Guy Wolf

Mila - Quebec Artificial Intelligence Institute

Also affiliated with Université du Québec, Université de Montréal

Computer ScienceBiochemistry, Genetics and Molecular Biology

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 28 papers. Top paper: “Harmonic Alignment”.

Harmonic Alignment

Society for Industrial and Applied Mathematics eBooks(2020)10.1137/1.9781611976236.36

N/A

0DataRank · unranked

13 citations

Scott Gigante, Guy Wolf, Smita Krishnaswamy, Jay S. Stanley

Author Correction: Visualizing structure and transitions in high-dimensional biological data

Nature Biotechnology(2020)10.1038/s41587-019-0395-5

N/A

0DataRank · unranked

12 citations

David van Dijk, Zheng Wang, Scott Gigante, Daniel B. Burkhardt, William S. Chen +8 more

Structural and developmental principles of neuropil assembly in C. elegans

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.03.15.992222

N/A

0DataRank · unranked

4 citations

Kristopher M Barnes, Manik Kuchroo, Alex Gonopolskiy, Leighton H. Duncan, Titas Sengupta +14 more

Interpretable Neuron Structuring with Graph Spectral Regularization

Lecture notes in computer science(2020)10.1007/978-3-030-44584-3_40

N/A

0DataRank · unranked

3 citations

David van Dijk, Jay S. Stanley, Matthew Amodio, Kristina Yim, Rebecca Muhle +4 more

Uncovering the Folding Landscape of RNA Secondary Structure with Deep\n Graph Embeddings

arXiv (Cornell University)(2020)10.48550/arxiv.2006.06885

N/A

0DataRank · unranked

2 citations

Andrew Benz, Alexander Tong, Guy Wolf, Smita Krishnaswamy, Egbert Castro

Structural and developmental principles of neuropil assembly in C. elegans

Nature(2021)10.1038/s41586-020-03169-5

N/A

0DataRank · unranked

104 citations

Kristopher M Barnes, Manik Kuchroo, Alex Gonopolskiy, Leighton H. Duncan, Titas Sengupta +14 more

Multimodal Data Visualization and Denoising with Integrated Diffusion

PubMed(2021)10.1109/mlsp52302.2021.9596214

N/A

0DataRank · unranked

20 citations

Abhinav Godavarthi, Alexander Tong, Guy Wolf, Smita Krishnaswamy, Manik Kuchroo

Data-Driven Learning of Geometric Scattering Modules for GNNs

PubMed(2021)10.1109/mlsp52302.2021.9596169

N/A

0DataRank · unranked

5 citations

Frederick Wenkel, Kincaid Macdonald, Smita Krishnaswamy, Guy Wolf, Alexander Tong

Genomic epidemiology and associated clinical outcomes of a SARS-CoV-2 outbreak in a general adult hospital in Quebec

medRxiv(2021)10.1101/2021.05.29.21257760

N/A

0DataRank · unranked

3 citations

Marieke Rozendaal, Sacha Morin, Raphaël Poujol, Fatima Mostefai, Jean‐Christophe Grenier +10 more

Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence

Neural Information Processing Systems(2021)10.3929/ethz-b-000462843

N/A

0DataRank · unranked

1 citations

Tristan S. Yates, Christian Bock, Karsten Borgwardt, Guy Wolf, Nicholas B. Turk‐Browne +2 more

MURAL: An Unsupervised Random Forest-Based Embedding for Electronic Health Record Data

2021 IEEE International Conference on Big Data (Big Data)(2021)10.1109/bigdata52589.2021.9672045

N/A

0DataRank · unranked

0 citations

Dennis Shung, Alexander Tong, Adrian J. Stanley, Michael Schultz, Jeffrey Ngu +4 more

Geometry Regularized Autoencoders

IEEE Transactions on Pattern Analysis and Machine Intelligence(2022)10.1109/tpami.2022.3222104

N/A

0DataRank · unranked

18 citations

Sacha Morin, Guy Wolf, Kevin R. Moon, Andrés Orozco‐Duque

Neural networks with optimized single-neuron adaptation uncover biologically plausible regularization

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.04.29.489963

N/A

0DataRank · unranked

3 citations

Stefan Horoi, Giancarlo Kerg, Guy Wolf, Guillaume Lajoie, Victor Geadah

Geodesic Sinkhorn for Fast and Accurate Optimal Transport on Manifolds

arXiv (Cornell University)(2022)10.48550/arxiv.2211.00805

N/A

0DataRank · unranked

1 citations

Alexander Tong, María Ramos Zapatero, Tape, Christopher J., Guy Wolf, Smita Krishnaswamy +1 more

Multi-view manifold learning of human brain-state trajectories

Nature Computational Science(2023)10.1038/s43588-023-00419-0

N/A

0DataRank · unranked

41 citations

Jessie Huang, Andrew Benz, Tom Wallenstein, Guillaume Lajoie, Guy Wolf +3 more

Understanding Graph Neural Networks with Generalized Geometric Scattering Transforms

SIAM Journal on Mathematics of Data Science(2023)10.1137/21m1465056

N/A

0DataRank · unranked

6 citations

Alexander Tong, Feng Gao, Guy Wolf, Matthew Hirn, Michael Perlmutter

Time-Inhomogeneous Diffusion Geometry and Topology

SIAM Journal on Mathematics of Data Science(2023)10.1137/21m1462945

N/A

0DataRank · unranked

3 citations

Alexander Tong, Bastian Rieck, Jessie Huang, Manik Kuchroo, Matthew Hirn +3 more

Inferring dynamic regulatory interaction graphs from time series data with perturbations

PubMed(2023)10.48550/arxiv.2306.07803

N/A

0DataRank · unranked

2 citations

Magruder, Sumner, Edward De Brouwer, Aarthi Venkat, Frederik Wenkel, Guy Wolf +2 more

Improving and generalizing flow-based generative models with minibatch optimal transport

arXiv (Cornell University)(2023)10.48550/arxiv.2302.00482

N/A

0DataRank · unranked

31 citations

Kilian Fatras, Nikolay Malkin, Guillaume Huguet, Yanlei Zhang, Jarrid Rector-Brooks +3 more

Simulation-free Schrödinger bridges via score and flow matching

arXiv (Cornell University)(2023)10.48550/arxiv.2307.03672

N/A

0DataRank · unranked

6 citations

Nikolay Malkin, Kilian Fatras, Lazar Atanackovic, Yan‐Lei Zhang, Guillaume Huguet +3 more

Geodesic Sinkhorn For Fast and Accurate Optimal Transport on Manifolds

PubMed(2023)10.1109/mlsp55844.2023.10285995

N/A

0DataRank · unranked

4 citations

Alexander Tong, María Ramos Zapatero, Christopher J. Tape, Guy Wolf, Smita Krishnaswamy +1 more

Neurospectrum: A Geometric and Topological Deep Learning Framework for Uncovering Spatiotemporal Signatures in Neural Activity

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.03.22.533807

N/A

0DataRank · unranked

3 citations

Yanlei Zhang, Jessica L. Moore, Feng Gao, Bastian Rieck, Guy Wolf +8 more

DYMAG: Rethinking Message Passing Using Dynamical-systems-based Waveforms

arXiv (Cornell University)(2023)10.48550/arxiv.2309.09924

N/A

0DataRank · unranked

0 citations

Xingzhi Sun, Yanlei Zhang, Charles Xu, Afrasiyabi, Arman, Viswanath, Siddharth +6 more

Sustained IFN signaling is associated with delayed development of SARS-CoV-2-specific immunity

Nature Communications(2024)10.1038/s41467-024-48556-y

N/A

0DataRank · unranked

19 citations

Sacha Morin, Haley E. Randolph, Marjorie Labrecque, Justin Bélair, Raphaël Lima-Barbosa +42 more

Learnable Filters for Geometric Scattering Modules

IEEE Transactions on Signal Processing(2024)10.1109/tsp.2024.3378001

N/A

0DataRank · unranked

6 citations

Frederik Wenkel, Dhananjay Bhaskar, Kincaid Macdonald, Jackson Grady, Michael Perlmutter +3 more

Supervised latent factor modeling isolates cell-type-specific transcriptomic modules that underlie Alzheimer’s disease progression

Communications Biology(2024)10.1038/s42003-024-06273-8

N/A

0DataRank · unranked

7 citations

Yue Li, Yasser Iturria‐Medina, Jo Anne Stratton, Guy Wolf, Smita Krishnaswamy +3 more

Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data Manifolds

arXiv (Cornell University)(2024)10.48550/arxiv.2410.12779

N/A

0DataRank · unranked

4 citations

Danqi Liao, Kincaid Macdonald, Yanlei Zhang, Chen Liu, Guillaume Huguet +5 more

Neural networks with optimized single-neuron adaptation uncover biologically plausible regularization

PLoS Computational Biology(2024)10.1371/journal.pcbi.1012567

N/A

0DataRank · unranked

0 citations

Stefan Horoi, Giancarlo Kerg, Guy Wolf, Guillaume Lajoie, Victor Geadah