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Chiang YiHan  江 易翰

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Chiang Yi-Han  江 易翰

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Researcher Number 10824196
Other IDs
Affiliation (Current) 2025: 大阪公立大学, 大学院工学研究科 , 准教授
Affiliation (based on the past Project Information) *help 2022 – 2023: 大阪公立大学, 大学院工学研究科, 助教
2020 – 2021: 大阪府立大学, 工学(系)研究科(研究院), 助教
2018 – 2019: 国立情報学研究所, アーキテクチャ科学研究系, 特任助教
Review Section/Research Field
Principal Investigator
Basic Section 60060:Information network-related / 1001:Information science, computer engineering, and related fields
Except Principal Investigator
Medium-sized Section 60:Information science, computer engineering, and related fields
Keywords
Principal Investigator
Task Offloading / 混合整数非線形計画法 / 最適性ギャップ / コホート / 無線連合学習 / エッジ人工知能 / 空中計算 / 連合学習 / Machine Learning / Integer Programming … More / Task Scheduling / Edge Computing / Nonlinear programming / Deep learning / Task scheduling / Task offloading / Information freshness / Serverless computing / Age of information / Internet of Things / Edge computing / 情報鮮度 / IoT / エッジコンピューティング / offloading & scheduling / task scheduling / task offloading / mixed integer program / cotask / cotask scheduling / cotask offloading / mobile edge computing / Reinforcement Learning / Actor-Critic Method / Delay Sensitivities / Mobile Edge Computing / 混合整数非線形計画 / コタスク / スケジューリング / オフロード / モバイルエッジコンピューティング … More
Except Principal Investigator
FPGA / オフローティング / コンテクスト / 無線資源割当 / 無線通信システム / 資源割当 / 機械学習 / 実時間制御 / 次世代無線システム / 深層強化学習 / 次世代モビリティ / モバイルエッジコンピューティング / 情報の鮮度 / Internet of Vehicles / 自律分散制御 / 車両IoT / エッジコンピューティング / 車両ネットワーク Less
  • Research Projects

    (5 results)
  • Research Products

    (47 results)
  • Co-Researchers

    (6 People)
  •  無線連合学習における通信・計算時間とデータ分布に基づいたコホート化技術の研究開発Principal Investigator

    • Principal Investigator
      江 易翰
    • Project Period (FY)
      2023 – 2025
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 60060:Information network-related
    • Research Institution
      Osaka Metropolitan University
  •  Mixed-Clairvoyance Task Offloading and Scheduling in Multi-access Edge Computing Systems: From Combinatorial Optimization to Machine LearningPrincipal Investigator

    • Principal Investigator
      Chiang Yi-Han
    • Project Period (FY)
      2020 – 2022
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 60060:Information network-related
    • Research Institution
      Osaka Metropolitan University
      Osaka Prefecture University
  •  Researches on Model-aided Learning Approaches for Reliable Realtime Control in Future Wireless Systems

    • Principal Investigator
      計 宇生
    • Project Period (FY)
      2020 – 2023
    • Research Category
      Grant-in-Aid for Scientific Research (A)
    • Review Section
      Medium-sized Section 60:Information science, computer engineering, and related fields
    • Research Institution
      National Institute of Informatics
  •  Self-Evolving Vehicular Edge Platform for Next Generation Mobility Support

    • Principal Investigator
      Ji Yusheng
    • Project Period (FY)
      2018 – 2021
    • Research Category
      Fund for the Promotion of Joint International Research (Fostering Joint International Research (B))
    • Review Section
      Medium-sized Section 60:Information science, computer engineering, and related fields
    • Research Institution
      National Institute of Informatics
  •  Cotask-Aware Offloading and Scheduling in Mobile-Edge Computing SystemsPrincipal Investigator

    • Principal Investigator
      Chiang Yi-Han
    • Project Period (FY)
      2018 – 2019
    • Research Category
      Grant-in-Aid for Research Activity Start-up
    • Review Section
      1001:Information science, computer engineering, and related fields
    • Research Institution
      National Institute of Informatics

All 2024 2023 2022 2021 2020 2019 2018

All Journal Article Presentation

  • [Journal Article] Optimal Transport-Based One-Shot Federated Learning for Artificial Intelligence of Things2024

    • Author(s)
      Yi-Han Chiang, Koudai Terai, Tsung-Wei Chiang, Hai Lin, Yusheng Ji, John C. S. Lui
    • Journal Title

      IEEE Internet of Things Journal

      Volume: 11 Issue: 2 Pages: 2166-2180

    • DOI

      10.1109/jiot.2023.3293230

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K16871
  • [Journal Article] Joint Client Selection and Receive Beamforming for Over-the-Air Federated Learning With Energy Harvesting2023

    • Author(s)
      Caijuan Chen, Yi-Han Chiang, Hai Lin, John C.S. Lui, Yusheng Ji
    • Journal Title

      IEEE Open Journal of the Communications Society

      Volume: 4 Pages: 1127-1140

    • DOI

      10.1109/ojcoms.2023.3271765

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K16871, KAKENHI-PROJECT-23KJ1005
  • [Journal Article] Software-Defined Maritime Fog Computing: Architecture, Advantages, and Feasibility2022

    • Author(s)
      Zhu Chao、Zhang Wenjun、Chiang Yi-Han、Ye Neng、Du Lei、An Jianping
    • Journal Title

      IEEE Network

      Volume: 36 Issue: 2 Pages: 26-33

    • DOI

      10.1109/mnet.003.2100433

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K19794
  • [Journal Article] Energy Harvesting Aware Client Selection for Over-the-Air Federated Learning2022

    • Author(s)
      Chen Caijuan、Chiang Yi-Han、Lin Hai、Lui John C.S.、Ji Yusheng
    • Journal Title

      Proceedings of 2022 IEEE Global Communications Conference (GLOBECOM 2022)

      Volume: - Pages: 5069-5074

    • DOI

      10.1109/globecom48099.2022.10001136

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20H00592
  • [Journal Article] Age-Efficient Concurrent Information Update Scheduling in Edge-Native Systems2022

    • Author(s)
      Yi-Han Chiang, Sonori Wakisaka, Chao Zhu, Hai Lin, Yusheng Ji
    • Journal Title

      IEEE Wireless Communications Letters

      Volume: 11 Issue: 5 Pages: 1-1

    • DOI

      10.1109/lwc.2022.3146908

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18KK0279, KAKENHI-PROJECT-20K19794
  • [Journal Article] Information Cofreshness-aware Grant Assignment and Transmission Scheduling for Internet of Things2021

    • Author(s)
      Chiang Yi-Han、Lin Hai、Ji Yusheng
    • Journal Title

      IEEE Internet of Things Journal

      Volume: - Issue: 19 Pages: 202-209

    • DOI

      10.1109/jiot.2021.3052007

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K19794, KAKENHI-PROJECT-18KK0279, KAKENHI-PROJECT-19H04093, KAKENHI-PROJECT-20H00592
  • [Journal Article] Hysteretic Optimality of Container Warming Control in Serverless Computing Systems2021

    • Author(s)
      Chiang Yi-Han、Zhu Chao、Lin Hai、Ji Yusheng
    • Journal Title

      IEEE Networking Letters

      Volume: 3 Issue: 3 Pages: 138-141

    • DOI

      10.1109/lnet.2021.3086489

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K19794, KAKENHI-PROJECT-20H00592
  • [Journal Article] Deep-Dual-Learning-Based Cotask Processing in Multiaccess Edge Computing Systems2020

    • Author(s)
      Chiang Yi-Han、Chiang Tsung-Wei、Zhang Tianyu、Ji Yusheng
    • Journal Title

      IEEE Internet of Things Journal

      Volume: 7 Issue: 10 Pages: 9383-9398

    • DOI

      10.1109/jiot.2020.3004165

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K19794, KAKENHI-PROJECT-18KK0279, KAKENHI-PROJECT-20H00592
  • [Journal Article] SVP: Sinusoidal Viewport Prediction for 360-Degree Video Streaming2020

    • Author(s)
      Jiang Xiaolan、Naas Si Ahmed、Chiang Yi-Han、Sigg Stephan、Ji Yusheng
    • Journal Title

      IEEE Access

      Volume: 8 Pages: 164471-164481

    • DOI

      10.1109/access.2020.3022062

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20H00592
  • [Journal Article] FlexSensing: A QoI and Latency Aware Task Allocation Scheme for Vehicle-based Visual Crowdsourcing via Deep Q-Network2020

    • Author(s)
      Zhu Chao、Chiang Yi-Han、Xiao Yu、Ji Yusheng
    • Journal Title

      IEEE Internet of Things Journal

      Volume: 8 Issue: 9 Pages: 7625-7637

    • DOI

      10.1109/jiot.2020.3040615

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K19794, KAKENHI-PROJECT-18KK0279, KAKENHI-PROJECT-19H04093
  • [Journal Article] Network Slicing-Enabled Green C-RAN2019

    • Author(s)
      Yi-Han Chiang and Yusheng Ji
    • Journal Title

      Encyclopedia of Wireless Networks

      Volume: - Pages: 1-6

    • DOI

      10.1007/978-3-319-32903-1_212-1

    • ISBN
      9783319329031
    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K21539
  • [Journal Article] Chameleon: Latency and Resolution Aware Task Offloading for Visual-based Assisted Driving2019

    • Author(s)
      Chao Zhu, Yi-Han Chiang, Abbas Mehrabi, Yu Xiao, Antti Yla-Jaaski, Yusheng Ji
    • Journal Title

      IEEE Transactions on Vehicular Technology

      Volume: 68 Issue: 9 Pages: 9038-9048

    • DOI

      10.1109/tvt.2019.2924911

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18KK0279, KAKENHI-PROJECT-19K21539
  • [Journal Article] Joint Cotask-aware Offloading and Scheduling in Mobile Edge Computing Systems2019

    • Author(s)
      Yi-Han Chiang, Tianyu Zhang, Yusheng Ji
    • Journal Title

      IEEE Access

      Volume: 7 Pages: 105008-105018

    • DOI

      10.1109/access.2019.2931336

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-18KK0279, KAKENHI-PROJECT-19K21539
  • [Presentation] 量子古典ハイブリッドコンピューティングによる連合学習2024

    • Author(s)
      久森敬太,江易翰,林海,計宇生
    • Organizer
      2024年電子情報通信学会総合大会
    • Data Source
      KAKENHI-PROJECT-23K16871
  • [Presentation] チャネル時変性に対処したOTA連合学習におけるコホート作成2024

    • Author(s)
      寺井広大,江易翰,林海,計宇生
    • Organizer
      2024年電子情報通信学会総合大会
    • Data Source
      KAKENHI-PROJECT-23K16871
  • [Presentation] モデルポイズニング攻撃に対処する適応的連合学習に関する研究2023

    • Author(s)
      西本賢司,江易翰,林海,計宇生
    • Organizer
      令和5年電気関係学会関西連合大会
    • Data Source
      KAKENHI-PROJECT-23K16871
  • [Presentation] モデルポイズニング攻撃に対処する連合学習の開発に関する研究2023

    • Author(s)
      西本賢司、寺井広大、江易翰、林海、計宇生
    • Organizer
      電子情報通信学会総合大会
    • Data Source
      KAKENHI-PROJECT-20K19794
  • [Presentation] モバイルSINETを用いた連合学習の性能に関する実証実験2023

    • Author(s)
      玉柏昌大,寺井広大,江 易翰,林 海,計 宇生
    • Organizer
      2023年電子情報通信学会総合大会
    • Data Source
      KAKENHI-PROJECT-20H00592
  • [Presentation] Cohort-based Power Scaling and Gradient Recovery for Over-The-Air Federated Learning2023

    • Author(s)
      Koudai Terai, Yi-Han Chiang, Hai Lin, Yusheng Ji
    • Organizer
      IEEE Vehicular Technology Conference (VTC2023-Fall)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K16871
  • [Presentation] モデルポイズニング攻撃に対処する連合学習の開発に関する研究2023

    • Author(s)
      西本賢司,寺井広大,江 易翰,林 海,計 宇生
    • Organizer
      2023年電子情報通信学会総合大会
    • Data Source
      KAKENHI-PROJECT-20H00592
  • [Presentation] モバイルSINETを用いた連合学習の性能に関する実証実験2023

    • Author(s)
      玉柏昌大、寺井広大、江易翰、林海、計宇生
    • Organizer
      電子情報通信学会総合大会
    • Data Source
      KAKENHI-PROJECT-20K19794
  • [Presentation] FedATM: Adaptive Trimmed Mean based Federated Learning against Model Poisoning Attacks2023

    • Author(s)
      Kenji Nishimoto, Yi-Han Chiang, Hai Lin, Yusheng Ji
    • Organizer
      IEEE Vehicular Technology Conference (VTC2023- Spring)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K16871
  • [Presentation] 胸部X線画像におけるデータ不均一度が連合学習に与える影響に関する分析2022

    • Author(s)
      寺井広大,江 易翰,林 海,計 宇生
    • Organizer
      令和4年電気関係学会関西連合大会
    • Data Source
      KAKENHI-PROJECT-20H00592
  • [Presentation] Energy Harvesting Aware Client Selection for Over-the-Air Federated Learning2022

    • Author(s)
      Chen Caijuan、Chiang Yi-Han、Lin Hai、Lui John C.S.、Ji Yusheng
    • Organizer
      IEEE Global Communications Conference
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K19794
  • [Presentation] Resource Allocation for Over-the-Air Federated Learning with Energy Harvesting2022

    • Author(s)
      Caijuan Chen, Yi-Han Chiang, Yusheng Ji
    • Organizer
      WiE Special Session, IEEE World Forum on IoT 2022
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20H00592
  • [Presentation] Client Selection and Energy Management for Over-the-Air Federated learning2022

    • Author(s)
      Caijuan Chen, Yi-Han Chiang, Yusheng Ji
    • Organizer
      Workshop on Intelligent Connected Autonomous Vehicles and Smart Mobility
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20H00592
  • [Presentation] 胸部X線画像におけるデータ不均一度が連合学習に与える影響に関する分析2022

    • Author(s)
      寺井広大、江易翰、林海、計宇生
    • Organizer
      電気関係学会関西連合大会
    • Data Source
      KAKENHI-PROJECT-20K19794
  • [Presentation] OFDMにおけるSparse Codingを用いた位相雑音補償2021

    • Author(s)
      赤葉尚樹,江易翰,林海
    • Organizer
      2021年電子情報通信学会総合大会
    • Data Source
      KAKENHI-PROJECT-20H00592
  • [Presentation] Timely Information Updates for the Internet of Things with Serverless Computing2021

    • Author(s)
      Sonori Wakisaka, Yi-Han Chiang, Hai Lin, Yusheng Ji
    • Organizer
      IEEE International Conference on Communications (IEEE ICC)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20H00592
  • [Presentation] サーバーレスコンピューティングにおける情報鮮度を考慮したスケジューリング設計2021

    • Author(s)
      脇坂園里,江易翰,計宇生,林海
    • Organizer
      令和3年電気関係学会関西連合大会
    • Data Source
      KAKENHI-PROJECT-18KK0279
  • [Presentation] サーバーレスコンピューティングにおける情報鮮度を考慮したスケジューリング設計2021

    • Author(s)
      脇坂園里,江易翰,計宇生,林海
    • Organizer
      令和3年電気関係学会関西連合大会
    • Data Source
      KAKENHI-PROJECT-20K19794
  • [Presentation] 健康異常検知における不均一なデータへの連合学習の個別化2021

    • Author(s)
      寺井広大,江易翰,林海
    • Organizer
      電子情報通信学会総合大会
    • Data Source
      KAKENHI-PROJECT-20K19794
  • [Presentation] Timely Information Updates for the Internet of Things with Serverless Computing2021

    • Author(s)
      Wakisaka Sonori、Chiang Yi-Han、Lin Hai、Ji Yusheng
    • Organizer
      IEEE International Conference on Communications (ICC)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K19794
  • [Presentation] データ収集における情報鮮度の測定に関する研究2021

    • Author(s)
      玉柏昌大,趙亮,江易翰,計宇生,林海
    • Organizer
      令和3年電気関係学会関西連合大会
    • Data Source
      KAKENHI-PROJECT-20K19794
  • [Presentation] サーバーレスコンピューティングにおける情報鮮度を考慮したスケジューリング設計2021

    • Author(s)
      脇坂園里、江易翰、計宇生、林海
    • Organizer
      令和3年電気関係関西連合大会 G10-2
    • Data Source
      KAKENHI-PROJECT-20H00592
  • [Presentation] Timely Information Updates for the Internet of Things with Serverless Computing2021

    • Author(s)
      Sonori Wakisaka, Yi-Han Chiang, Hai Lin, Yusheng Ji
    • Organizer
      IEEE International Conference on Communications
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18KK0279
  • [Presentation] データ収集における情報鮮度の測定に関する研究2021

    • Author(s)
      玉柏昌大,趙亮,江易翰,計宇生,林海
    • Organizer
      令和3年電気関係学会関西連合大会 G7-1
    • Data Source
      KAKENHI-PROJECT-20H00592
  • [Presentation] データ収集における情報鮮度の測定に関する研究2021

    • Author(s)
      玉柏昌大,趙亮,江易翰,計宇生,林海
    • Organizer
      令和3年電気関係学会関西連合大会
    • Data Source
      KAKENHI-PROJECT-18KK0279
  • [Presentation] Data-Driven Phase Noise Mitigation in OFDM Systems2021

    • Author(s)
      N. Akaba, Y.-H. Chiang and H. Lin
    • Organizer
      IEEE 18th Annual Consumer Communications & Networking Conference
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20H00592
  • [Presentation] Freshness-aware Energy Saving in Cellular Systems with Cooperative Information Updates2020

    • Author(s)
      Chiang Yi-Han、Lin Hai、Ji Yusheng、Liao Wanjiun
    • Organizer
      IEEE Global Communications Conference (GLOBECOM)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K19794
  • [Presentation] Resource Allocation for Multi-access Edge Computing with Coordinated Multi-Point Reception2020

    • Author(s)
      J.-J. Hung, W. Liao and Y.-H. Chiang
    • Organizer
      2020 IEEE Wireless Communications and Networking Conference
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20H00592
  • [Presentation] Resource Allocation for Multi-access Edge Computing with Coordinated Multi-Point Reception2020

    • Author(s)
      Hung Jian-Jyun、Liao Wanjiun、Chiang Yi-Han
    • Organizer
      IEEE Wireless Communications and Networking Conference (WCNC)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K19794
  • [Presentation] Resource Allocation for Multi-access Edge Computing with Coordinated Multi-Point Reception2020

    • Author(s)
      Jian-Jyun Hung, Wanjiun Liao, and Yi-Han Chiang
    • Organizer
      IEEE Wireless Communications and Networking Conference (WCNC)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K21539
  • [Presentation] Freshness-Aware Energy Saving in Cellular Systems with Cooperative Information Updates2020

    • Author(s)
      Chiang Yi-Han、Lin Hai、Ji Yusheng、Liao Wanjiun
    • Organizer
      IEEE Global Communications Conference
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20H00592
  • [Presentation] Learning-based Offloading of Tasks with Diverse Delay Sensitivities for Mobile Edge Computing2019

    • Author(s)
      Tianyu Zhangy, Yi-Han Chiang, Cristian Borcea, and Yusheng Ji
    • Organizer
      IEEE Global Communications Conference (GLOBECOM)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K21539
  • [Presentation] Learning-based Offloading of Tasks with Diverse Delay Sensitivities for Mobile Edge Computing2019

    • Author(s)
      Tianyu Zhang, Yi-Han Chiang, Cristian Borcea, Yusheng Ji
    • Organizer
      IEEE GLOBECOM
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18KK0279
  • [Presentation] RELISH: Green Multicell Clustering in Heterogeneous Networks with Shareable Caching2018

    • Author(s)
      Yi-Han Chiang
    • Organizer
      IEEE Global Communications Conference (GLOBECOM)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K21539
  • 1.  Ji Yusheng (80225333)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 18 results
  • 2.  策力 木格 (90596230)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 3.  山本 嶺 (90581538)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 4.  金子 めぐみ (10595739)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 5.  村瀬 勉 (10530941)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 6.  吉永 努 (60210738)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results

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