Research Institute

Research output

Research output per year 1951 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024

• 2857586 Citations
• 34660 Article
• 4199 Review article
• 1743 Conference contribution
• 1279 Chapter
• 4097 More
  • 1152 Letter
  • 1067 Editorial
  • 1061 Comment/debate
  • 236 Conference article
  • 194 Short survey
  • 97 Book
  • 68 Patent
  • 65 Paper
  • 57 Foreword/postscript
  • 49 Chapter (peer-reviewed)
  • 17 Meeting Abstract
  • 12 Other contribution
  • 5 Other report
  • 4 Web publication/site
  • 3 Commissioned report
  • 1 Scholarly edition
  • 1 Other chapter contribution
  • 1 Abstract
  • 1 Poster
  • 1 Book/Film/Article review
  • 1 Literature review
  • 1 Special issue
  • 1 Featured article
  • 1 Design
  • 1 Working paper

Research output per year

Research output per year

Search results

• 2023

  A Blessing of Dimensionality in Membership Inference through Regularization

  Tan, J., LeJeune, D., Mason, B., Javadi, H. & Baraniuk, R. G., 2023, In: Proceedings of Machine Learning Research. 206, p. 10968-10993 26 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Privacy 100%
  • Dimensionality 79%
  • Regularization 67%
  • Classifiers 55%
  • Logistic regression 43%

• A Case Study Using Large Language Models to Generate Metadata for Math Questions

  Bainbridge, K., Walkington, C., Ibrahim, A., Zhong, I., Mallick, D. B., Washington, J. & Baraniuk, R., 2023, In: CEUR Workshop Proceedings. 3487, p. 34-42 9 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Metadata 100%
  • Labels 17%
  • Personnel 15%
  • Students 14%
  • Costs 7%

• Deduction under Perturbed Evidence: Probing Student Simulation (Knowledge Tracing) Capabilities of Large Language Models

  Sonkar, S. & Baraniuk, R. G., 2023, In: CEUR Workshop Proceedings. 3487, p. 26-33 8 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Students 100%

• Summary of “Towards the Future of AI-augmented Human Tutoring in Math Learning”

  Thomas, D. R., Aleven, V., Baraniuk, R., Brunskill, E., Crossley, S., Demszky, D., Fancsali, S., Gupta, S., Ritter, S., Woodhead, S., Xing, W. & Koedinger, K., 2023, In: CEUR Workshop Proceedings. 3491

  Research output: Contribution to journal › Conference article › peer-review

  • Artificial intelligence 100%
  • Students 42%
  • Mentoring 38%
  • Hybrid systems 27%
  • Education 24%
• 2022

  Fluorescence Detection of Circulating Tumor Cells using Diffuse Near-Infrared Light in Vivo

  Pace, J., Williams, A., Ivich, F., Lee, J., Srinivasarao, M., Low, P. S. & Niedre, M., 2022, In: Optics InfoBase Conference Papers. OTu2D.4.

  Research output: Contribution to journal › Conference article › peer-review

  • Infrared instruments 100%
  • Fluorescence 63%
  • Contrast Medium 62%
  • Tumors 56%
  • Cells 54%

• Improving Transformers with Probabilistic Attention Keys

  Nguyen, T., Nguyen, T. M., Le, D. D., Nguyen, D. K., Tran, V. A., Baraniuk, R. G., Ho, N. & Osher, S. J., 2022, In: Proceedings of Machine Learning Research. 162, p. 16595-16621 27 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Transformer 100%
  • Language Modeling 14%
  • Performance 13%
  • Gaussian Mixture Model 11%
  • Driving Force 10%
  4 Scopus citations

• Momentum Transformer: Closing the Performance Gap Between Self-attention and Its Linearization

  Nguyen, T., Baraniuk, R. G., Kirby, R. M., Osher, S. J. & Wang, B., 2022, In: Proceedings of Machine Learning Research. 190, p. 189-204 16 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Transformer 100%
  • Linearization 75%
  • Momentum 72%
  • Performance 45%
  • Computational Complexity 15%
  4 Scopus citations

• PACE: A Parallelizable Computation Encoder for Directed Acyclic Graphs

  Dong, Z., Zhang, M., Li, F. & Chen, Y., 2022, In: Proceedings of Machine Learning Research. 162, p. 5360-5377 18 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Encoder 100%
  • Directed Acyclic Graph 89%
  • Graph structures 46%
  • Subroutines 42%
  • Optimization 28%
  1 Scopus citations

• SPACEFLIGHT ASSOCIATED NEURO-OCULAR SYNDROME (SANS): A NEW SCALE TO DECTECT THE INCIDENCE AND SEQUENCE OF SANS FINDINGS IN A SYSTEMATIC REVIEW AND META-ANALYSIS

  Elgenidy, A., Hesham, A., Atef, M., Awad, A. K., Emad, A., Monniello-Mathieu, E. & Lee, A. G., 2022, In: Proceedings of the International Astronautical Congress, IAC. 2022-September

  Research output: Contribution to journal › Conference article › peer-review

  • Space flight 100%
  • meta-analysis 96%
  • Optics 89%
  • Optical tomography 89%
  • Wool 80%
• 2021

  A modified watershed algorithm for automated segmentation of autofluorescence microscopy images

  Wang, N., Hu, L., Webb, J. & Walsh, A. J., 2021, In: Optics InfoBase Conference Papers. JTu4A.22.

  Research output: Contribution to journal › Conference article › peer-review

  • Watersheds 100%
  • Microscopic examination 86%
  • Heterogeneity 74%

• A Novel Nuclear Material Control Technique for Pebble Fueled Reactors

  Chirayath, S. S., Gariazzo, C. A., Righetti, R. & Naraghi, M., 2021, In: Transactions of the American Nuclear Society. 125, 1, p. 758-761 4 p.

  Research output: Contribution to journal › Conference article › peer-review

• A relationship selection task

  Waters, A. E., Chaudhri, V. K., Mallick, D. B. & Baraniuk, R. G., 2021, In: CEUR Workshop Proceedings. 2895, p. 88-92 5 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Textbooks 100%
  • Crowdsourcing 13%
  • Students 8%

• Autofluorescence imaging is sensitive to CD4⁺ T cell subtypes and microenvironment

  Tweed, K., Jones, I., Walsh, A. & Skala, M. C., 2021, In: Optics InfoBase Conference Papers. DM3A.3.

  Research output: Contribution to journal › Conference article › peer-review

  • T-cells 100%
  • NAD(P)H 88%
  • Pharmacological Metabolism 52%
  • Imaging techniques 51%
  • Metabolism 42%

• Current state of worker fatigue assessment and associated recommendations in oil and gas and petrochemical industries

  Kang, J., Sasangohar, F. & Mehta, R. K., Nov 12 2021, In: Proceedings of the Human Factors and Ergonomics Society. 65, 1, p. 1593-1597 5 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • gas industry 100%
  • Gas industry 89%
  • fatigue 89%
  • Petrochemicals 86%
  • Petroleum industry 83%
  1 Scopus citations

• Deep Autoencoders: From Understanding to Generalization Guarantees

  Cosentino, R., Balestriero, R., Baraniuk, R. & Aazhang, B., 2021, In: Proceedings of Machine Learning Research. 145, p. 197-222 26 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Deep learning 100%
  • Lie groups 82%
  • Learning 81%
  • Regularization 58%
  • Leverage 57%

• Interpretable and Learnable Super-Resolution Time-Frequency Representation

  Balestriero, R., Glotin, H. & Baraniuk, R. G., 2021, In: Proceedings of Machine Learning Research. 145, p. 118-152 35 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Super-resolution 100%
  • Time series analysis 81%
  • Wavelet transforms 60%
  • Uncertainty 41%
  • Filtering 18%

• In vivo labeling and enumeration of circulating tumor cells with a folate-receptor targeted molecular probe

  Pace, J., Ivich, F., Patil, R. A., Madduri, S., Amiji, M. M., Low, P. S. & Niedre, M., 2021, In: Optics InfoBase Conference Papers. OW3E.2.

  Research output: Contribution to journal › Conference article › peer-review

  • Optical instruments 100%
  • Molecular Probe 75%
  • Tumors 65%
  • Labeling 61%
  • Cells 61%

• Lessons Learned From Hybrid Face-to-Face and Virtual Teaching of Various Industrial Engineering Courses During the COVID-19 Pandemic

  Wang, X., Son, C., Sasangohar, F. & Moon, J., Jul 26 2021, In: ASEE Annual Conference and Exposition, Conference Proceedings.

  Research output: Contribution to journal › Conference article › peer-review

• Mathematical formula representation via tree embeddings

  Wang, Z., Lan, A. & Baraniuk, R., 2021, In: CEUR Workshop Proceedings. 2895, p. 121-133 13 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Textbooks 100%
  • Structural properties 86%
  • Semantics 54%
  3 Scopus citations

• Navigating operating procedures in everyday work in a petrochemical facility: A comparative analysis of WAI and WAD

  Mohammed Ashraf, A., Son, C., Peres, S. C. & Sasangohar, F., 2021, In: Proceedings of the Human Factors and Ergonomics Society. 65, 1, p. 623-627 5 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Petrochemicals 100%
  • work environment 15%
  • coding 13%
  • incident 12%
  • worker 9%
  1 Scopus citations

• Predicting Student Intention to Wear a Mask to Avoid Contracting COVID-19

  Zahed, K., Arthur, K., Engler, S., Sasangohar, F., Smallman, R. & Fields, S., 2021, In: Proceedings of the Human Factors and Ergonomics Society. 65, 1, p. 179-183 5 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Masks 100%
  • Students 78%
  • Wear of materials 77%
  • model theory 31%
  • Health 31%
  2 Scopus citations

• Wearing a mask: Compressed representations of variable-length sequences using recurrent neural tangent kernels

  Alemohammad, S., Babaei, H., Balestriero, R., Cheung, M. Y., LeJeune, A. I. H. D., Liu, N., Luzi, L., Tan, J., Wang, Z. & Baraniuk, R. G., 2021, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2021-June, p. 2950-2954 5 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Splines 100%
  • Masks 96%
  • Embeddings (Algorithms) 41%
  • Deep neural networks 33%
  • Principal component analysis 32%
  1 Scopus citations
• 2020

  Analytical probability distributions and exact expectation-maximization for deep generative networks

  Balestriero, R., Paris, S. & Baraniuk, R. G., 2020, In: Advances in Neural Information Processing Systems. 2020-December

  Research output: Contribution to journal › Conference article › peer-review

  • Probability distributions 100%
  • Anomaly detection 54%
  • Sampling 37%
  2 Scopus citations

• Inferring student comprehension from highlighting patterns in digital textbooks: An exploration in an authentic learning platform

  Kim, D. Y. J., Winchell, A., Waters, A. E., Grimaldi, P. J., Baraniuk, R. & Mozer, M. C., 2020, In: CEUR Workshop Proceedings. 2674, p. 67-79 13 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Textbooks 100%
  • Students 59%
  • Sociology 19%
  • Open access 17%
  • Logistics 12%

• MomentumRNN: Integrating momentum into recurrent neural networks

  Nguyen, T. M., Baraniuk, R. G., Bertozzi, A. L., Osher, S. J. & Wang, B., 2020, In: Advances in Neural Information Processing Systems. 2020-December

  Research output: Contribution to journal › Conference article › peer-review

  • Recurrent neural networks 100%
  • Momentum 88%
  • Neural networks 58%
  • Long short-term memory 22%
  • Deep neural networks 18%
  12 Scopus citations

• Quantitative gadolinium chelate-enhanced magnetic resonance imaging of normal endothelial barrier disruption from nanoparticle biophilicity interactions

  Sarin, H., Fung, S. H., Kanevsky, A. S., Wu, H., Wilson, C. M., Vo, H., Auh, S., Glen, D. & Reynolds, R., 2020, In: Materials Today: Proceedings. 45, p. 3795-3799 5 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Dendrimers 100%
  • Gadolinium 80%
  • Biocompatibility 68%
  • Magnetic resonance 57%
  • Dendrimer 55%

• Results and Insights from Diagnostic Questions: The NeurIPS 2020 Education Challenge

  Wang, Z., Lamb, A., Saveliev, E., Cameron, P., Zaykov, Y., Hernández-Lobato, J. M., Turner, R. E., Baraniuk, R. G., Barton, C., Jones, S. P., Woodhead, S. & Zhang, C., 2020, In: Proceedings of Machine Learning Research. 133, p. 191-205 15 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Education 100%
  • Diagnostics 90%
  • Learning 82%
  • Scenarios 41%
  • Personalization 40%
  6 Scopus citations

• The Implicit Regularization of Ordinary Least Squares Ensembles

  LeJeune, D., Javadi, H. & Baraniuk, R. G., 2020, In: Proceedings of Machine Learning Research. 108, p. 3525-3535 11 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Ordinary Least Squares 100%
  • Ensemble 84%
  • Predictors 78%
  • Regularization 73%
  • Subsampling 67%
  14 Scopus citations

• Thresholding Graph Bandits with GrAPL

  LeJeune, D., Dasarathy, G. & Baraniuk, R. G., 2020, In: Proceedings of Machine Learning Research. 108, p. 2476-2485 10 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Thresholding 100%
  • Decision making 59%
  • Bandit Problems 58%
  • Graph structures 50%
  • Decision Making 41%
  2 Scopus citations
• 2019

  A Systems Approach into Unnecessary Admissions and Readmissions in Emergency Departments

  Bonet, S. A. & Sasangohar, F., 2019, In: Proceedings of the Human Factors and Ergonomics Society. 63, 1, p. 782-784 3 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

• Cancer Treatment (CTCT) Promotes Oxidative Stress and Alters Monocyte/ macrophage Biology

  Kotla, S., Zhang, A., Ae Ko, K., Imanishi, M., Mazhar, H., Thomas, T., Gi, Y., Vu, H. T., Krishnan, S., McBeath, E., Lin, S., Kleinerman, E., Schadler, K., Fujiwara, K., Gupte, A. A., Le, N-T., Hamilton, D. J. & Abe, J. I., Dec 2019, In: Free Radical Biology and Medicine. 145, S1, p. S134

  Research output: Contribution to journal › Conference article › peer-review

• Investigating nurses’ preference for drowsy driving mitigation technologies

  Smith, A., McDonald, A. & Sasangohar, F., 2019, In: Proceedings of the Human Factors and Ergonomics Society. 63, 1, p. 723-724 2 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • health information 100%
  • Information technology 84%
  • nurse 74%
  • Health 70%
  • information technology 69%

• Orchestrating through Whirlwind: Identified Challenges and Resilience Factors of Incident Management Teams during Hurricane Harvey

  Son, C., Sasangohar, F., Camille Peres, S., Neville, T. J. & Moon, J., 2019, In: Proceedings of the Human Factors and Ergonomics Society. 63, 1, p. 899-903 5 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Hurricanes 100%
  • resilience 67%
  • incident 64%
  • management 37%
  • micro level 13%

• System Modeling of Telebehavioral Health Resource Allocation

  Hammett, J., McCord, C., Lawley, M. & Sasangohar, F., 2019, In: Proceedings of the Human Factors and Ergonomics Society. 63, 1, p. 785-786 2 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

• The geometry of deep networks: Power diagram subdivision

  Balestriero, R., Cosentino, R., Aazhang, B. & Baraniuk, R. G., 2019, In: Advances in Neural Information Processing Systems. 32

  Research output: Contribution to journal › Conference article › peer-review

  • Splines 100%
  • Neurons 62%
  • Geometry 62%
  • Deep neural networks 33%
  • Chemical analysis 22%
  19 Scopus citations

• Towards Understanding Liminal Fatigue in Nursing

  Flores, J., Larsen, E. P., Rao, A. H. & Sasangohar, F., 2019, In: Proceedings of the Human Factors and Ergonomics Society. 63, 1, p. 1922-1926 5 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Nursing 100%
  • fatigue 87%
  • nursing 60%
  • Fatigue of materials 54%
  • burnout 23%

• Usability Study of the iProvèn BPM-337BT Blood Pressure Monitor and App

  Cote, V., Rao, A. H. & Sasangohar, F., 2019, In: Proceedings of the Human Factors and Ergonomics Society. 63, 1, p. 1910-1914 5 p.

  Research output: Contribution to journal › Conference article › peer-review

  • blood pressure 100%
  • Blood pressure 91%
  • Application programs 70%
  • user interface 46%
  • User interfaces 34%
• 2018

  Commercial spaceflight preparation and extravehicular activities training; thenextgeneration

  Pletser, V., Evetts, S., Vickers, J. & Parazynski, S., 2018, In: Proceedings of the International Astronautical Congress, IAC. 2018-October

  Research output: Contribution to journal › Conference article › peer-review

  • extravehicular activity 100%
  • education 65%
  • preparation 48%
  • pressure suits 26%
  • Buoyancy 19%
  1 Scopus citations
• 2017

  Learned D-AMP: Principled! Neural network based compressive image recovery

  Metzler, C. A., Mousavi, A. & Baraniuk, R. G., 2017, In: Advances in Neural Information Processing Systems. 2017-December, p. 1773-1784 12 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Message passing 100%
  • Recovery 63%
  • Neural networks 56%
  • Network architecture 21%
  • Graphics processing unit 21%
  154 Scopus citations

• Linking Gene Dynamics to Intimal Hyperplasia - A Predictive Model of Vein Graft Adaptation

  Casarin, S., Berceli, S. A. & Garbey, M., 2017, In: Procedia Computer Science. 108, p. 1842-1851 10 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Grafts 100%
  • Genes 72%
  • Gene therapy 22%
  • Surgery 12%
  • Tissue 10%
  2 Scopus citations

• Multiscale Modeling of Surgical Flow in a Large Operating Room Suite: Understanding the Mechanism of Accumulation of Delays in Clinical Practice

  Garbey, M., Joerger, G., Rambourg, J., Dunkin, B. & Bass, B., 2017, In: Procedia Computer Science. 108, p. 1863-1872 10 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Operating rooms 100%
  • Time measurement 13%
  • Sensors 6%
  7 Scopus citations
• 2016

  PIV measurements in a real time controlled model wind turbine wake simulator

  Castillo, R., Wang, Y., Monk, T., Vasquez, S., Pol, S., Ren, B., Swift, A., Hussain, F. & Westergaard, C. H., Oct 3 2016, In: Journal of Physics: Conference Series. 753, 3, 032055.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • wind turbines 100%
  • particle image velocimetry 78%
  • simulators 73%
  • wakes 72%
  • kinematics 47%
  7 Scopus citations
• 2015

  One dimensional acoustic reflection data inversion based on Distorted Born Iterative Method

  Yao, J., Lesage, A. C., Hussain, F. & Kouri, D. J., 2015, In: SEG Technical Program Expanded Abstracts. 34, p. 1472-1478 7 p.

  Research output: Contribution to journal › Conference article › peer-review

  • data inversion 100%
  • Iterative methods 83%
  • acoustics 63%
  • Acoustics 63%
  • inversions 63%
  1 Scopus citations

• Output tracking in first-order time-delay systems: A dynamic control approach

  Ebrahimi, B., Grigoriadis, K., Franchek, M. & Tafreshi, R., Jul 1 2015, In: IFAC-PapersOnLine. 28, 12, p. 269-274 6 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Time delay 100%
  • Fueling 38%
  • Controllers 32%
  • Internal combustion engines 29%
  • Gasoline 28%
  2 Scopus citations

• Progress in characterizing submonolayer island growth: Capture-zone distributions, growth exponents, & hot precursors

  Einstein, T. L., Pimpinelli, A., González, D. L. & Morales-Cifuentes, J. R., Sep 28 2015, In: Journal of Physics: Conference Series. 640, 1, 012024.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • exponents 100%
  • scaling 45%
  • polygons 41%
  • mica 37%
  • proximity 31%
  6 Scopus citations

• Results of the BioASQ tasks of the question answering lab at CLEF 2015

  Balikas, G., Kosmopoulos, A., Krithara, A., Paliouras, G. & Kakadiaris, I., 2015, In: CEUR Workshop Proceedings. 1391

  Research output: Contribution to journal › Conference article › peer-review

  • Semantics 100%
  • Medicine 73%
  3 Scopus citations

• Scattering theory and volterra renormalization for wave modeling in heterogeneous acoustic media

  Yao, J., Lesage, A. C., Hussain, F. & Kouri, D. J., 2015, In: SEG Technical Program Expanded Abstracts. 34, p. 3594-3600 7 p.

  Research output: Contribution to journal › Conference article › peer-review

  • wave modeling 100%
  • Scattering 70%
  • acoustics 61%
  • Acoustics 61%
  • scattering 59%
  5 Scopus citations
• 2014

  Complex nanostructures based on oligonucleotide optical switches and nanoparticles for intracellular mRNA sensing and silencing

  Adinolfi, B., Carpi, S., Giannetti, A., Nieri, P., Pellegrino, M., Sotgiu, G., Tombelli, S., Trono, C., Varchi, G. & Baldini, F., 2014, In: Procedia Engineering. 87, p. 751-754 4 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Oligonucleotides 100%
  • Messenger RNA 94%
  • Optical switches 90%
  • Nanostructures 81%
  • Nanoparticles 66%
  4 Scopus citations

• Field measurements in the wake of a model wind turbine

  Pol, S., Taylor, A., Bilbao, A., Doostalab, A., Novoa, S., Westergaard, C., Hussain, F., Sheng, J., Ren, B., Giesselmann, M., Glauser, M. & Castillo, L., 2014, In: Journal of Physics: Conference Series. 524, 1, 012175.

  Research output: Contribution to journal › Conference article › peer-review

  • wind turbines 100%
  • wakes 72%
  • hubs 47%
  • meteorology 44%
  • towers 44%
  1 Scopus citations

• Quantifying nanoparticle-cell interactions

  Hondow, N., Brown, A., Summers, H. D., Rowan Brown, M., Rees, P., Holton, M. D. & Brydson, R., Aug 1 2014, In: Microscopy and Microanalysis. 20, 3, p. 1300-1301 2 p.

  Research output: Contribution to journal › Conference article › peer-review
  3 Scopus citations