Takuto Koyama

4PUBLICATIONS
11CO-AUTHORS
Proteins and peptidesAdversarial machine learningBiomolecular modelling and designCheminformatics and quantitative structure-activity relationships
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Publications (4)

|Jul 15, 2026
HELM-BERT: Topology-Aware Representations for Chemically Modified Peptides.

|Oct 22, 2025
Improving ADME Prediction with Multitask Graph Neural Networks and Assessing Explainability in Lead Optimization.

Shoma Ito, Takuto Koyama, Shigeyuki Matsumoto

|Nov 22, 2023
VGAE-MCTS: A New Molecular Generative Model Combining the Variational Graph Auto-Encoder and Monte Carlo Tree Search.

Hiroaki Iwata, Taichi Nakai, Takuto Koyama

|Jul 17, 2023
Improving Compound-Protein Interaction Prediction by Self-Training with Augmenting Negative Samples.

Takuto Koyama, Shigeyuki Matsumoto, Hiroaki Iwata

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Frequent Collaborators

3 joint publications

Hiroaki Iwata

2 joint publications

Ryosuke Kojima

1 joint publications

Shigeyuki Matsumoto

1 joint publications

Shoma Ito