Causally Reliable Concept Bottleneck ModelsGiovanni De FeliceArianna Casanova Floreset al.2025NeurIPS 2025
Foundation Models Enabling Multi-Scale Battery Materials Discovery: From Molecules To DevicesVidushi SharmaAndy Teket al.2025NeurIPS 2025
Harnessing biomedical foundation models for genomic feature engineering to investigate patient drug responseLaura GardinerJennifer Kellyet al.2025NeurIPS 2025
FlowState: Sampling-Rate Invariant Time Series Foundation Model with Dynamic Forecasting HorizonsLars GrafThomas Bohnstinglet al.2025NeurIPS 2025
Language Model Enabled Structure Prediction from Infrared Spectra of MixturesMarvin AlbertsFilippo Ficarraet al.2025NeurIPS 2025
Sensitivity Analysis for Climate Science with Generative Flow ModelsNicolae DobraJakiw Pidstrigachet al.2025NeurIPS 2025
Specifying exact circuit algorithms in universal transformersTaku ItoRuchir Puriet al.2025NeurIPS 2025
Capturing Long-Range Intramolecular Interactions with TDiMS for Interpretable Property PredictionLisa HamadaAkihiro Kishimotoet al.2025NeurIPS 2025
A Large Multimodal Molecular Representation Encoder-Decoder Foundation Model for ChemistryVictor Yukio ShirasunaEmilio Ashton Vital Brazilet al.2025NeurIPS 2025
A Self-Supervised Framework for Robust Multi-Modal Molecular Representation LearningIndra Priyadarsini SSeiji Takedaet al.2025NeurIPS 2025