ホーム > 杉浦 圭祐/ Sugiura, Keisuke

杉浦 圭祐

Sugiura, Keisuke

システム情報系 , 助教
Institute of Systems and Information Engineering , Assistant Professor

https://scholar.google.com/citations?user=l_Wf8GUAAAAJ

https://www.lila.cs.tsukuba.ac.jp/

  1. 1. Unsupervised Anomaly Detection for Event Cameras with Lightweight Spatio-Temporal Encoder on FPGA Yang, Hui; Sugiura, Keisuke; Kojima, Takuya; Yamaguchi, Yoshiki
      International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies (HEART) (2026)
  2. 2. Lightweight Adjacency Estimation for Irregular Object Reassembly using Siamese Networks Kodama, Kokoro; Sugiura, Keisuke; Kojima, Takuya; Yamaguchi, Yoshiki
      International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies (HEART) (2026)
  3. 3. InstantFT: An FPGA-Based Runtime Subsecond Fine-tuning of CNN Models Sugiura, Keisuke; Kondo, Masaaki; Marculescu, Radu; Matsutani, Hiroki
      IEEE Micro 46: 66 (2026)
  4. 4. 防災観測用光伝送システムの長期運用更新に向けたSTMフレーム処理のFPGA実装 村上, 祥徳; 杉浦, 圭祐; 小島, 拓也; 山口, 佳樹 (+1 著者) 久保, 久彦
      電子情報通信学会技術研究報告 (信学技報) 125: 77 (2026)
  5. 5. Low-Latency Streaming for Immersive Remote Interaction with a Spherical Display Tabata, Den; Taiga, Kobori; Sugiura, Keisuke; Yamaguchi, Yoshiki (+3 著者) Narikawa, Satoshi
      IEEE International Conference on Computing, Networking and Communications (ICNC) 729 (2026)
  6. 6. A Sub-Microsecond HuffYUV-Based FPGA Accelerator for Real-Time Video Compression over High-Bandwidth Networks Kurosawa, Takeo; Sugiura, Keisuke; Yamaguchi, Yoshiki; Tsugami, Ryouhei (+2 著者) Narikawa, Satoshi
      IEEE Consumer Communications & Networking Conference (CCNC) (2026)
  7. 7. 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) 1 (2025)
  8. 8. 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) 522 (2025)
  9. 9. 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: (2025)
  10. 10. Marker-Based Recognition for Autonomous Micro-Drone Flight: An FPGA-Optimized Feasibility Study Jove, Diego Marcelo Ramírez; Sugiura, Keisuke; Yamaguchi, Yoshiki
      IFIP/IEEE International Conference on Very Large Scale Integration (VLSI-SoC) 185 (2025)
  11. 11. 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: 79 (2025)
  12. 12. 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: 146 (2025)
  13. 13. 精度最適化型浮動小数点演算による拡張可能な量子状態計算 コ, ショウウ; 庭瀬, 稜平; 杉浦, 圭祐; 山口, 佳樹 (+2 著者) 三好, 健文
      IEICE Technical Reports 125: 42 (2025)
  14. 14. FPGA-Accelerated Correspondence-free Point Cloud Registration with PointNet Features Sugiura, Keisuke; Matsutani, Hiroki
      ACM Transactions on Reconfigurable Technology and Systems 18: 1 (2025)
  15. 15. 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: 159 (2024)
  16. 16. A Cost-Efficient FPGA-Based CNN-Transformer using Neural ODE Okubo, Ikumi; Sugiura, Keisuke; Matsutani, Hiroki
      IEEE Access 12: 155773 (2024)
  17. 17. 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: 70 (2024)
  18. 18. An Integrated FPGA Accelerator for Deep Learning-based 2D/3D Path Planning Sugiura, Keisuke; Matsutani, Hiroki
      IEEE Transactions on Computers 73: 1442 (2024)
  19. 19. An FPGA-Based Accelerator for Graph Embedding using Sequential Training Algorithm Sunaga, Kazuki; Sugiura, Keisuke; Matsutani, Hiroki
      Reconfigurable Architectures Workshop (RAW) 148 (2024)
  20. 20. A Scalable Secure Fault Tolerant Aggregation for P2P Federated Learning Yahata, Yujiro; Sugiura, Keisuke; Matsutani, Hiroki
      Advances in Parallel and Distributed Computational Models (APDCM) 222 (2024)
1 2 3
  1. 1. Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing: Software Optimizations and Hardware/Software Codesign Matsutani, Hiroki; Sugiura, Keisuke
    2023年10月
  1. 1. Lightweight Adjacency Estimation for Irregular Object Reassembly using Siamese Networks Kodama, Kokoro; Sugiura, Keisuke; Kojima, Takuya; Yamaguchi, Yoshiki
    International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies (HEART)
  2. 2. Unsupervised Anomaly Detection for Event Cameras with Lightweight Spatio-Temporal Encoder on FPGA Yang, Hui; Sugiura, Keisuke; Kojima, Takuya; Yamaguchi, Yoshiki
    International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies (HEART)
  3. 3. 防災観測用光伝送システムの長期運用更新に向けたSTMフレーム処理のFPGA実装 村上, 祥徳; 杉浦, 圭祐; 小島, 拓也; 山口, 佳樹; 功刀, 卓; 久保, 久彦
    電子情報通信学会 コミュニケーションシステム研究会 (CS)
  4. 4. 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)
  5. 5. 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)
  6. 6. A Sub-Microsecond HuffYUV-Based FPGA Accelerator for Real-Time Video Compression over High-Bandwidth Networks Kurosawa, Takeo; Sugiura, Keisuke; Yamaguchi, Yoshiki; Tsugami, Ryouhei; Fujiwara, Toshihito; Fukui, Tatsuya; Narikawa, Satoshi
    IEEE Consumer Communications & Networking Conference (CCNC)
  7. 7. Low-Latency Streaming for Immersive Remote Interaction with a Spherical Display Tabata, Den; Taiga, Kobori; Sugiura, Keisuke; Yamaguchi, Yoshiki; Tsugami, Ryouhei; Fujiwara, Toshihito; Fukui, Tatsuya; Narikawa, Satoshi
    IEEE International Conference on Computing, Networking and Communications (ICNC)
  8. 8. Marker-Based Recognition for Autonomous Micro-Drone Flight: An FPGA-Optimized Feasibility Study Marcelo, Ramirez Jove Diego; Sugiura, Keisuke; Yamaguchi, Yoshiki
    IFIP/IEEE International Conference on Very Large Scale Integration IFIP/IEEE VLSI-SoC SC/OC
  9. 9. 精度最適化型浮動小数点演算による拡張可能な量子状態計算 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
    2025年並列／分散／協調処理に関するサマー・ワークショップ（SWoPP 2025） 2025年並列／分散／協調処理に関するサマー・ワークショップ（SWoPP 2025）
  10. 10. 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)
  11. 11. A Lightweight On-device CNN Fine-tuning using Skip2-LoRA and Quantized Cache Matsutani, Hiroki; Sugiura, Keisuke; Kondo, Masaaki; Marculescu, Radu
    Asia and South Pacific Design Automation Conference (ASP-DAC)

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