Ashkan Shahbazi

PhD Candidate · Vanderbilt University · Machine Learning · LLMs · Optimal Transport

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Vanderbilt University Nashville, TN ashkan.shahbazi@vanderbilt.edu

I’m a computer science PhD candidate at Vanderbilt University, advised by Prof. Soheil Kolouri. My research focuses on large language models, attention mechanisms and transformers, geometric deep learning, and computational optimal transport. I’m particularly interested in designing efficient geometric priors that make LLMs and vision–language models both more expressive and resource-efficient.

Before joining Vanderbilt, I earned my B.S. in Biomedical Engineering from Amirkabir University of Technology.

news

Jul 06, 2025 📄 Our latest preprint, “Neural‑Augmented Kelvinlet: Real‑Time Soft Tissue Deformation with Multiple Graspers,” is now online!
Apr 01, 2025 🎉 Our paper “ESPFormer: Doubly Stochastic Attention With Expected Sliced Transport Plans” has been accepted to ICML 2025!

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