Multi-View Mixture-of-Experts for Predicting Molecular Properties Using SMILES, SELFIES, and Graph-Based Representations
- 2024
- NeurIPS 2024
Indra Priyadarsini S
Title
Research Scientist
Bio
Indra Priyadarsini joined IBM Research - Tokyo in January 2023.
She recieved her B.E in Electronics and Communication Engineering from PES Institute of Technology, Bangalore, India in 2016, and her M.E and Ph.D degree from Shizuoka University, Japan in 2019 and 2022, respectively.
Her research interests include optimization algorithms and deep learning.
Publications
SELF-BART : A Transformer-based Molecular Representation Model using SELFIES
- Indra Priyadarsini S
- Seiji Takeda
- et al.
- 2024
- NeurIPS 2024
Enhancing Molecular Expressiveness through Multi-View Representations
- Indra Priyadarsini S
- Seiji Takeda
- et al.
- 2024
- NeurIPS 2024
A Dynamic Multi-Modal Fusion Model for Material Discovery
- Indra Priyadarsini S
- Seiji Takeda
- et al.
- 2024
- MRS Fall Meeting 2024
An Open Multi-Modal Foundation Model for Materials and Chemistry
- Seiji Takeda
- Indra Priyadarsini S
- et al.
- 2024
- MRS Fall Meeting 2024
Molecular Descriptor for Global Relationship of intra-Molecular Substructures
- Lisa Hamada
- Akihiro Kishimoto
- et al.
- 2024
- MRS Fall Meeting 2024
Domain-Specific Knowledge Integration Through Curriculum Learning Method in Machine Learning for Spectral Analysis
- Hajime Shinohara
- Akihiro Kishimoto
- et al.
- 2024
- MRS Fall Meeting 2024
SELF-BART : A Transformer-based Molecular Representation Model using SELFIES
- Indra Priyadarsini S
- Seiji Takeda
- et al.
- 2024
- arXiv
Improving Performance Prediction of Electrolyte Formulations with Transformer-based Molecular Representation Model
- 2024
- ICML 2024
Improving Performance Prediction of Electrolyte Formulations with Transformer-based Molecular Representation Model
- 2024
- arXiv
Top collaborators
LH
Lisa Hamada
Research Scientist
HS
Hajime Shinohara
TA of Research - Tokyo / Research Scientist / Happy Friday Staff
EA
Eduardo Soares
Research Scientist
EA
Emilio Vital Brazil
Senior Research Scientist - Manager AI-Assisted Decision Making