5 citations · 9 across the 10 of their papers we have counts for
11 papers
DNA Tails for Molecular Flash Memory
Jin Sima, Chao Pan, S. Kasra Tabatabaei +3
DNA-based data storage systems face practical challenges due to the high cost of DNA synthesis. A strategy to address the problem entails encoding data via topological modification…
FedGTST: Boosting Global Transferability of Federated Models via Statistics Tuning
Evelyn Ma, Chao Pan, Rasoul Etesami +2
The performance of Transfer Learning (TL) heavily relies on effective pretraining, which demands large datasets and substantial computational resources. As a result, executing TL i…
Perturbation-Resilient Trades for Dynamic Service Balancing
Jin Sima, Chao Pan, Olgica Milenkovic
A combinatorial trade is a pair of sets of blocks of elements that can be exchanged while preserving relevant subset intersection constraints. The class of balanced and swap-robust…
Interpretable Online Network Dictionary Learning for Inferring Long-Range Chromatin Interactions
Vishal Rana, Jianhao Peng, Chao Pan +4
Dictionary learning (DL) is commonly used in computational biology to tackle ubiquitous clustering problems due to its conceptual simplicity and relatively low computational comple…
DNA-Based Data Storage Systems: A Review of Implementations and Code Constructions
Olgica Milenkovic, Chao Pan
In this review paper, we delve into the nascent field of molecular data storage, focusing on system implementations and code constructions. We start by providing an overview of bas…
Semi-Quantitative Group Testing for Efficient and Accurate qPCR Screening of Pathogens with a Wide Range of Loads
Ananthan Nambiar, Chao Pan, Vishal Rana +4
Pathogenic infections pose a significant threat to global health, affecting millions of people every year and presenting substantial challenges to healthcare systems worldwide. Eff…
Perturbation-Resilient Sets for Dynamic Service Balancing
Jin Sima, Chao Pan, Olgica Milenkovic
Balanced and swap-robust minimal trades, introduced in [1], are important for studying the balance and stability of server access request protocols under data popularity changes. C…
Machine Unlearning of Federated Clusters
Chao Pan, Jin Sima, Saurav Prakash +2
Federated clustering (FC) is an unsupervised learning problem that arises in a number of practical applications, including personalized recommender and healthcare systems. With the…
Balanced and Swap-Robust Trades for Dynamical Distributed Storage
Chao Pan, Ryan Gabrys, Xujun Liu +2
Trades, introduced by Hedayat, are two sets of blocks of elements which may be exchanged (traded) without altering the counts of certain subcollections of elements within their con…
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…
Query K-means Clustering and the Double Dixie Cup Problem
I Chien, Chao Pan, Olgica Milenkovic
We consider the problem of approximate -means clustering with outliers and side information provided by same-cluster queries and possibly noisy answers. Our solution shows that,…