ICML 2025 Workshop FM4LS Submissions

NextGenPLM: A Novel Structure-Infused Foundational Protein Language Model for Antibody Discovery and Optimization
ICML 2025 Workshop FM4LS Submission48 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Challenges and Guidelines in Deep Generative Protein Design: Four Case Studies
ICML 2025 Workshop FM4LS Submission47 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
ATOMICA: Learning Universal Representations of Intermolecular Interactions
ICML 2025 Workshop FM4LS Submission46 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
H&Enium, Applying Foundation Models to Computational Pathology and Spatial Transcriptomics to Learn an Aligned Latent Space
ICML 2025 Workshop FM4LS Submission45 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Joint Diffusion Sampling via Positive-Unlabeled Guidance for Multi-Modal Data
ICML 2025 Workshop FM4LS Submission44 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Conditional Normalizing Flows for the Design of T Cell Therapies
ICML 2025 Workshop FM4LS Submission43 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Enriched Instruction-Following Graph Alignment for Efficient Medical Vision-Language Models
ICML 2025 Workshop FM4LS Submission42 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
MiST: Understanding the Role of Mid-Stage Scientific Training in Developing Chemical Reasoning Models
ICML 2025 Workshop FM4LS Submission41 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Molecularly informed analysis of histopathology images using natural language
ICML 2025 Workshop FM4LS Submission40 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Evaluating Multi-Modal Models for Enzyme-Reaction Retrieval
ICML 2025 Workshop FM4LS Submission39 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Leveraging the Structure of Medical Data for Improved Representation Learning
ICML 2025 Workshop FM4LS Submission38 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
AnnoDPO: Protein Functional Annotation Learning with Direct Preference Optimization
ICML 2025 Workshop FM4LS Submission37 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Stabilizing protein fitness predictors via the PCS framework
ICML 2025 Workshop FM4LS Submission35 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Segmentation Helps Understanding: Mask-Infused Vision-Language Pre-training for 3D Medical Images
ICML 2025 Workshop FM4LS Submission34 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Transferring Cell-level Drug Response to Patient via Tumor Heterogeneity-Aware Alignment and Gene-level Foundational Models
ICML 2025 Workshop FM4LS Submission33 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Multimodal Modeling of CRISPR-Cas12 Activity Using Foundation Models and Chromatin Accessibility Data
ICML 2025 Workshop FM4LS Submission32 Authors
- Published: 12 Jul 2025, Last Modified: 17 Aug 2025
- FM4LS 2025
- Readers: Everyone
DeepSeq: High-Throughput Single-Cell RNA Sequencing Data Labeling via Web Search-Augmented Agentic Generative AI Foundation Models
ICML 2025 Workshop FM4LS Submission31 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
BioLangFusion: Multimodal Fusion of DNA, mRNA, and Protein Language Models
ICML 2025 Workshop FM4LS Submission30 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
AIDO.Tissue: Spatial Cell-Guided Pretraining for Scalable Spatial Transcriptomics Foundation Model
ICML 2025 Workshop FM4LS Submission29 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Retrieval Augmented Protein Language Models for Protein Structure Prediction
ICML 2025 Workshop FM4LS Submission28 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
TRIDENT: Tri-Modal Molecular Representation Learning with Taxonomic Annotations and Local Correspondence
ICML 2025 Workshop FM4LS Submission27 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Learning Diffusion Models with Flexible Representation Guidance
ICML 2025 Workshop FM4LS Submission26 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
A Foundation Model for Mass Spectrometry Proteomics
ICML 2025 Workshop FM4LS Submission25 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
3D-SBDD meets LLM: Towards FDA-Level Drug Design
ICML 2025 Workshop FM4LS Submission24 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Multimillion cell self-supervised representation learning enables organ-scale tissue niche discovery
ICML 2025 Workshop FM4LS Submission23 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone