publications

2026

1. 

   Inverted Detection and Control in Steering Vectors

   Max Torop, Aria Masoomi, and Jennifer Dy

   NeurIPS, 2026

   arXiv

2025

1. 

   DISCO: Disentangled Communication Steering for Large Language Models

   Max Torop, Aria Masoomi, Masih Eskandar, and 1 more author

   In NeurIPS, 2025

   arXiv Code

2. 

   Axiomatic Explainer Globalness via Optimal Transport

   Davin Hill, Joshua Bone, Aria Masoomi, and 2 more authors

   In AISTATS, 2025

   arXiv Bib Code

   @inproceedings{hill2025axiomatic,
     title = {Axiomatic Explainer Globalness via Optimal Transport},
     author = {Hill, Davin and Bone, Joshua and Masoomi, Aria and Torop, Max and Dy, Jennifer},
     booktitle = {AISTATS},
     pages = {1351--1359},
     year = {2025},
     organization = {PMLR},
   }

2024

1. 

   Boundary-Aware Uncertainty for Feature Attribution Explainers

   Davin Hill, Aria Masoomi, Max Torop, and 2 more authors

   In AISTATS, 2024

   arXiv Code Poster

2023

1. 

   Deep learning utilizing suboptimal spirometry data to improve lung function and mortality prediction in the UK Biobank

   Davin Hill, Max Torop, Aria Masoomi, and 8 more authors

   medRxiv, 2023

   HTML

2. 

   SmoothHess: ReLU Network Feature Interactions via Stein’s Lemma

   Max Torop, Aria Masoomi, Davin Hill, and 3 more authors

   In NeurIPS, 2023

   arXiv Code Poster

2021

1. 

   Unsupervised Approaches for Out-Of-Distribution Dermoscopic Lesion Detection

   Max Torop, Sandesh Ghimire, Wenqian Liu, and 5 more authors

   NeurIPS Medical Imaging Meets NeurIPS Workshop, 2021

   arXiv

2020

1. 

   Deep learning using a biophysical model for robust and accelerated reconstruction of quantitative, artifact-free and denoised images

   Max Torop, Satya VVN Kothapalli, Yu Sun, and 4 more authors

   Magnetic Resonance in Medicine, 2020

   arXiv Code