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

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

Case-level Prediction of Motion Outcomes in Civil Litigation
2021
Devin J McConnell, Derek C Aguiar, James Zhu, Sachin S Pandya
Research Type: Conference Proceedings

Combinatorial and statistical prediction of gene expression from haplotype sequence
2020
Derek Cole Aguiar, Pinar Demetci, Berk A Alpay, Sorin Istrail
Research Type: Conference Proceedings

Tumor haplotype assembly algorithms for cancer genomics
2014
Derek Aguiar, Sorin Istrail, Wendy SW Wong
Research Type: Conference Proceedings

Tractatus: An Exact and Subquadratic Algorithm for Inferring Identical-by-Descent Multi-shared Haplotype Tracts.
2014
Eric M Morrow, Sorin Istrail, Derek Aguiar
Research Type: Conference Proceedings

The Clark phase-able sample size problem: long-range phasing and loss of heterozygosity in GWAS
2010
Ryan Tarpine, Sorin Istrail, Bjarni V Halld\'orsson$^*$, Derek Aguiar$^*$
Research Type: Conference Proceedings

A Probabilistic Model for Allele Specific Expression and X-inactivation Mosaicism
Derek C Aguiar, Marjan Hosseini, Chandra Sekhar Dronavajjala
Research Type: Conference Proceedings

The Benefits of Multiple Teachers: Distributed Knowledge Distillation with Partial Information
Aaron Palmer, Derek C Aguiar, Jieren Deng
Research Type: Conference Proceedings

SMOOTH AND STEPWISE SELF-DISTILLATION FOR OBJECT DETECTION
Jieren Deng, Hao Tian, Derek C Aguiar, Xin Zhou
Research Type: Conference Proceedings

GBSD: Generative Bokeh with Stage Diffusion
Derek C Aguiar, Jieren Deng
Research Type: Conference Proceedings

Autoregressive Modeling of Utility Customer Outages with Deep Neural Networks
Kingsley Udeh, Derek C Aguiar, Diego Cerrai, Emmanouil N Anagnostou, David Wanik
Research Type: Conference Proceedings

Novel Function Annotation Tool Revealed Obesity-Induced Inflammation is Exacerbated by miR-150 Regulated B Cell Receptor Signaling
Beiyan Zhou, Derek C Aguiar, Lili Qu, Ivy Li, Keaton Karlinsey, Alyssa J Matz, Anthony T Vella
Research Type: Conference Proceedings

Improving Opioid Use Disorder Risk Modelling through Behavioral and Genetic Feature Integration
Devin McConnell, Sybille Legitime, Derek C Aguiar, Kaustubh Prabhu, Bing Wang, Dipak Dey
Research Type: Conference Proceedings