About me

I am a PhD student in the Department of Computer Science at the University of Maryland, College Park. Currently, I am advised by Dr. Heng Huang. My research interests are in the areas of machine learning and computer vision. I am particularly interested in developing efficient and robust deep learning models for visual recognition tasks. Prior to joining UMD, I received my B.Sc. in Computer Engineering from Sharif University of Technology. I also worked in the industry as a Data Scientist for two years.

Research Highlights

Dementia Severity Classification under Small Sample Size and Weak Supervision in Thick Slice MRI

Reza Shirkavand, Sana Ayromlou, Soroush Farghadani, Maedeh-sadat Tahaei, Fattane Pourakpour, Bahareh Siahlou, Zeynab Khodakarami, Mohammad H Rohban, Mansoor Fatehi, Hamid R Rabiee

Paper , Code

Incomplete Multimodal Learning for Complex Brain Disorders Prediction

Reza Shirkavand, Liang Zhan, Heng Huang, Li Shen, Paul M Thompson

Paper , Code

Deep Prompt Tuning for Graph Transformers

Reza Shirkavand, Heng Huang

Paper , Code