ICML 2025 Workshop FM4LS Submissions

GeneChat: A Multi-Modal Large Language Model for Gene Function Prediction
ICML 2025 Workshop FM4LS Submission76 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
A Multi-Modal Large Language Model for Free-Form, Open-Ended, and Interactive Prediction of Properties and Mechanisms of Candidate Drug Molecules
ICML 2025 Workshop FM4LS Submission74 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
ProteinAligner: A Tri-Modal Contrastive Learning Framework for Protein Representation Learning
ICML 2025 Workshop FM4LS Submission73 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Multi-Modal Large Language Model Enables Protein Function Prediction
ICML 2025 Workshop FM4LS Submission72 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
A Look at the Isotropy of Pretrained Protein Language Models
ICML 2025 Workshop FM4LS Submission70 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
SOAPIA: Siamese-Guided Generation of Off Target-Avoiding Protein Interactions with High Target Affinity
ICML 2025 Workshop FM4LS Submission69 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Unified Representation of Genomic and Biomedical Concepts through Multi-Task, Multi-Source Contrastive Learning
ICML 2025 Workshop FM4LS Submission68 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
A Genomic Language Model for Zero-Shot Prediction of Promoter Indel Effects
ICML 2025 Workshop FM4LS Submission67 Authors
- Published: 12 Jul 2025, Last Modified: 20 Jul 2025
- FM4LS 2025
- Readers: Everyone
HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification
ICML 2025 Workshop FM4LS Submission66 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
TICA-Based Free Energy Matching for Machine-Learned Molecular Dynamics
ICML 2025 Workshop FM4LS Submission65 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Multi-Modal Medical Image Augmentation for Controlled Heterogeneity and Fair Outcomes
ICML 2025 Workshop FM4LS Submission64 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Towards functional annotation with latent protein language model features
ICML 2025 Workshop FM4LS Submission63 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Multimodal Benchmarking of Foundation Model Representations for Cellular Perturbation Response Prediction
ICML 2025 Workshop FM4LS Submission62 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Knowledge Graph-Augmented DNA Representation Learning
ICML 2025 Workshop FM4LS Submission61 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Multi-Objective-Guided Generative Design of mRNA with Therapeutic Properties
ICML 2025 Workshop FM4LS Submission60 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
SYNAPSE: A Multi-Modal Framework for Interpretable Neural Decoding Using Vision-Language Foundation Models
ICML 2025 Workshop FM4LS Submission59 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Uncertainty-Aware Discrete Diffusion Improves Protein Design
ICML 2025 Workshop FM4LS Submission58 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Self-Supervised Representation Learning for Microbiome Improves Downstream Prediction in Data-Limited Settings and Cross-Cohort Generalizability
ICML 2025 Workshop FM4LS Submission56 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Advancing Knotted Protein Design with ESM3: Guided Generation and Topological Insights
ICML 2025 Workshop FM4LS Submission55 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Multimodal Protein Language Models for Flexibility Prediction and Loop Design
ICML 2025 Workshop FM4LS Submission54 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Scaling up measurement noise scaling laws
ICML 2025 Workshop FM4LS Submission53 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Rapid and Reproducible Multimodal Biological Foundation Model Development with AIDO.ModelGenerator
ICML 2025 Workshop FM4LS Submission52 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
Towards Molecular Conformer Generation with Language Models
ICML 2025 Workshop FM4LS Submission51 Authors
- Published: 12 Jul 2025, Last Modified: 20 Jul 2025
- FM4LS 2025
- Readers: Everyone
Ligand Iterative Sampling for Affinity Refinement and Drug Discovery (LISARDD)
ICML 2025 Workshop FM4LS Submission50 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone
RepoLLM: A Multi-modal Foundation Model for Drug Repurposing via Alignment of Molecules, EHRs, and Knowledge Graphs
ICML 2025 Workshop FM4LS Submission49 Authors
- Published: 12 Jul 2025, Last Modified: 12 Jul 2025
- FM4LS 2025
- Readers: Everyone