ICML 2025 Workshop FM4LS Submissions

PM1: A Foundation Model Fusing Genotype, Phenotype, and Image for Precision Medicine
ICML 2025 Workshop FM4LS Submission22 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
SHIVER: Somatic Hypermutation Informed Vocabulary Encoder Representations
ICML 2025 Workshop FM4LS Submission20 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
ProteinGPT: Multimodal LLM for Protein Property Prediction and Structure Understanding
ICML 2025 Workshop FM4LS Submission19 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Temporal Representation Learning for Ultrasound Analysis using Masked Modeling
ICML 2025 Workshop FM4LS Submission18 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Transfer Learning of Condition-Specific Perturbation in Gene Interactions: Towards Multi-modal Foundational Modeling of Drug Response
ICML 2025 Workshop FM4LS Submission17 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
DisProtEdit: Exploring Disentangled Representations for Multi-Attribute Protein Editing
ICML 2025 Workshop FM4LS Submission16 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Ibex: Pan-immunoglobulin structure prediction
ICML 2025 Workshop FM4LS Submission15 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Promoter Sequence Generation using Homology Prompting
ICML 2025 Workshop FM4LS Submission14 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Robust Multi-Omics Integration from Incomplete Modalities Significantly Improves Prediction of Alzheimer’s Disease
ICML 2025 Workshop FM4LS Submission13 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Cell-Type-Aware Pooling for Robust Sample Classification in Single-Cell RNA-seq Data
ICML 2025 Workshop FM4LS Submission12 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Benchmarking Vision-Language Contrastive Methods for Medical Representation Learning
ICML 2025 Workshop FM4LS Submission11 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
An Interventional Framework of Multimodal Epigenomic Regulation for Gene Expression Prediction
ICML 2025 Workshop FM4LS Submission10 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Closing the gap between the biology and the clinic with a foundation model of immunology and inflammation
ICML 2025 Workshop FM4LS Submission8 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Integrating Pathology Foundation Models and Spatial Transcriptomics for Cellular Decomposition from Histology Images
ICML 2025 Workshop FM4LS Submission7 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
KD-CPT: A Knowledge-Driven Cellular Phenotypic Transdifferentiation Model
ICML 2025 Workshop FM4LS Submission6 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Describe Anything in Medical Images
ICML 2025 Workshop FM4LS Submission5 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
From Vision to Graph Self-Supervised Learning in Digital Pathology
ICML 2025 Workshop FM4LS Submission4 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Multi-Modal Interpretable Graph for Competing Risk Prediction with Electronic Health Records
ICML 2025 Workshop FM4LS Submission3 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Multi-Objective-Guided Discrete Flow Matching for Controllable Biological Sequence Design
ICML 2025 Workshop FM4LS Submission2 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Towards foundation models that learn across biological scales
ICML 2025 Workshop FM4LS Submission1 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone