Matthew Xie

Undergrad student, Statistics, University of Toronto

Joined

February 2025

Names

Matthew Xie (Preferred)

Emails

****@mail.utoronto.ca (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Undergrad student

Statistics, University of Toronto (utoronto.ca)

2021 – Present

Advisors, Relations & Conflicts

Coauthor

2024 – Present

Coauthor

2024 – Present

Expertise

Large Language Models

,

Computer Vision

,

Deep Learning

,

Statistics

2021 – Present

Publications

Probing Functional Plasticity in Peptide–Protein Interaction with Minimal Data
Pouriya Bayat, Spencer Perkins, Sebastian Clancy, Sahil Swapnesh Patel, Richard Fei Yin, Krištof Bozovičar, Idorenyin IWE, Serena Singh, Sepehr Bayat, Vivian White, Matthew Xie, Sean Palter, Mohammad Simchi, Ilan Yaniv Zeisler, Keith Pardee
- AI4D3 2025 Spotlight
- Readers: Everyone
From Minimal Data To Maximal Insight: A Machine Learning Guided Platform For Peptide Discovery
Pouriya Bayat, Spencer Perkins, Sebastian Clancy, Sahil Swapnesh Patel, Richard Fei Yin, Krištof Bozovičar, Idorenyin IWE, Mohammad Simchi, Ilan Yaniv Zeisler, Serena Singh, Vivian White, Matthew Xie, Sean Palter, Keith Pardee
- GEM
- Readers: Everyone
Assessing Quantization and Efficient Fine-Tuning for Protein Language Models
Sebastian Clancy, Ilan Yaniv Zeisler, Pouriya Bayat, Matthew Xie, Vivian White, Spencer Perkins, Sepehr Bayat, Keith Pardee
- GEM
- Readers: Everyone

Co-Authors