact of this interaction on the quality-mea…
Oriented and Degree-generated Block Models: Generating and Inferring Communities with Inhomogeneous Degree Distributions
Yaojia Zhu, Xiaoran Yan, Cristopher Moore
The stochastic block model is a powerful tool for inferring community structure from network topology. However, it predicts a Poisson degree distribution within each community, whi…
Active Learning for Hidden Attributes in Networks
Xiaoran Yan, Yaojia Zhu, Jean-Baptiste Rouquier +1
In many networks, vertices have hidden attributes, or types, that are correlated with the networks topology. If the topology is known but these attributes are not, and if learning…