A Mamba-Based Foundation Model for ChemistryEmilio Ashton Vital BrazilEduardo Almeida Soareset al.2024NeurIPS 2024
Multi-View Mixture-of-Experts for Predicting Molecular Properties Using SMILES, SELFIES, and Graph-Based RepresentationsEduardo Almeida SoaresIndra Priyadarsini Set al.2024NeurIPS 2024
Agnostic Causality-Driven Enhancement of Chemical Foundation Models on Downstream TasksVictor ShirasunaEduardo Almeida Soareset al.2024NeurIPS 2024
Modern Hopfield Networks meet Encoded Neural Representations - Addressing Practical ConsiderationsSatyananda KashyapNiharika DSouzaet al.2024NeurIPS 2024
TabSketchFM: Sketch-based Tabular Representation Learning for Data Discovery over Data LakesAamod KhatiwadaHarsha Kokelet al.2024NeurIPS 2024
MemReasoner: A Memory-augmented LLM Architecture for Multi-hop ReasoningIrene KoSihui Daiet al.2024NeurIPS 2024
Compositional Communication with LLMs and Reasoning about Chemical StructuresDmitry ZubarevSarath Swaminathan2024NeurIPS 2024
Fine-Tuned MLP-Mixers as data-driven Numerical Surrogates?Imran NasimJoao Lucas de Sousa Almeida2024NeurIPS 2024
Learning to Optimize Molecules with a Chemical Language ModelJerret RossSamuel Hoffmanet al.2024NeurIPS 2024
Towards Using Large Language Models and Deep Reinforcement Learning for Inertial Fusion EnergyVadim ElisseevMax Espositoet al.2024NeurIPS 2024