Rui Liao

Principal Researcher, Johnson and Johnson

Joined

June 2024

Names

Rui Liao (Preferred)

Emails

****@its.jnj.com (Confirmed)

Personal Links

Career & Education History

Principal Researcher

Johnson and Johnson (its.jnj.com)

2004 – Present

Advisors, Relations & Conflicts

Coauthor

2010 – 2018

Expertise

Computer Vision for Drug Discovery and Design

Present

Image Registration and Image-guided Therapy

Present

Publications

GRAM-DTI: Adaptive Multimodal Representation Learning for Drug–Target Interaction Prediction
Feng Jiang, Amina Mollaysa, Hehuan Ma, Yuzhi Guo, Tommaso Mansi, Junzhou Huang, Mangal Prakash, Rui Liao
- ICLR 2026 Poster
- Readers: Everyone
Latent Space Codon Optimization Maximizes Protein Expression
Artem Moskalev, Mangal Prakash, Tianyu Cui, Bo Zhai, Tommaso Mansi, Hirsh Nanda, Rui Liao
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
BioBO: Biology-informed Bayesian Optimization for Perturbation Design
Yanke Li, Tianyu Cui, Tommaso Mansi, Mangal Prakash, Rui Liao
- ICLR 2026 Poster
- Readers: Everyone
HyperHELM: Hyperbolic Hierarchy Encoding for mRNA Language Modeling
Max van Spengler, Artem Moskalev, Tommaso Mansi, Mangal Prakash, Rui Liao
- Submitted to ICLR 2026
- Readers: Everyone
GRAM-DTI: Adaptive Multimodal Representation Learning for Drug–Target Interaction Prediction
Feng Jiang, Amina Mollaysa, Hehuan Ma, Tommaso Mansi, Junzhou Huang, Mangal Prakash, Rui Liao
- NeurIPS 2025 2nd Workshop FM4LS Poster
- Readers: Everyone
HiBio-ST: A Hierarchical Multimodal Foundation Model with Biological Prior Anchors for Spatial Transcriptomics
Junchao Zhu, Azim Dehghani Amirabad, Pushpak Pati, Walid Abdelmoula, Tommaso Mansi, Rui Liao
- Submitted to ICLR 2026
- Readers: Everyone
BioBO: Biology-informed Bayesian Optimization for Perturbation Design
Yanke Li, Tianyu Cui, Tommaso Mansi, Mangal Prakash, Rui Liao
- SPIGM @ NeurIPS
- Readers: Everyone
HyperHELM: Hyperbolic Hierarchy Encoding for mRNA Language Modeling
Max van Spengler, Artem Moskalev, Tommaso Mansi, Mangal Prakash, Rui Liao
- NEGEL 2025 Poster
- Readers: Everyone
TRIDENT: Tri-Modal Molecular Representation Learning with Taxonomic Annotations and Local Correspondence
Feng Jiang, Mangal Prakash, Hehuan Ma, Jianyuan Deng, Yuzhi Guo, Amina Mollaysa, Tommaso Mansi, Rui Liao, Junzhou Huang
- NeurIPS 2025 spotlight
- Readers: Everyone
HARMONY: A Multi-Representation Framework for RNA Property Prediction
Junjie Xu, Artem Moskalev, Tommaso Mansi, Mangal Prakash, Rui Liao
- ICLR 2025 Workshop LMRL Withdrawn Submission
- Readers: Everyone

View all 23 publications

Co-Authors