SUGIURA Keisuke

Affiliation
Institute of Systems and Information Engineering
Official title
Assistant Professor
ORCID
0000-0001-8534-2381
Sex
Male
Birth date
1998-02
URL
Email
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Office
Laboratory of High-Performance Computing System (FPGA expert team), University of Tsukuba
Research fields
Computer system
Research keywords
Edge AI
Edge Computing
Domain-Specific Accelerators
Reconfigurable Computing Systems (FPGA)
Research projects
0次最適化による省メモリなオンデバイス学習技術の確立と専用ハードウェア化2025-09 -- 2027-03杉浦 圭祐日本学術振興会/研究活動スタート支援2,730,000Yen
小型移動ロボット向け深層学習ベースSLAM技術の開発とそのハードウェア化2023-03 -- 2025-03Keisuke SugiuraJapan Society of for the Promotion of Science/Grant-in-Aid for JSPS Fellows2,500,000Yen
Career history
2025-04 -- (current)University of TsukubaInstitute of Systems and Information EngineeringAssistant Professor
2024-10 -- 2025-03JSPSResearch Fellowship for Young Scientist (PD)
2022-04 -- 2024-09JSPSResearch Fellowship for Young Scientist (DC1)
Academic background
2022-04 -- 2024-09Keio University Graduate School of Science and Technology School of Science for Open and Environmental Systems (Ph.D. Program)
2020-04 -- 2022-03Keio University Graduate School of Science and Technology School of Science for Open and Environmental Systems (Master's Program)
2016-04 -- 2020-03Keio University Faculty of Science and Technology Department of Information and Computer Science
Degree
2020-03Bachelor of EngineeringKeio University
2022-03Master of Science in EngineeringKeio University
2024-09Ph.D. in EngineeringKeio University
Academic societies
2025-10 -- (current)電子情報通信学会
2023-05 -- (current)Information Processing Society of Japan
Honors & Awards
2025-12-03電子情報通信学会 コンピュータシステム研究会 優秀若手発表賞
2025-11-18IEEE Computer Society Japan Chapter Young Author Award
2023-05-22情報処理学会 コンピュータサイエンス領域奨励賞
2022-08-12電子情報通信学会 リコンフィギャラブルシステム研究会 若手講演賞
2021-04-22Cross-disciplinary Workshop on Computing Systems, Infrastructures, and Programming (xSIG) Outstanding Master’s Student Award
2021-04-16IEEE Symposium on Low-Power and High-Speed Chips and Systems (COOL Chips) Featured Poster Award
2020-02-16情報処理学会 システム・アーキテクチャ研究会 若手奨励賞
Articles
  • Performance and Power-Efficiency Improvements on Graph Embedding using Sequential Training Algorithm and FPGA
    Sunaga Kazuki; Sugiura Keisuke; Matsutani Hiroki
    IEICE Transactions on Information and Systems D/E108-D(10), 2025-10
  • FPGA-Accelerated Correspondence-free Point Cloud Registration with PointNet Features
    Sugiura Keisuke; Matsutani Hiroki
    ACM Transactions on Reconfigurable Technology and Systems/18(2)/pp.1-41, 2025
  • A Cost-Efficient FPGA-Based CNN-Transformer using Neural ODE
    Okubo Ikumi; Sugiura Keisuke; Matsutani Hiroki
    IEEE Access/12/pp.155773-155788, 2024-10
  • An Integrated FPGA Accelerator for Deep Learning-based 2D/3D Path Planning
    Sugiura Keisuke; Matsutani Hiroki
    IEEE Transactions on Computers/73(6)/pp.1442-1456, 2024-06
  • A Low-Cost Neural ODE with Depthwise Separable Convolution for Edge Domain Adaptation on FPGAs
    Kawakami Hiroki; Watanabe Hirohisa; Sugiura Keisuke; M...
    IEICE Transactions on Information and Systems D/E106-D(7)/pp.1186-1197, 2023-07
  • A Universal LiDAR SLAM Accelerator System on Low-cost FPGA
    Sugiura Keisuke; Matsutani Hiroki
    IEEE Access/10/pp.26931-26947, 2022-03
  • An FPGA Acceleration and Optimization Techniques for 2D LiDAR SLAM Algorithm
    Sugiura Keisuke; Matsutani Hiroki
    IEICE Transactions on Information and Systems D/E104-D(6)/pp.789-800, 2021-06
  • Low-Latency Streaming for Immersive Remote Interaction with a Spherical Display
    Tabata Den; Taiga Kobori; Sugiura Keisuke; Yamaguchi ...
    IEEE International Conference on Computing, Networking and Communications (ICNC)/pp.729-734, 2026-02
  • A Sub-Microsecond HuffYUV-Based FPGA Accelerator for Real-Time Video Compression over High-Bandwidth Networks
    Kurosawa Takeo; Sugiura Keisuke; Yamaguchi Yoshiki; Ts...
    IEEE Consumer Communications & Networking Conference (CCNC), 2026-01
  • Performance Comparison for CPU, FPGA, and GPU in CRS Format Conversion Processing
    Yokono Tomoya; Sugiura Keisuke; Yamaguchi Yoshiki
    IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC)/pp.522-529, 2025-12
  • PointODE: Lightweight Point Cloud Learning with Neural Ordinary Differential Equations on Edge
    Sugiura Keisuke; Yasuda Mizuki; Matsutani Hiroki
    IEEE International Conference on Field Programmable Technology (ICFPT)/pp.1-8, 2025-12
  • Marker-Based Recognition for Autonomous Micro-Drone Flight: An FPGA-Optimized Feasibility Study
    Diego Marcelo Ramirez Jove; SUGIURA Keisuke; YAMAGUCHI ...
    IFIP/IEEE International Conference on Very Large Scale Integration (VLSI-SoC)/pp.185-189, 2025-10-12
  • A Scalable Secure Fault Tolerant Aggregation for P2P Federated Learning
    Yahata Yujiro; Sugiura Keisuke; Matsutani Hiroki
    Advances in Parallel and Distributed Computational Models (APDCM)/pp.222-231, 2024-05
  • An FPGA-Based Accelerator for Graph Embedding using Sequential Training Algorithm
    Sunaga Kazuki; Sugiura Keisuke; Matsutani Hiroki
    Reconfigurable Architectures Workshop (RAW)/pp.148-154, 2024-05
  • An Edge-Server Partitioning Method for 3D LiDAR SLAM on FPGAs
    Yasuda Mizuki; Sugiura Keisuke; Kojima Ryuto; Matsutan...
    Reconfigurable Architectures Workshop (RAW)/pp.113-120, 2023-05
  • A Lightweight Transformer Model using Neural ODE for FPGAs
    Okubo Ikumi; Sugiura Keisuke; Kawakami Hiroki; Matsuta...
    Reconfigurable Architectures Workshop (RAW)/pp.105-112, 2023-05
  • An Efficient Accelerator for Deep Learning-based Point Cloud Registration on FPGAs
    Sugiura Keisuke; Matsutani Hiroki
    Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP)/pp.68-75, 2023-03
  • P3Net: PointNet-based Path Planning on FPGA
    Sugiura Keisuke; Matsutani Hiroki
    IEEE International Conference on Field Programmable Technology (ICFPT)/pp.1-9, 2022-12
  • dsODENet: Neural ODE and Depthwise Separable Convolution for Domain Adaptation on FPGAs
    Kawakami Hiroki; Watanabe Hirohisa; Sugiura Keisuke; M...
    Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP)/pp.152-156, 2022-03
  • A Unified Accelerator Design for LiDAR SLAM Algorithms for Low-end FPGAs
    Sugiura Keisuke; Matsutani Hiroki
    IEEE International Conference on Field Programmable Technology (ICFPT)/pp.1-9, 2021-12
  • 疎行列計算用CRS形式変換演算におけるCPU・FPGA・GPUの比較評価
    横野 智也; 杉浦 圭祐; 山口 佳樹
    電子情報通信学会技術研究報告 (信学技報)/125(184)/pp.79-84, 2025-09-11
  • ゼロ次最適化と誤差逆伝播の併用による軽量なオンデバイス学習の検討
    杉浦 圭祐; 山口 佳樹; 松谷 宏紀
    電子情報通信学会技術研究報告 (信学技報)/125(142)/pp.146-151, 2025-07
  • Scalable Quantum State Simulation via Precision-Aware FP Arithmetic
    コ ショウウ; 庭瀬 稜平; 杉浦 圭祐; 山口 佳樹; ウェイ カイジ; 天野 英晴; 三好 健文
    IEICE Technical Reports/125(142)/pp.42-47, 2025-07-28
  • Neural ODEを用いたFPGA向け低コスト点群深層学習
    安田 瑞生; 杉浦 圭祐; 松谷 宏紀
    電子情報通信学会技術研究報告 (信学技報)/124(250)/pp.159-164, 2024-11
  • Pynqと高位合成による点群処理アプリケーションの設計と実装
    杉浦 圭祐
    電子情報通信学会技術研究報告 (信学技報)/124(74)/pp.70-72, 2024-06
  • more...
Books
  • Chapter 17: Efficient Neural Networks and Their Acceleration Techniques for Embedded Machine Learning
    Matsutani Hiroki; Sugiura Keisuke
    Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing: Software Optimizations and Hardware/Software Codesign/pp.429-452, 2023-10
Conference, etc.
  • Low-Latency Streaming for Immersive Remote Interaction with a Spherical Display
    Tabata Den; Taiga Kobori; Sugiura Keisuke; Yamaguchi ...
    IEEE International Conference on Computing, Networking and Communications (ICNC)/2026-02-16--2026-02-19
  • A Sub-Microsecond HuffYUV-Based FPGA Accelerator for Real-Time Video Compression over High-Bandwidth Networks
    Kurosawa Takeo; Sugiura Keisuke; Yamaguchi Yoshiki; Ts...
    IEEE Consumer Communications & Networking Conference (CCNC)/2026-01-09--2026-01-12
  • Performance Comparison for CPU, FPGA, and GPU in CRS Format Conversion Processing
    Yokono Tomoya; Sugiura Keisuke; Yamaguchi Yoshiki
    IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC)/2025-12-15--2025-12-18
  • PointODE: Lightweight Point Cloud Learning with Neural Ordinary Differential Equations on Edge
    Sugiura Keisuke; Yasuda Mizuki; Matsutani Hiroki
    IEEE International Conference on Field Programmable Technology (ICFPT)/2025-12-02--2025-12-05
  • Marker-Based Recognition for Autonomous Micro-Drone Flight: An FPGA-Optimized Feasibility Study
    Diego Marcelo Ramirez Jove; SUGIURA Keisuke; YAMAGUCHI ...
    IFIP/IEEE International Conference on Very Large Scale Integration/2025-10-12--2025-10-15
  • Scalable Quantum State Simulation via Precision-Aware FP Arithmetic
    コ ショウウ; 庭瀬 稜平; 杉浦 圭祐; 山口 佳樹; ウェイ カイジ; 天野 英晴; 三好 健文
    Summer united Workshops on Parallel, Distributed and Cooperative Processing (SWoPP 2025)/2025-07-28
  • A Lightweight On-device CNN Fine-tuning using Skip2-LoRA and Quantized Cache
    Matsutani Hiroki; Sugiura Keisuke; Kondo Masaaki; Marc...
    Asia and South Pacific Design Automation Conference (ASP-DAC)/2025-01-20
  • Evaluation of Neural Network Based Scan Matching for SLAM SoC Implementations
    Sugiura Keisuke; Matsutani Hiroki
    IEEE Symposium on Low-Power and High-Speed Chips and Systems (COOL Chips)/2021-04-14
Teaching
2025-04 -- (current)論理回路筑波大学
Professional activities
2025-06 -- (current)電子情報通信学会リコンフィギャラブルシステム研究専門委員会 専門委員
2025-04 -- (current)International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies (HEART 2025) Organizing CommitteePublicity Chair

(Last updated: 2026-01-19)