117 citations · 924 across the 105 of their papers we have counts for
12 papers · 1 filter
Multi-MotifGAN (MMGAN): Motif-targeted Graph Generation and Prediction
Anuththari Gamage, Eli Chien, Jianhao Peng +1
Generative graph models create instances of graphs that mimic the properties of real-world networks. Generative models are successful at retaining pairwise associations in the unde…
Image processing in DNA
Chao Pan, S. M. Hossein Tabatabaei Yazdi, S Kasra Tabatabaei +3
The main obstacles for the practical deployment of DNA-based data storage platforms are the prohibitively high cost of synthetic DNA and the large number of errors introduced durin…
Landing Probabilities of Random Walks for Seed-Set Expansion in Hypergraphs
Eli Chien, Pan Li, Olgica Milenkovic
We describe the first known mean-field study of landing probabilities for random walks on hypergraphs. In particular, we examine clique-expansion and tensor methods and evaluate th…
Access Balancing in Storage Systems by Labeling Partial Steiner Systems
Yeow Meng Chee, Charles J. Colbourn, Hoang Dau +4
Storage architectures ranging from minimum bandwidth regenerating encoded distributed storage systems to declustered-parity RAIDs can be designed using dense partial Steiner system…
Online Convex Matrix Factorization with Representative Regions
Abhishek Agarwal, Jianhao Peng, Olgica Milenkovic
Matrix factorization (MF) is a versatile learning method that has found wide applications in various data-driven disciplines. Still, many MF algorithms do not adequately scale with…
Optimizing Generalized PageRank Methods for Seed-Expansion Community Detection
Pan Li, Eli Chien, Olgica Milenkovic
Landing probabilities (LP) of random walks (RW) over graphs encode rich information regarding graph topology. Generalized PageRanks (GPR), which represent weighted sums of LPs of R…