Arash

Arash

he/him

MSc Computer Science student researching machine learning, LLMs, and AI fairness. Research Assistant at the Vector Institute.

Publications

2026

Quantifying Metric and Model Agreement in Bias Evaluation of Large Language Models
The 64th Annual Meeting of the Association for Computational Linguistics (ACL)
[ paper]
Improving Classification of Cell Types in Acute Myeloid Leukemia with Self-guided Masking
Preprint
[ paper]

2025

MedPerturbing LLMs: A Comparative Study of Toxicity, Prompt Tuning, and Jailbreaks in Medical QA
Proceedings of the AAAI Symposium Series
[ paper]
From Bias to Breakdown: Benchmarking Failure Mode Analysis of Single-cell RNA Sequencing Foundation Models in Acute Myeloid Leukemia
Proceedings of the AAAI Symposium Series
[ paper]
Predicting the understandability of computational notebooks through code metrics analysis
Empirical Software Engineering
[ paper]
Algorithms Trained on Normal Chest X-rays Can Predict Health Insurance Types
arXiv preprint
[ paper]

2024

DistilKaggle: a distilled dataset of Kaggle Jupyter notebooks
Proceedings of the 21st International Conference on Mining Software Repositories
[ paper]