Mingjie Liu

Assistant Professor, Chemistry, University of Florida

Joined

January 2025

Names

Mingjie Liu (Preferred)

Emails

****@ufl.edu (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Chemistry, University of Florida (ufl.edu)

2022 – Present

Advisors, Relations & Conflicts

Postdoc Advisor

2020 – 2022

PhD Advisor

2010 – 2016

Expertise

Chemistry

Present

Materials Science

Present

Machine Learning

Present

Publications

Inverse Design of Novel Superconductors via Guided Diffusion
Pawan Prakash, Jason B. Gibson, Zhongwei Li, Gabriele Di Gianluca, Juan Esquivel, Eric Fuemmeler, Benjamin Geisler, Adrian Roitberg, Ellad B. Tadmor, Mingjie Liu, Stefano Martiniani, Gregory R. Stewart, James Hamlin, Peter Hirschfeld, Richard Hennig
- AI4Mat-NeurIPS-2025 Spotlight
- Readers: Everyone
MolGuidance: A Comparative Study of Guidance Methods for Conditional Molecule Generation
Cheng Zeng, Jirui Jin, Pawan Prakash, George Karypis, Mark Transtrum, Ellad B. Tadmor, Richard Hennig, Adrian Roitberg, Stefano Martiniani, Mingjie Liu
- GenBio 2025 Poster
- Readers: Everyone
All that structure matches does not glitter
Maya Martirossyan, Thomas Egg, Philipp Höllmer, George Karypis, Mark Transtrum, Adrian Roitberg, Mingjie Liu, Richard Hennig, Ellad B. Tadmor, Stefano Martiniani
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
Open Materials Generation with Stochastic Interpolants
Philipp Höllmer, Thomas Egg, Maya Martirossyan, Eric Fuemmeler, Zeren Shui, Amit Gupta, Pawan Prakash, Adrian Roitberg, Mingjie Liu, George Karypis, Mark Transtrum, Richard Hennig, Ellad B. Tadmor, Stefano Martiniani
- ICML 2025 poster
- Readers: Everyone

Co-Authors