Yasudo Ryota 安戸僚汰

Researcher Number	00846941
Other IDs
Affiliation (Current)	2025: 京都大学, 情報学研究科, 助教
Affiliation (based on the past Project Information) *help	2021 – 2024: 京都大学, 情報学研究科, 助教 2020: 広島大学, 情報科学部, 特任助教
Review Section/Research Field	Principal Investigator Basic Section 60040:Computer system-related Except Principal Investigator Basic Section 60050:Software-related / Broad Section J / Transformative Research Areas, Section (IV)
Keywords	Principal Investigator 強化学習 / 最適化 / 意思決定 / アニーリングマシン / 計算機システム / メモリキューブ / メモリネットワーク / ルータアーキテクチャ / ルーティング / トポロジ / メモリキューブネットワーク / 相互結合網 … More Except Principal Investigator … More 機械学習 / 組み合わせ最適化 / ビッグデータ処理 / 並列処理 / データ圧縮 / インメモリ計算 / リコンフィギュラブル / アニーリングプロセッサ / 離散最適化 / ハイパーディメンジョナルコンピューティング / アニーリング計算 / 深層ニューラルネット / 近似コンピューティング / フォトニックコンピューティング / 相互結合網 Less

アニーリングマシンを基礎とした近似的意思決定システムの研究Principal Investigator
- Principal Investigator
  
  安戸僚汰
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 60040:Computer system-related
- Research Institution
  Kyoto University
Multi-Disciplinary AI Computing Platform Based on Hyper-dimensional Vector Representation
- Principal Investigator
  
  本村真人
- Project Period (FY)
  2023 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (S)
- Review Section
  
  Broad Section J
- Research Institution
  Institute of Science Tokyo
極限光技術を生かすフォトニック近似コンピューティング
- Principal Investigator
  
  鯉渕道紘
- Project Period (FY)
  2022 – 2026
- Research Category
  
  Grant-in-Aid for Transformative Research Areas (A)
- Review Section
  
  Transformative Research Areas, Section (IV)
- Research Institution
  National Institute of Informatics
超並列システム向け可逆データ圧縮法の提案と実用化
- Principal Investigator
  
  中野浩嗣
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60050:Software-related
- Research Institution
  Hiroshima University
Research on large-capacity high-speed memory-cube networks for a data-driven societyPrincipal Investigator
- Principal Investigator
  
  Yasudo Ryota
- Project Period (FY)
  2020 – 2023
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 60040:Computer system-related
- Research Institution
  Kyoto University
  Hiroshima University

All 2024 2023 2022 2020

All Journal Article Presentation

[Journal Article] Solving the QAP by Two-Stage Graph Pointer Networks and Reinforcement Learning2024
- Author(s)
  Satoko Iida, Ryota Yasudo
- Journal Title
  
  arXiv
  
  Volume: - Pages: 1-7
- Open Access
- Data Source
  KAKENHI-PLANNED-22H05193
[Journal Article] Solving the QAP by Two-Stage Graph Pointer Networks and Reinforcement Learning2024
- Author(s)
  Satoko Iida, Ryota Yasudo
- Journal Title
  
  ArXiv
  
  Volume: 1 Pages: 1-1
- Open Access
- Data Source
  KAKENHI-PROJECT-23H05489
[Journal Article] Bandit-based Variable Fixing for Binary Optimization on GPU Parallel Computing2023
- Author(s)
  Ryota Yasudo
- Journal Title
  
  Euromicro International Conference on Parallel, Distributed, and Networ-Based Processing (PDP)
  
  Volume: -
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-22H05193
[Journal Article] Dual Diagonal Mesh: An Optimal Memory Cube Network Under Geometric Constraints2023
- Author(s)
  Oda Masashi、Keida Kai、Yasudo Ryota
- Journal Title
  
  IEEE CANDAR
  
  Volume: 1 Pages: 1-1
- DOI
  10.1109/candar60563.2023.00013
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23H05489
[Journal Article] Designing low‐diameter interconnection networks with multi‐ported host‐switch graphs2020
- Author(s)
  Yasudo Ryota、Nakano Koji、Koibuchi Michihiro、Matsutani Hiroki、Amano Hideharu
- Journal Title
  
  Concurrency and Computation: Practice and Experience
  
  Volume: e6115 Issue: 11 Pages: 1-17
- DOI
  10.1002/cpe.6115
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K19770, KAKENHI-PROJECT-19H01106
[Presentation] 光による意思決定を用いたQUBO求解法2024
- Author(s)
  安戸僚汰
- Organizer
  フォレストワークショップ2024
- Data Source
  KAKENHI-PROJECT-23H05489
[Presentation] アニーリングマシンによるベイジアンネットワーク構造学習のビット数削減手法2023
- Author(s)
  齊藤一希, 安戸僚汰, 高木直史
- Organizer
  2023年並列／分散／協調処理に関するサマー・ワークショップ（SWoPP 2023）
- Data Source
  KAKENHI-PROJECT-23H05489
[Presentation] Graph Pointer Networkによる距離行列TSPおよびQAPの高速解法2023
- Author(s)
  飯田智子，安戸僚汰，高木直史
- Organizer
  組込み技術とネットワークに関するワークショップ ETNET2023
- Data Source
  KAKENHI-PROJECT-20K19770
[Presentation] Dual Diagonal Mesh: An Optimal Memory Cube Network Under Geometric Constraints2023
- Author(s)
  Masashi Oda, Kai Keida, and Ryota Yasudo
- Organizer
  International Symposium on Computing and Networking
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19770
[Presentation] 並列アニーリング計算の原理と応用：FPGA，ASIC，GPUの事例2023
- Author(s)
  安戸僚汰
- Organizer
  情報処理学会第63回組込みシステム研究発表会
- Invited
- Data Source
  KAKENHI-PLANNED-22H05193
[Presentation] 二重対角メッシュメモリネットワークにおけるルーティング手法の検討2023
- Author(s)
  織田雅史, 安戸僚汰, 高木直史
- Organizer
  電子情報通信学会技術研究報告
- Data Source
  KAKENHI-PROJECT-20K19770
[Presentation] 配線長制限下での平均ホップ数および直径が最小のメモリキューブネットワーク2023
- Author(s)
  慶田開，安戸僚汰，高木直史
- Organizer
  組込み技術とネットワークに関するワークショップ ETNET2023
- Data Source
  KAKENHI-PROJECT-20K19770
[Presentation] 深層強化学習を用いた発見的二次無制約二値最適化ソルバーの学習2023
- Author(s)
  額見怜央，安戸僚汰，高木直史
- Organizer
  組込み技術とネットワークに関するワークショップ ETNET2023
- Data Source
  KAKENHI-PROJECT-20K19770
[Presentation] 並列アニーリング計算の原理と応用: FPGA, ASIC, GPUの事例2023
- Author(s)
  安戸僚汰
- Organizer
  第63回組込みシステム研究発表会
- Invited
- Data Source
  KAKENHI-PROJECT-23H05489
[Presentation] Graph-theoretic Formulation of QUBO for Scalable Local Search on GPUs2022
- Author(s)
  Ryota Yasudo, Koji Nakano, Yasuaki Ito, Yuya Kawamata, Ryota Katsuki, Shiro Ozaki, Takashi Yazane, Kenichiro Hamano
- Organizer
  24th Workshop on Advances in Parallel and Distributed Computational Models
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21655
[Presentation] Elastic Sample Filter: An FPGA-based Accelerator for Bayesian Network Structure Learning2022
- Author(s)
  Ryota Miyagi, Ryota Yasudo, Kentaro Sano, and Hideki Takase
- Organizer
  International Conference on Field Programmable Technology
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19770

1. 中野浩嗣 (30281075)

# of Collaborated Projects: 2 results

# of Collaborated Products: 1 results
2. 鯉渕道紘 (40413926)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. 八巻隼人 (20782197)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. 本村真人 (90574286)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 安藤洸太 (20855324)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. CHU ThiemVan (80838235)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 高藤大介 (00314732)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 伊藤靖朗 (40397964)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results

Yasudo Ryota 安戸 僚汰

Research Projects

Research Products

Co-Researchers

アニーリングマシンを基礎とした近似的意思決定システムの研究Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Multi-Disciplinary AI Computing Platform Based on Hyper-dimensional Vector Representation

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

極限光技術を生かすフォトニック近似コンピューティング

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

超並列システム向け可逆データ圧縮法の提案と実用化

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Research on large-capacity high-speed memory-cube networks for a data-driven societyPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Solving the QAP by Two-Stage Graph Pointer Networks and Reinforcement Learning2024

Author(s)

Journal Title

Data Source

[Journal Article] Solving the QAP by Two-Stage Graph Pointer Networks and Reinforcement Learning2024

Author(s)

Journal Title

Data Source

[Journal Article] Bandit-based Variable Fixing for Binary Optimization on GPU Parallel Computing2023

Author(s)

Journal Title

Data Source

[Journal Article] Dual Diagonal Mesh: An Optimal Memory Cube Network Under Geometric Constraints2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Designing low‐diameter interconnection networks with multi‐ported host‐switch graphs2020

Author(s)

Journal Title

DOI

Data Source

[Presentation] 光による意思決定を用いたQUBO求解法2024

Author(s)

Organizer

Data Source

[Presentation] アニーリングマシンによるベイジアンネットワーク構造学習のビット数削減手法2023

Author(s)

Organizer

Data Source

[Presentation] Graph Pointer Networkによる距離行列TSPおよびQAPの高速解法2023

Author(s)

Organizer

Data Source

[Presentation] Dual Diagonal Mesh: An Optimal Memory Cube Network Under Geometric Constraints2023

Author(s)

Organizer

Data Source

[Presentation] 並列アニーリング計算の原理と応用：FPGA，ASIC，GPUの事例2023

Author(s)

Organizer

Data Source

[Presentation] 二重対角メッシュメモリネットワークにおけるルーティング手法の検討2023

Author(s)

Organizer

Data Source

Yasudo Ryota 安戸僚汰