Jennifer Dy

Northeastern University — United States

Computer Science · Physical Sciences

54h-index13.2kcitations351works0.92yr avg
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Research Topics

Face and Expression Recognition(32), Cell Image Analysis Techniques(31), Chronic Obstructive Pulmonary Disease (COPD) Research(29), Domain Adaptation and Few-Shot Learning(28), Cutaneous Melanoma Detection and Management(26)

Publications348 total

LVT: Large-Scale Scene Reconstruction via Local View Transformers
2025Open Access
On the Role of Calibration in Benchmarking Algorithmic Fairness for Skin Cancer Detection
The Journal of Machine Learning for Biomedical Imaging·2025Open Access
H-SPLID: HSIC-based Saliency Preserving Latent Information Decomposition
arXiv (Cornell University)·2025Open Access
DISCO: Disentangled Communication Steering for Large Language Models
arXiv (Cornell University)·2025Open Access
Grounding Multimodal Large Language Models with Quantitative Skin Attributes: A Retrieval Study
arXiv (Cornell University)·2025Open Access
0123 Predicting malignancy in longitudinally monitored skin lesions with ai
Journal of Investigative Dermatology·2025Open Access
Structured variation in daily life experience within and across individuals
2025Open Access
OrdShap: Feature Position Importance for Sequential Black-Box Models
arXiv (Cornell University)·2025Open Access
Deep Learning of Suboptimal Spirometry to Predict Respiratory Outcomes and Mortality
2025· 1 citedOpen Access
Author Correction: Context-aware experience sampling reveals the scale of variation in affective experience
UNC Libraries·2025Open Access
Context-aware experience sampling reveals the scale of variation in affective experience
UNC Libraries·2025Open Access
Role of CT-quantified Local Histogram Emphysema Patterns in Disease Clustering and COPD Outcomes
American Journal of Respiratory and Critical Care Medicine·2025
STAR: Stability-Inducing Weight Perturbation for Continual Learning
arXiv (Cornell University)·2025Open Access
Towards high-accuracy bacterial taxonomy identification using phenotypic single-cell Raman spectroscopy data
ISME Communications·2025· 3 citedOpen Access
Linear-Time Demonstration Selection for In-Context Learning via Gradient Estimation
2025Open Access
Polygenic and transcriptional risk scores identify chronic obstructive pulmonary disease subtypes in the COPDGene and ECLIPSE cohort studies
EBioMedicine·2024· 1 citedOpen Access
Axiomatic Explainer Globalness via Optimal Transport
arXiv (Cornell University)·2024Open Access
Polygenic and transcriptional risk scores identify chronic obstructive pulmonary disease subtypes
2024Open Access
Towards Visually Interpreting Variational Autoencoders
2024Open Access
Blood-based Transcriptomic and Proteomic Biomarkers of Emphysema
2024
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Frequent Co-authors

Stratis Ioannidis(10), Elizabeth A. Regan(8), Edwin K. Silverman(7), Kaushik Chowdhury(6), James D. Crapo(6), Craig P. Hersh(6), Carla E. Brodley(5), Deniz Erdoğmuş(5), Paolo Bonato(5), Zifeng Wang(5), Yale Chang(5), Nasim Soltani(5), Barry J. Make(5), John E. Hokanson(5), Michael H. Cho(5), Peter J. Castaldi(5), James M. Brown(4), J. Peter Campbell(4), Susan Ostmo(4), Jayashree Kalpathy–Cramer(4)