Publications
A complete list of my published papers and preprints.
Featured Work
Boyang Fu, George Dasoulas, Sameer Gabbita, Xiang Lin, Shanghua Gao, Xiaorui Su, Soumya Ghosh, Marinka Zitnik
Boyang Fu*, Ali Pazokitoroudi*, Zhuozheng Shi, Asha Kar, Albert Xue, Aakarsh Anand, Prateek Anand, Zhengtong Liu, Richard Border, Päivi Pajukanta, Noah Zaitlen & Sriram Sankararaman
Nathan LaPierre*, Boyang Fu*, Steven Turnbull, Eleazar Eskin, Sriram Sankararaman
All Publications
A knowledge-driven framework for predicting single-cell responses for unprofiled drugs Nature Machine Intelligence 2026
GPC: Deep generative model of genetic variation data improves imputation accuracy in private populations ICLR Gen2 2026 (Oral 10%) 2026
STRAND: Sequence-Conditioned Transport for Single-Cell Perturbations Conference on Neural Information Processing Systems (NeurIPS), 2026 2026
Investigating the sources of variable impact of pathogenic variants in monogenic metabolic conditions Nature Communications 2025
A Scalable Adaptive Quadratic Kernel Method for Interpretable Epistasis Analysis in Complex Traits Genome Research (preliminary version at RECOMB), 2024 2024
Fast Kernel-based Association Testing of non-linear genetic effects for Biobank-scale data Nature Communications, 2023 2023
Leveraging family data to design Mendelian Randomization that is provably robust to population stratification Genome Research (preliminary version at RECOMB), 2023 2023
Marginal Contribution Feature Importance-an Axiomatic Approach for Explaining Data International Conference on Machine Learning (ICML), 2021 2021
PrivateBus: Privacy Identification and Protection in Large-Scale Bus WiFi Systems Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (UbiComp), 2020 2020
A Statistical Model for Quantifying the Needed Duration of Social Distancing for the COVID-19 Pandemic KDD 2020 - AI For COVID-19, 2020 2020
MAC: Measuring the impacts of anomalies on travel time of multiple transportation systems Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (UbiComp), 2019 2019