Publications

24 results for Akihiro Kishimoto

Enhancing UV Spectral Prediction through Auxiliary Task, Curriculum Learning, and Curvature Limitation
- - Hajime Shinohara
  - Akihiro Kishimoto
  - et al.
- 2025
- NeurIPS 2025
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
A Multi-View Mixture-of-Experts based on Language and Graphs for Molecular Properties Prediction
- - Victor Shirasuna
  - Eduardo Almeida Soares
  - et al.
- 2024
- ICML 2024
Improving Performance Prediction of Electrolyte Formulations with Transformer-based Molecular Representation Model
- - Indra Priyadarsini S
  - Vidushi Sharma
  - et al.
- 2024
- ICML 2024
Advancing Molecular Property Prediction through Multi-view Latent Space Fusion
- - Eduardo Almeida Soares
  - Akihiro Kishimoto
  - et al.
- 2024
- ACS Spring 2024
A Multi-View approach based on Graphs and Chemical Language Foundation Model for Molecular Properties Prediction
- - Eduardo Almeida Soares
  - Akihiro Kishimoto
  - et al.
- 2024
- AAAI 2024
MHG-GNN: Combination of Molecular Hypergraph Grammar with Graph Neural Network
- - Akihiro Kishimoto
  - Hiroshi Kajino
  - et al.
- 2023
- NeurIPS 2023
Multi-Modal Foundation Model for Material Discovery with Conversational User Interface
- - Seiji Takeda
  - Akihiro Kishimoto
  - et al.
- 2023
- MRS Fall Meeting 2023
Pre-Treatment Methods for Machine Learning in Finer UV Spectrum Inference
- - Hajime Shinohara
  - Indra Priyadarsini S
  - et al.
- 2023
- MRS Fall Meeting 2023
A transformer based large-scale molecular representation model
- - Indra Priyadarsini S
  - Seiji Takeda
  - et al.
- 2023
- MRS Fall Meeting 2023