Headshot of Salman Rahman

Salman Rahman

I am a CS PhD student at UCLA working with Professor Saadia Gabriel NLP lab. Before that I was a Research Assistant at NYU and worked with MARS lab and NYU Alignment group.

My research interests include (i) the responsible development of LLMs and (ii) scalable oversight of LLMs to reliably evaluate their outputs on complex tasks in multi-agent learning settings.

Selected Papers

Understanding Disparities in Post Hoc Machine Learning Explanation
Vishwali Mhasawade, Salman Rahman, Zoe Haskell-Craig, Rumi Chunara
FAccT 2024

Generalization in Healthcare AI: Evaluation of a Clinical Large Language Model
Salman Rahman, Lavender Yao Jiang, Saadia Gabriel, Yindalon Aphinyanaphongs, Eric Karl Oermann, Rumi Chunara
arXiv 2024

Utilizing Big Data Without Domain Knowledge Impacts Public Health Decision-Making
Miao Zhang, Salman Rahman, Vishwali Mhasawade, Rumi Chunara
PNAS 2024

Improving Spatial Agreement in Machine Learning-based Landslide Susceptibility Mapping
Mohammed Sarfaraz Gani Adnan, Salman Rahman, Nahian Ahmed, Bayes Ahmed, Md. Fazleh Rabbi, Rashedur M. Rahman
Remote Sensing 2020


Others

Internship. Intern at Apple multimodal team in Summer 2024.

Guest Lecturer. Introduction to Large Language Model, NYU CS-GY 9223.

UCLA NLP Seminar. I help organize UCLA NLP Seminar Series, stay tuned!