Hyebin Song

Replicability of Functional Brain Networks
Kaitlyn R. Fales, Xurui Zhi, Hyebin Song, Nicole A. Lazar, Jun 1 2026, In: Human Brain Mapping
Date: Jun 1 2026

Targeted digital voter suppression efforts likely decrease voter turnout
Young Mie Kim, Ross Dahlke, Hyebin Song, Richard Heinrich, Feb 3 2026, In: Proceedings of the National Academy of Sciences of the United States of America
Date: Feb 3 2026

Genetic modifiers and ascertainment drive variable expressivity of complex disorders
Matthew Jensen, Corrine Smolen, Anastasia Tyryshkina, Lucilla Pizzo, Jiawan Sun, Serena Noss, Deepro Banerjee, Matthew Oetjens, Hermela Shimelis, Cora M. Taylor, Vijay Kumar Pounraja, Hyebin Song, Laura Rohan, Emily Huber, Laila El Khattabi, Ingrid van de Laar, Rafik Tadros, Connie R. Bezzina, Marjo..., Dec 11 2025, In: Cell
Date: Dec 11 2025

A widespread protein misfolding mechanism is differentially rescued in vitro by chaperones based on gene essentiality
Ian Sitarik, Quyen V. Vu, Justin Petucci, Paulina Frutos, Hyebin Song, Edward P. O’Brien, Dec 2025, In: Nature communications
Date: Dec 2025

Properties Governing Native State Entanglements and Relationships to Protein Function
Justin Petucci, Ian Sitarik, Yang Jiang, Viraj Rana, Hyebin Song, Edward P. O'Brien, Oct 1 2025, In: Journal of Molecular Biology
Date: Oct 1 2025

Non-native entanglement protein misfolding observed in all-atom simulations and supported by experimental structural ensembles
Quyen V. Vu, Ian Sitarik, Yang Jiang, Yingzi Xia, Piyoosh Sharma, Divya Yadav, Hyebin Song, Mai Suan Li, Stephen D. Fried, Edward P. O'Brien, Aug 8 2025, In: Science Advances
Date: Aug 8 2025

Protein misfolding involving entanglements provides a structural explanation for the origin of stretched-exponential refolding kinetics
Yang Jiang, Yingzi Xia, Ian Sitarik, Piyoosh Sharma, Hyebin Song, Stephen D. Fried, Edward P. O’Brien, Mar 14 2025, In: Science Advances
Date: Mar 14 2025

Non-covalent Lasso Entanglements in Folded Proteins
Viraj Rana, Ian Sitarik, Justin Petucci, Yang Jiang, Hyebin Song, Edward P. O'Brien, Mar 15 2024, In: Journal of Molecular Biology
Date: Mar 15 2024

Multivariate Moment Least-Squares Variance Estimators for Reversible Markov Chains
hyebin song, Stephen Berg, 2024, In: Journal of Computational and Graphical Statistics
Date: 2024

EFFICIENT SHAPE-CONSTRAINED INFERENCE FOR THE AUTOCOVARIANCE SEQUENCE FROM A REVERSIBLE MARKOV CHAIN
Stephen Berg, Hyebin Song, Dec 2023, In: Annals of Statistics
Date: Dec 2023

Inferring Protein Sequence-Function Relationships with Large-Scale Positive-Unlabeled Learning
Hyebin Song, Bennett J. Bremer, Emily C. Hinds, Garvesh Raskutti, Philip A. Romero, Jan 20 2021, In: Cell Systems
Citations: 34

PUlasso
Hyebin Song, Garvesh Raskutti, Jan 2 2020, In: Journal of the American Statistical Association
Citations: 16

Inferring protein fitness landscapes from laboratory evolution experiments
Sameer D’Costa, Emily C. Hinds, Chase R. Freschlin, Hyebin Song, Philip A. Romero, Mar 2023, In: PLoS computational biology
Citations: 13

Convex and non-convex approaches for statistical inference with class-conditional noisy labels
Hyebin Song, Ran Dai, Garvesh Raskutti, Rina Foygel Barber, Aug 2020, In: Journal of Machine Learning Research
Citations: 11

Protein misfolding involving entanglements provides a structural explanation for the origin of stretched-exponential refolding kinetics
Yang Jiang, Yingzi Xia, Ian Sitarik, Piyoosh Sharma, Hyebin Song, Stephen D. Fried, Edward P. O’Brien, Mar 14 2025, In: Science Advances
Citations: 8

EFFICIENT SHAPE-CONSTRAINED INFERENCE FOR THE AUTOCOVARIANCE SEQUENCE FROM A REVERSIBLE MARKOV CHAIN
Stephen Berg, Hyebin Song, Dec 2023, In: Annals of Statistics
Citations: 8

Non-covalent Lasso Entanglements in Folded Proteins
Viraj Rana, Ian Sitarik, Justin Petucci, Yang Jiang, Hyebin Song, Edward P. O'Brien, Mar 15 2024, In: Journal of Molecular Biology
Citations: 7

Genetic modifiers and ascertainment drive variable expressivity of complex disorders
Matthew Jensen, Corrine Smolen, Anastasia Tyryshkina, Lucilla Pizzo, Jiawan Sun, Serena Noss, Deepro Banerjee, Matthew Oetjens, Hermela Shimelis, Cora M. Taylor, Vijay Kumar Pounraja, Hyebin Song, Laura Rohan, Emily Huber, Laila El Khattabi, Ingrid van de Laar, Rafik Tadros, Connie R. Bezzina, Marjo..., Dec 11 2025, In: Cell
Citations: 6

Graph-Based Regularization for Regression Problems with Alignment and Highly Correlated Designs
Yuan Li, Benjamin Mark, Garvesh Raskutti, Rebecca Willett, Hyebin Song, David Neiman, 2020, In: SIAM Journal on Mathematics of Data Science
Citations: 5

Multivariate Moment Least-Squares Variance Estimators for Reversible Markov Chains
hyebin song, Stephen Berg, 2024, In: Journal of Computational and Graphical Statistics
Citations: 2

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