Dynamic Fusion for a Multimodal Foundation Model for Materials
- 2025
- ICLR 2025
Workshop paper
Publications
56 results for Seiji Takeda
Large Language Models and Foundation Models for Materials Science
- Jason Hattrick - Simpers
- Indra Priyadarsini S
- et al.
- 2025
- MRS Spring 2025
TutorialMol-Moe: A multi-view mixture-of-experts framework for molecular property prediction with SMILES, SELFIES, and graph representations
- Victor Yukio Shirasuna
- Emilio Ashton Vital Brazil
- et al.
- 2025
- ACS Spring 2025
TalkLLM-Fusion: A Novel Multimodal Fusion Model for Accelerated Material Discovery
- Onur Boyar
- Indra Priyadarsini S
- et al.
- 2025
- AAAI 2025
Workshop paperTDiMS : A Topological Distance based Intra-Molecular Substructure Descriptor for Improved Machine Learning Predictions
- 2025
- AAAI 2025
Workshop paperSELF-BART : A Transformer-based Molecular Representation Model using SELFIES
- 2024
- NeurIPS 2024
Workshop paperEnhancing Molecular Expressiveness through Multi-View Representations
- 2024
- NeurIPS 2024
Workshop paperMulti-View Mixture-of-Experts for Predicting Molecular Properties Using SMILES, SELFIES, and Graph-Based Representations
- Eduardo Almeida Soares
- Indra Priyadarsini S
- et al.
- 2024
- NeurIPS 2024
Workshop paperA Dynamic Multi-Modal Fusion Model for Material Discovery
- 2024
- MRS Fall Meeting 2024
Conference paperMolecular Descriptor for Global Relationship of intra-Molecular Substructures
- Lisa Hamada
- Akihiro Kishimoto
- et al.
- 2024
- MRS Fall Meeting 2024
Conference paper