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
SELF-BART : A Transformer-based Molecular Representation Model using SELFIESIndra Priyadarsini SSeiji Takedaet al.2024NeurIPS 2024
A Multi-View Mixture-of-Experts based on Language and Graphs for Molecular Properties PredictionVictor ShirasunaEduardo Almeida Soareset al.2024ICML 2024
A Multi-View approach based on Graphs and Chemical Language Foundation Model for Molecular Properties PredictionEduardo Almeida SoaresAkihiro Kishimotoet al.2024AAAI 2024
Beyond Chemical Language: A Multimodal Approach to Enhance Molecular Property PredictionEduardo Almeida SoaresEmilio Ashton Vital Brazilet al.2023NeurIPS 2023
Capturing Formulation Design of Battery Electrolytes with Chemical Large Language ModelEduardo Almeida SoaresVidushi Sharmaet al.2023NeurIPS 2023
A Framework for Toxic PFAS Replacement based on GFlowNet and Chemical Foundation ModelEduardo Almeida SoaresFlaviu Cipciganet al.2023NeurIPS 2023
Position Paper on Dataset Engineering to Accelerate ScienceEmilio Ashton Vital BrazilEduardo Almeida Soareset al.2023AAAI 2023