Chu Thiem Van ＣＨＵＴｈｉｅｍＶａｎ

Researcher Number	80838235
Other IDs
Affiliation (Current)	2025: 東京科学大学, 工学院, 准教授
Affiliation (based on the past Project Information) *help	2021 – 2024: 東京工業大学, 科学技術創成研究院, 助教
Review Section/Research Field	Principal Investigator Basic Section 60040:Computer system-related / Sections That Are Subject to Joint Review: Basic Section60040:Computer system-related , Basic Section60090:High performance computing-related / Basic Section 60090:High performance computing-related Except Principal Investigator Broad Section J / Medium-sized Section 60:Information science, computer engineering, and related fields
Keywords	Principal Investigator AIハードウェア / オンライン学習 / エッジAI / インストレージコンピューティング / FPGAプロトタイピング / アクセラレータ / アクセラレータアクセラレータ / SpMSpM / FPGA / アーキテクチャ / データフロー / 疎行列疎行列積 / 疎行列処理 … More Except Principal Investigator … More 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 / 機械学習 / 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 Less

自己適応型エッジAIオンライン学習基盤の創出Principal Investigator
- Principal Investigator
  
  CHU ThiemVan
- Project Period (FY)
  2024 – 2028
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60040:Computer system-related
  Basic Section 60090:High performance computing-related
  Sections That Are Subject to Joint Review: Basic Section60040:Computer system-related , Basic Section60090:High performance computing-related
- Research Institution
  Tokyo Institute of Technology
超高次元分散ベクトル表現に基づくAIコンピューティングの研究
- Principal Investigator
  
  本村真人
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 60:Information science, computer engineering, and related fields
- Research Institution
  Tokyo Institute of Technology
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
In-Storage Accelerator Architectures for Large-Scale Sparse Matrix ProcessingPrincipal Investigator
- Principal Investigator
  
  Chu Thiem Van
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 60040:Computer system-related
- Research Institution
  Tokyo Institute of Technology

All 2024 2023 2022 2021

All Journal Article Presentation

[Journal Article] Efficient Deadlock Avoidance for 2-D Mesh NoCs That Use OQ or VOQ Routers2024
- Author(s)
  Philippos Papaphilippou, Thiem Van Chu
- Journal Title
  
  IEEE Transactions on Computers
  
  Volume: 73 Issue: 5 Pages: 1414-1426
- DOI
  10.1109/tc.2024.3365954
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17720
[Journal Article] Exploration of Hyperdimensional Computing Using Locality-Sensitive Hashing Mechanism on FPGA2024
- Author(s)
  Watanabe Masato、Kumazawa Shungo、Van Chu Thiem、Kawamura Kazushi、Yu Jaehoon、Motomura Masato
- Journal Title
  
  IEEE ICCE
  
  Volume: 1 Pages: 1-1
- DOI
  10.1109/icce59016.2024.10444323
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23H05489
[Journal Article] High Throughput Datapath Design for Vision Permutator FPGA Accelerator2024
- Author(s)
  Yasunaga Mari、Suzuki Junnosuke、Watanabe Masato、Kawamura Kazushi、Van Chu Thiem、Motomura Masato
- Journal Title
  
  IEEE ICCE
  
  Volume: 1 Pages: 1-1
- DOI
  10.1109/icce59016.2024.10444339
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23H05489
[Journal Article] Sparse-Sparse Matrix Multiplication Accelerator on FPGA featuring Distribute-Merge Product Dataflow2024
- Author(s)
  Yuta Nagahara, Jiale Yan, Kazushi Kawamura, Masato Motomura, Thiem Van Chu
- Journal Title
  
  Asia and South Pacific Design Automation Conference (ASP-DAC)
  
  Volume: 1 Pages: 785-791
- DOI
  10.1109/asp-dac58780.2024.10473865
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K17720, KAKENHI-PROJECT-23H05489
[Journal Article] Pianissimo: A Sub-mW Class DNN Accelerator With Progressively Adjustable Bit-Precision2024
- Author(s)
  Suzuki Junnosuke、Yu Jaehoon、Yasunaga Mari、Garcia-Arias gnel Lopez、Okoshi Yasuyuki、Kumazawa Shungo、Ando Kota、Kawamura Kazushi、Van Chu Thiem、Motomura Masato
- Journal Title
  
  IEEE Access
  
  Volume: 12 Pages: 2057-2073
- DOI
  10.1109/access.2023.3347578
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22KJ1348, KAKENHI-PROJECT-23H05489
[Journal Article] Toward Improving Ensemble-Based Collaborative Inference at the Edge2024
- Author(s)
  Kumazawa Shungo、Yu Jaehoon、Kawamura Kazushi、Chu Thiem Van、Motomura Masato
- Journal Title
  
  IEEE Access
  
  Volume: 12 Pages: 6926-6940
- DOI
  10.1109/access.2024.3351308
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22KJ1345, KAKENHI-PROJECT-23H05489
[Journal Article] Efficient COO to CSR Conversion for Accelerating Sparse Matrix Processing on FPGA2024
- Author(s)
  Yuta Nagahara, Jiale Yan, Kazushi Kawamura, Masato Motomura, Thiem Van Chu
- Journal Title
  
  International Conference on Consumer Electronics (ICCE)
  
  Volume: 1 Pages: 1-2
- DOI
  10.1109/icce59016.2024.10444348
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K17720, KAKENHI-PROJECT-23H05489
[Journal Article] A Fully-Parallel Annealing Algorithm with Autonomous Pinning Effect Control for Various Combinatorial Optimization Problems2023
- Author(s)
  OKONOGI Daiki、JIMBO Satoru、ANDO Kota、CHU Thiem Van、YU Jaehoon、MOTOMURA Masato、KAWAMURA Kazushi
- Journal Title
  
  IEICE Trans. Inf. & Syst.
  
  Volume: E106.D Issue: 12 Pages: 1969-1978
- DOI
  10.1587/transinf.2023PAP0003
- ISSN
  0916-8532, 1745-1361
- Year and Date
  2023-12-01
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23H05489
[Journal Article] Decision Forest Training Accelerator Based on Binary Feature Decomposition2023
- Author(s)
  Van Chu Thiem、Mizutani Yu、Nagahara Yuta、Kumazawa Shungo、Kawamura Kazushi、Yu Jaehoon、Motomura Masato
- Journal Title
  
  FCCM 2023
  
  Volume: 1 Pages: 1-1
- DOI
  10.1109/fccm57271.2023.00043
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23H05489
[Journal Article] Pianissimo: A Sub-mW Class DNN Accelerator with Progressive Bit-by-Bit Datapath Architecture for Adaptive Inference at Edge2023
- Author(s)
  Suzuki Junnosuke、Yu Jaehoon、Yasunaga Mari、Garcia-Arias Angel Lopez、Okoshi Yasuyuki、Kumazawa Shungo、Ando Kota、Kawamura Kazushi、Chu Thiem Van、Motomura Masato
- Journal Title
  
  VLSI Symposium
  
  Volume: 1 Pages: 1-1
- DOI
  10.23919/vlsitechnologyandcir57934.2023.10185293
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23H05489
[Journal Article] A Highly Accurate and Parallel Vision MLP FPGA Accelerator based on FP7/8 SIMD Operations2023
- Author(s)
  Yasunaga Mari、Suzuki Junnosuke、Watanabe Masato、Kawamura Kazushi、Van Chu Thiem、Yu Jaehoon、Motomura Masato
- Journal Title
  
  IEEE MCSOC
  
  Volume: 1 Pages: 1-1
- DOI
  10.1109/mcsoc60832.2023.00077
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23H05489
[Presentation] Ramanujan Edge-Popup: Finding Strong Lottery Tickets with Ramanujan Graph Properties for Efficient DNN Inference Execution2024
- Author(s)
  Hikari Otsuka, Yasuyuki Okoshi, Angel Lopez Garcia-Arias, Kazushi Kawamura, Thiem Van Chu, Masato Motomura
- Organizer
  SASIMI 2024
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23H05489
[Presentation] ［記念講演］分散マージ乗算手法に基づく疎行列疎行列積アクセラレータ2024
- Author(s)
  永原雄大, Jiale Yan, 川村一志, 本村真人, Thiem Van Chu
- Organizer
  電子情報通信学会 VLSI設計技術研究会（VLD）
- Invited
- Data Source
  KAKENHI-PROJECT-23H05489
[Presentation] 平均場アニーリングに基づく高性能全並列型アニーリングアルゴリズム2024
- Author(s)
  黒木響，神保聡，Thiem Van Chu，本村真人，川村一志
- Organizer
  情報処理学会第11回量子ソフトウェア研究発表会
- Data Source
  KAKENHI-PROJECT-23H05489
[Presentation] スパースデータ処理アクセラレータの研究開発2024
- Author(s)
  Thiem Van Chu
- Organizer
  フォレストワークショップ2024
- Data Source
  KAKENHI-PROJECT-23H05489
[Presentation] ［記念講演］分散マージ乗算手法に基づく疎行列疎行列積アクセラレータ2024
- Author(s)
  永原雄大，Jiale Yan，川村一志，本村真人，Thiem Van Chu
- Organizer
  VLSI設計技術研究会（VLD）
- Invited
- Data Source
  KAKENHI-PROJECT-21K17720
[Presentation] 強い宝くじ仮説に基づく超軽量物体検出ニューラルネットワーク2023
- Author(s)
  大塚光莉, 大越康之, Angel Lopez Garcia-Arias, 川村一志, Thiem Van Chu, 劉載勲, 本村真人
- Organizer
  パターン認識・メディア理解研究会 (PRMU)
- Data Source
  KAKENHI-PROJECT-23H05489
[Presentation] 表形式データを対象とした決定木とニューラルネットワークの融合型機械学習手法の研究2023
- Author(s)
  山倉司, 川村一志, 本村真人, Thiem Van Chu
- Organizer
  電子情報通信学会情報論的学習理論と機械学習研究会（IBISML）
- Data Source
  KAKENHI-PROJECT-23H05489
[Presentation] 外部メモリアクセス抑制による高効率疎行列積アクセラレータの研究2022
- Author(s)
  永原雄大，安藤洸太，川村一志，劉載勲，本村真人，Thiem Van Chu
- Organizer
  電子情報通信学会技術研究報告CPSY2022-11, vol. 122, no. 133, pp. 59-64
- Data Source
  KAKENHI-PROJECT-21K17720
[Presentation] A High-Performance and Flexible FPGA Inference Accelerator for Decision Forests Based on Prior Feature Space Partitioning2021
- Author(s)
  Thiem Van Chu, Ryuichi Kitajima, Kazushi Kawamura, Jaehoon Yu, Masato Motomura
- Organizer
  International Conference on Field-Programmable Technology (ICFPT)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17720

1. 本村真人 (90574286)

# of Collaborated Projects: 2 results

# of Collaborated Products: 10 results
2. 劉載勲 (70726976)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. 安戸僚汰 (00846941)

# of Collaborated Projects: 1 results

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

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results

Chu Thiem Van ＣＨＵ ＴｈｉｅｍＶａｎ

Research Projects

Research Products

Co-Researchers

自己適応型エッジAIオンライン学習基盤の創出Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

超高次元分散ベクトル表現に基づくAIコンピューティングの研究

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

In-Storage Accelerator Architectures for Large-Scale Sparse Matrix ProcessingPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Efficient Deadlock Avoidance for 2-D Mesh NoCs That Use OQ or VOQ Routers2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Exploration of Hyperdimensional Computing Using Locality-Sensitive Hashing Mechanism on FPGA2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] High Throughput Datapath Design for Vision Permutator FPGA Accelerator2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Sparse-Sparse Matrix Multiplication Accelerator on FPGA featuring Distribute-Merge Product Dataflow2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Pianissimo: A Sub-mW Class DNN Accelerator With Progressively Adjustable Bit-Precision2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Toward Improving Ensemble-Based Collaborative Inference at the Edge2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Efficient COO to CSR Conversion for Accelerating Sparse Matrix Processing on FPGA2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] A Fully-Parallel Annealing Algorithm with Autonomous Pinning Effect Control for Various Combinatorial Optimization Problems2023

Author(s)

Journal Title

DOI

ISSN

Year and Date

Language

Data Source

[Journal Article] Decision Forest Training Accelerator Based on Binary Feature Decomposition2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Pianissimo: A Sub-mW Class DNN Accelerator with Progressive Bit-by-Bit Datapath Architecture for Adaptive Inference at Edge2023

Author(s)

Journal Title

DOI

Chu Thiem Van ＣＨＵＴｈｉｅｍＶａｎ