14 citations · 18 across the 7 of their papers we have counts for
7 papers
Effective Delayed Patching for Transient Malware Control on Networks
Minh Phu Vuong, Chul-Ho Lee, Do Young Eun
Patching nodes is an effective network defense strategy for malware control at early stages, and its performance is primarily dependent on how accurately the infection propagation…
FairAD: Computationally Efficient Fair Graph Clustering via Algebraic Distance
Minh Phu Vuong, Young-Ju Lee, Iván Ojeda-Ruiz +1
Due to the growing concern about unsavory behaviors of machine learning models toward certain demographic groups, the notion of 'fairness' has recently drawn much attention from th…
Controlling Epidemic Spread Under Immunization Delay Constraints
Shiju Li, Xin Huang, Chul-Ho Lee +1
In this paper, we study the problem of minimizing the spread of a viral epidemic when immunization takes a non-negligible amount of time to take into effect. Specifically, our prob…
Transient Dynamics of Epidemic Spreading and Its Mitigation on Large Networks
Chul-Ho Lee, Srinivas Tenneti, Do Young Eun
In this paper, we aim to understand the transient dynamics of a susceptible-infected (SI) epidemic spreading process on a large network. The SI model has been largely overlooked in…
Non-Markovian Monte Carlo on Directed Graphs
Chul-Ho Lee, Min Kang, Do Young Eun
Markov Chain Monte Carlo (MCMC) has been the de facto technique for sampling and inference of large graphs such as online social networks. At the heart of MCMC lies the ability to…
Exploiting the Past to Reduce Delay in CSMA Scheduling: A High-order Markov Chain Approach
Jaewook Kwak, Chul-Ho Lee, Do Young Eun
Recently several CSMA algorithms based on the Glauber dynamics model have been proposed for multihop wireless scheduling, as viable solutions to achieve the throughput optimality,…
Beyond Random Walk and Metropolis-Hastings Samplers: Why You Should Not Backtrack for Unbiased Graph Sampling
Chul-Ho Lee, Xin Xu, Do Young Eun
Graph sampling via crawling has been actively considered as a generic and important tool for collecting uniform node samples so as to consistently estimate and uncover various char…