Mingxuan Li

Researcher, Sanofi

Joined

February 2023

Names

Mingxuan Li (Preferred)

Emails

****@pitt.edu (Confirmed)

,

****@sanofi.com (Confirmed)

Personal Links

Career & Education History

Researcher

Sanofi (sanofi.com)

2025 – Present

PhD student

University of Pittsburgh (pitt.edu)

2020 – 2025

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Foundation Models as Physical Priors: Decoupling Geometric Reasoning from Small-Molecule Solubility Prediction
Jonathan Broadbent, Michael Bailey, Mingxuan Li, Abhishek Paul, Louis de Lescure, Paul Chauvin, Lorenzo Kogler Anele, Yasser Jangjou, Sven Jager
- ICLR 2026 Workshop FM4Science Poster
- Readers: Everyone
Solvaformer: Minimizing Geometric Redundancy for Scalable Solubility Prediction
Jonathan Broadbent, Michael Bailey, Mingxuan Li, Abhishek Paul, Louis de Lescure, Paul Chauvin, Lorenzo Kogler Anele, Yasser Jangjou, Sven Jager
- ICLR 2026 Workshop GRaM Poster
- Readers: Everyone
Solvaformer: Unified Geometric Learning for Solubility-Aware Automated Synthesis
Jonathan Broadbent, Michael Bailey, Mingxuan Li, Abhishek Paul, Louis de Lescure, Paul Chauvin, Lorenzo Kogler Anele, Yasser Jangjou, Sven Jager
- AI4Mat-ICLR-2026 Poster
- Readers: Everyone
CHROMA: Conversational Human-Readable Optical Multilayer Assembly for Natural Language-Driven Inverse Design of Structural Coloration
Mingxuan Li, Jungtaek Kim, Oliver Hinder, Paul Leu
- AI4Mat-NeurIPS-2025 Poster
- Readers: Everyone
Discovering Multi-Layer Films for Electromagnetic Interference Shielding and Passive Cooling with Multi-Objective Active Learning
Mingxuan Li, Jungtaek Kim, Paul Leu
- AI4Mat-NeurIPS-2024
- Readers: Everyone
Datasets and Benchmarks for Nanophotonic Structure and Parametric Design Simulations
Jungtaek Kim, Mingxuan Li, Oliver Hinder, Paul Leu
- NeurIPS 2023 Datasets and Benchmarks Poster
- Readers: Everyone

Co-Authors