Publications

29 results for Joseph Morrone

MAMMAL - Molecular Aligned Multi-Modal Architecture and Language
- - Yoel Shoshan
  - Moshiko Raboh
  - et al.
- 2026
- NPJ Drug Discov.
Paper
Principled Latent-Variable Modeling Enables Efficient Conditional Molecular Design
- - Partha Suryanarayanan
  - Bc Kwon
  - et al.
- 2026
- ACS Spring 2026
Talk
Embedding billion-scale molecule databases in generative model latent space enables efficient search for accessible surrogates
- - Tim Rumbell
  - Shruti Murarka
  - et al.
- 2026
- ACS Spring 2026
Poster
STAR-VAE: Latent Variable Transformers for Scalable and Controllable Molecular Generation
- - Bc Kwon
  - Ben Shapira
  - et al.
- 2026
- AAAI 2026
Workshop paper
A Discrete Diffusion Model for de novo Molecular Generation with Continuous Property Guidance
- - Partha Suryanarayanan
  - Shreyans Sethi
  - et al.
- 2025
- ACS Fall 2025
Talk
Multimodal Molecular Representation Learning for Small Molecule Drug Discovery - Pretraining and Early Fusion Architectures
- - Partha Suryanarayanan
  - Shreyans Sethi
  - et al.
- 2024
- ACS Fall 2024
Talk
Towards accelerating small molecule drug discovery with pre-trained, late fusion multi-view models
- - Joseph Morrone
  - Diwakar Mahajan
  - et al.
- 2024
- ACS Fall 2024
Talk
SPARK: Harnessing Human-Centered Workflows with Biomedical Foundation Models for Drug Discovery
- - Bc Kwon
  - Simona Rabinovici-Cohen
  - et al.
- 2024
- IJCAI 2024
Demo paper
Optimizing CAR T cell design using quantum convolutional neural networks
- - Sara Capponi
  - Kahn Rhrissorrakrai
  - et al.
- 2024
- ISMB 2024
Talk
Unsupervised and supervised AI on molecular dynamics simulations reveals complex characteristics of HLA-A2-peptide immunogenicity
- - Jeffrey K Weber
  - Joseph A Morrone
  - et al.
- 2024
- Briefings in Bioinformatics
Paper