Rob Patro

Orcid: 0000-0001-8463-1675

Affiliations:
  • University of Maryland, Center for Bioinformatics and Computational Biology, College Park, MD, USA (PhD 2012)
  • Stony Brook University, Department of Computer Science, NY, USA (2014-2019)
  • Carnegie Mellon University, Lane Center for Computational Biology, Pittsburgh, PA, USA (2012-2014)


According to our database1, Rob Patro authored at least 56 papers between 2009 and 2024.

Collaborative distances:

Timeline

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Bibliography

2024
Fast, parallel, and cache-friendly suffix array construction.
Algorithms Mol. Biol., December, 2024

Fulgor: a fast and compact k-mer index for large-scale matching and color queries.
Algorithms Mol. Biol., December, 2024

Where the Patterns Are: Repetition-Aware Compression for Colored de Bruijn Graphs<sup>*</sup>.
J. Comput. Biol., 2024

Meta-colored Compacted de Bruijn Graphs.
Proceedings of the Research in Computational Molecular Biology, 2024

2023
<tt>simpleaf</tt>: a simple, flexible, and scalable framework for single-cell data processing using alevin-fry.
Bioinform., October, 2023

Spectrum Preserving Tilings Enable Sparse and Modular Reference Indexing.
Proceedings of the Research in Computational Molecular Biology, 2023

2022
Airpart: interpretable statistical models for analyzing allelic imbalance in single-cell datasets.
Bioinform., 2022

An incrementally updatable and scalable system for large-scale sequence search using the Bentley-Saxe transformation.
Bioinform., 2022

Perplexity: evaluating transcript abundance estimation in the absence of ground truth.
Algorithms Mol. Biol., 2022

2021
PuffAligner: a fast, efficient and accurate aligner based on the Pufferfish index.
Bioinform., November, 2021

Preprocessing choices affect RNA velocity results for droplet scRNA-seq data.
PLoS Comput. Biol., 2021

Cuttlefish: fast, parallel and low-memory compaction of de Bruijn graphs from large-scale genome collections.
Bioinform., 2021

Compression of quantification uncertainty for scRNA-seq counts.
Bioinform., 2021

2020
Tximeta: Reference sequence checksums for provenance identification in RNA-seq.
PLoS Comput. Biol., 2020

An Efficient, Scalable, and Exact Representation of High-Dimensional Color Information Enabled Using de Bruijn Graph Search.
J. Comput. Biol., 2020

A Bayesian framework for inter-cellular information sharing improves dscRNA-seq quantification.
Bioinform., 2020

Terminus enables the discovery of data-driven, robust transcript groups from RNA-seq data.
Bioinform., 2020

2019
Rich Chromatin Structure Prediction from Hi-C Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2019

Minnow: a principled framework for rapid simulation of dscRNA-seq data at the read level.
Bioinform., 2019

An Efficient, Scalable and Exact Representation of High-Dimensional Color Information Enabled via de Bruijn Graph Search.
Proceedings of the Research in Computational Molecular Biology, 2019

2018
Swimming downstream: statistical analysis of differential transcript usage following Salmon quantification.
F1000Research, 2018

Squeakr: an exact and approximate k-mer counting system.
Bioinform., 2018

Grouper: graph-based clustering and annotation for improved de novo transcriptome analysis.
Bioinform., 2018

A space and time-efficient index for the compacted colored de Bruijn graph.
Bioinform., 2018

Mantis: A Fast, Small, and Exact Large-Scale Sequence-Search Index.
Proceedings of the Research in Computational Molecular Biology, 2018

Towards Selective-Alignment: Bridging the Accuracy Gap between Alignment-Based and Alignment-Free Transcript Quantification.
Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018

2017
Improved data-driven likelihood factorizations for transcript abundance estimation.
Bioinform., 2017

Quark enables semi-reference-based compression of RNA-seq data.
Bioinform., 2017

deBGR: an efficient and near-exact representation of the weighted de Bruijn graph.
Bioinform., 2017

Rainbowfish: A Succinct Colored de Bruijn Graph Representation.
Proceedings of the 17th International Workshop on Algorithms in Bioinformatics, 2017

A General-Purpose Counting Filter: Making Every Bit Count.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017

2016
Accurate, Fast and Lightweight Clustering of de novo Transcriptomes using Fragment Equivalence Classes.
CoRR, 2016

Efficient Index Maintenance Under Dynamic Genome Modification.
CoRR, 2016

A computational method for designing diverse linear epitopes including citrullinated peptides with desired binding affinities to intravenous immunoglobulin.
BMC Bioinform., 2016

RapMap: a rapid, sensitive and accurate tool for mapping RNA-seq reads to transcriptomes.
Bioinform., 2016

2015
Data-dependent bucketing improves reference-free compression of sequencing reads.
Bioinform., 2015

Reference-based compression of short-read sequences using path encoding.
Bioinform., 2015

Optimizing Read Reversals for Sequence Compression - (Extended Abstract).
Proceedings of the Algorithms in Bioinformatics - 15th International Workshop, 2015

2014
Identification of alternative topological domains in chromatin.
Algorithms Mol. Biol., 2014

2013
Sailfish: Alignment-free Isoform Quantification from RNA-seq Reads using Lightweight Algorithms.
CoRR, 2013

Predicting protein interactions via parsimonious network history inference.
Bioinform., 2013

Resolving spatial inconsistencies in chromosome conformation measurements.
Algorithms Mol. Biol., 2013

Multiscale Identification of Topological Domains in Chromatin.
Proceedings of the Algorithms in Bioinformatics - 13th International Workshop, 2013

Topological properties of chromosome conformation graphs reflect spatial proximities within chromatin.
Proceedings of the ACM Conference on Bioinformatics, 2013

2012
Computationally Comparing Biological Networks and Reconstructing Their Evolution.
PhD thesis, 2012

Speeding Up Particle Trajectory Simulations Under Moving Force Fields using Graphic Processing Units.
J. Comput. Inf. Sci. Eng., 2012

Global network alignment using multiscale spectral signatures.
Bioinform., 2012

Parsimonious reconstruction of network evolution.
Algorithms Mol. Biol., 2012

Resolving Spatial Inconsistencies in Chromosome Conformation Data.
Proceedings of the Algorithms in Bioinformatics - 12th International Workshop, 2012

The missing models: a data-driven approach for learning how networks grow.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

2011
A robust and rotationally invariant local surface descriptor with applications to non-local mesh processing.
Graph. Model., 2011

Social Snapshot: A System for Temporally Coupled Social Photography.
IEEE Computer Graphics and Applications, 2011

Salient Frame Detection for Molecular Dynamics Simulations.
Proceedings of the Scientific Visualization: Interactions, Features, Metaphors, 2011

MDMap: A system for data-driven layout and exploration of molecular dynamics simulations.
Proceedings of the 2011 IEEE Symposium on Biological Data Visualization, 2011

2010
Saliency Guided Summarization of Molecular Dynamics Simulations.
Proceedings of the Scientific Visualization: Advanced Concepts, 2010

2009
Modeling and Visualization of Human Activities for Multicamera Networks.
EURASIP J. Image Video Process., 2009


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