Shigeyuki Matsumoto

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 4

Top Topics

Monte Carlo Tree Search

Generative Model

Negative Samples

Top Venues

J. Chem. Inf. Model.

Nat. Mach. Intell.

Publications

Hiroaki Iwata, Taichi Nakai, Takuto Koyama, Shigeyuki Matsumoto, Ryosuke Kojima, Yasushi Okuno
VGAE-MCTS: A New Molecular Generative Model Combining the Variational Graph Auto-Encoder and Monte Carlo Tree Search. J. Chem. Inf. Model. 63 (23) (2023)
Takuto Koyama, Shigeyuki Matsumoto, Hiroaki Iwata, Ryosuke Kojima, Yasushi Okuno
Improving Compound-Protein Interaction Prediction by Self-Training with Augmenting Negative Samples. J. Chem. Inf. Model. 63 (15) (2023)
Biao Ma, Kei Terayama, Shigeyuki Matsumoto, Yuta Isaka, Yoko Sasakura, Hiroaki Iwata, Mitsugu Araki, Yasushi Okuno
Structure-Based de Novo Molecular Generator Combined with Artificial Intelligence and Docking Simulations. J. Chem. Inf. Model. 61 (7) (2021)
Shigeyuki Matsumoto, Shoichi Ishida, Mitsugu Araki, Takayuki Kato, Kei Terayama, Yasushi Okuno
Extraction of protein dynamics information from cryo-EM maps using deep learning. Nat. Mach. Intell. 3 (2) (2021)
Hidekazu Takahashi, Masakuni Kinoshita, Kazumichi Morita, Takahiro Shirai, Toshiaki Sato, Takayuki Kimura, Hiroshi Yuzurihara, Shunsuke Inoue, Shigeyuki Matsumoto
A 3.9-μm pixel pitch VGA format 10-b digital output CMOS image sensor with 1.5 transistor/pixel. IEEE J. Solid State Circuits 39 (12) (2004)