Publications

From the Zoo to the BULLPEN: Sample-Efficient LLM Profiling via Multi-Channel Model Embeddings

Published in Under review, ICLR 2027, 2026

Russell Ro, Qiming Cui, Reza Abbasi-Asl

RECITE: Revising Eligibility Criteria Incorporating Textual Evidence

Published in KDD 2026 (AI4Sciences track), 2026

Russell Ro, Reza Abbasi-Asl

Assessing Biomedical Knowledge Robustness in Large Language Models by Query-Efficient Sampling Attacks

Published in Transactions on Machine Learning Research (TMLR), 2024

Adversarial entity sampling methods for probing medical LLM failure modes under clinical text distributional shifts.

ScanAlert: Electronic Medication Monitor and Reminder to Improve Medical Adherence

Published in 2019 IEEE 9th Annual Computing and Communication Workshop and Conference (CCWC), 2019

Electronic medication monitor and reminder system designed to improve medical adherence.