Jose Lugo-Martinez

Assistant Professor, Computational Biology Department, CMU, Carnegie Mellon University

Joined

February 2024

Names

Jose Lugo-Martinez (Preferred)

Emails

****@andrew.cmu.edu (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Computational Biology Department, CMU, Carnegie Mellon University (andrew.cmu.edu)

2022 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Understanding Deterministic Diffusion through Reverse Transition Kernels
Adrita Das, Peiran Jiang, Dantong Zhu, Barnabas Poczos, Jose Lugo-Martinez
- ICLR 2026 DeLTa Workshop Poster
- Readers: Everyone
Machine learning-guided design of biomolecular condensates in an automated laboratory
Peiran Jiang, Weifeng Wu, Simran Sodhi, Huaiying Zhang, Jose Lugo-Martinez
- GEM 2026
- Readers: Everyone
Design of phase-separating biosystem via joint diffusion and positive-unlabeled guidance
Peiran Jiang, Adrita Das, Weifeng Wu, Simran Sodhi, Huaiying Zhang, Jose Lugo-Martinez
- GEM 2026
- Readers: Everyone
OpenPhase: Condition-Aware Exploration of Multicomponent Biosystem Phase-Separating Behavior
Peiran Jiang, Adrita Das, Weifeng Wu, Dantong Zhu, Huaiying Zhang, Jose Lugo-Martinez
- Submitted to ICLR 2026
- Readers: Everyone
State-Space Architectures for Scalable Diffusion-based 3D Molecule Generation
Adrita Das, Peiran Jiang, Dantong Zhu, Barnabas Poczos, Jose Lugo-Martinez
- SPIGM @ NeurIPS
- Readers: Everyone

Co-Authors