Toward a Coherent Virtual Cell Model: Probing Biological World-Model Coherence in Transcriptomic Foundation ModelsNoa MorielYishai Shimoniet al.2025NeurIPS 2025
Automated Structure Elucidation at Human-Level Accuracy via a Multimodal Multitask Language ModelMarvin AlbertsNina Hartrampfet al.2025NeurIPS 2025
A Large Multimodal Molecular Representation Encoder-Decoder Foundation Model for ChemistryVictor Yukio ShirasunaEmilio Ashton Vital Brazilet al.2025NeurIPS 2025
Detection and Simulation of Urban Heat Islands Using a Fine-Tuned Geospatial Foundation Model for Microclimate Impact PredictionJannis FleckensteinDavid Kreismannet al.2025NeurIPS 2025
A foundation model with multi-variate parallel attention to generate neuronal activityFrancesco CarzanigaMichael Herscheet al.2025NeurIPS 2025
ConstrainedSQL: Training LLMs for Text2SQL via Constrained Reinforcement LearningWeiqin ChenNhan Phamet al.2025NeurIPS 2025
Emergent Pose-Invariance in 3D Molecular Representations via Multimodal LearningEduardo Almeida SoaresVictor Yukio Shirasunaet al.2025NeurIPS 2025
FlowState: Sampling-Rate Invariant Time Series Foundation Model with Dynamic Forecasting HorizonsLars GrafThomas Bohnstinglet al.2025NeurIPS 2025
MermaidSeqBench: An Evaluation Benchmark for LLM-to-Mermaid Sequence Diagram GenerationBasel ShbitaFarhan Ahmedet al.2025NeurIPS 2025
Geospatial Chain of Thought Reasoning for Enhanced Visual Question Answering on Satellite ImageryShambhavi ShankerManikandan Padmanabanet al.2025NeurIPS 2025