Derek Cole Aguiar
Associate Professor/Computing

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Scholarly Contributions

60 Scholarly Contributions

20
Journal Articles
16
Conference Proceedings
13
Poster/Presentations
6
Other Scholarly Works
3
Teaching Materialss
2
Book Chapters
Distilling Adversarial Robustness Using Heterogeneous Teachers
2025
Rigel Mahmood, Derek C Aguiar, Jinbo Bi, Ethan Rathbun, Kaleel Mahmood, Aaron Palmer, Jieren Deng
Research Type: Conference Proceedings

Certifying Adapters: Enabling and Enhancing the Certification of Classifier Adversarial Robustness
2025
Jinbo Bi, Derek Aguiar, Xin Zhou, Aaron Palmer, Jieren Deng, Yuan Hong, Hanbin Hong, Kaleel Mahmood
Research Type: Conference Proceedings

Trends and Barriers of Medication Treatment for Opioid Use Disorders: A Systematic Review and Meta-Analysis
2025
Abigail Leander, Beth S. Russell, Adrian V. Hernandez, Xiaomei S. Cong, Ofer Harel, Derek Aguiar, Nathaniel Rickles, Morica Hutchison
Research Type: Journal Article

https://dx.doi.org/10.1177/00220426231204841
Bayesian Reconstruction and Differential Testing of Excised Introns
2025
Marjan Hosseini, Devin McConnell, Derek Cole Aguiar
Research Type: Journal Article

Curriculum Design and Improvement: Integrating AI Concepts and Societal Problems in a Secondary Science Module.
2024
Yue Bai, J Corricelli, Megan Staples, S Legitime, David Campbell, Derek Cole Aguiar
Research Type: Poster/Presentation

Auto-Encoding Goodness of Fit
2023
Zhiyi Chi, Jinbo Bi, Aaron Palmer, Derek Cole Aguiar
Research Type: Conference Proceedings

Deep statistical modelling of nanopore sequencing translocation times reveals latent non-B DNA structures
2023
Venkata Patchigolla, Patrick GS Grady, Zhiyi Chi, Aaron Palmer, Jinbo Bi, Rachel J O'Neill, Marjan Hosseini, William Manka, Derek C Aguiar
Research Type: Conference Proceedings

Interpretable fake news detection with topic and deep variational models
2023
Alireza Javadian Sabet, Suining He, Marjan Hosseini, Derek Aguiar
Research Type: Journal Article

Trends and Barriers of Medication Treatment for Opioid Use Disorders: A Systematic Review and Meta-Analysis.
2023
N. Rickles, Derek C Aguiar, O. Harel, M. Hutchison, X. S. Cong, A. Leander, B. S. Russell, A. V. Hernandez
Research Type: Journal Article

Smooth and Stepwise Self-Distillation for Object Detection
2023
Derek Aguiar, Hao Tian, Zhihong Pan, Xin Zhou, Jieren Deng
Research Type: Journal Article

A globally optimal algorithm for computing maximum likelihood haplotype phasings: expo-posynomial optimization by graph homomorphism
2023
Douglas McErlean$^*$, Sorin Istrail, Derek Aguiar$^*$
Research Type: Other Scholarly Work

Haplotype Assembly and Phasing Unification
2023
Derek Aguiar, Marjan Hosseini
Research Type: Other Scholarly Work

Supervised Bayesian Nonparametric Clustering
2023
Derek Aguiar, Jinbo Bi, Zhiyi Chi, Aaron Palmer
Research Type: Other Scholarly Work

The fragmentation coagulation process haplotype cluster graph model
2023
Yee Whye Teh, Derek Aguiar, Lloyd T. Elliott, Aaron Palmer, Genna Gliner, Barbara E. Engelhardt, Marjan Hosseini
Research Type: Other Scholarly Work

Deep statistical modelling of nanopore sequencing reveals latent non-B DNA structures
2023
Derek C Aguiar
Research Type: Poster/Presentation

Evaluating molecular fingerprint-based models of drug side effects against a statistical control
2022
Mark Gosink, Berk A Alpay, Derek Aguiar
Research Type: Journal Article

AtheroSpectrum Reveals Novel Macrophage Foam Cell gene Signatures Associated with Atherosclerotic Cardiovascular Disease Risk
2022
Stephen S Rich, Ani W Manichaikul, Alyssa J Matz$^*$, others, Yongmei Liu, Derek Aguiar, Patrick A Murphy, David M Herrington, David Vu, Chuan Li$^*$, Lili Qu$^*$
Research Type: Journal Article

Drug side effect prediction models benefit only marginally from chemical fingerprints
2022
Berk Alpay, Mark Gosink, Derek C Aguiar
Research Type: Journal Article

An Update on our SMARTAI Education Module.
2022
Derek C Aguiar
Research Type: Poster/Presentation

Artificial Intelligence in Law
2022
Derek C Aguiar
Research Type: Poster/Presentation