wu jun ＷＵＪｕｎ

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WU Jun ゴグン

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Researcher Number	80935982
Affiliation (Current)	2026: 早稲田大学, 理工学術院(情報生産システム研究科・センター), 教授(任期付)
Affiliation (based on the past Project Information) *help	2023 – 2024: 早稲田大学, 理工学術院(情報生産システム研究科・センター), 教授(任期付)
Review Section/Research Field	Principal Investigator Basic Section 60060:Information network-related / Basic Section 60060:Information network-related
Keywords	Principal Investigator Edge-cloud collaboration / Large model / Heterogeneous privacy / Privacy Preserving / Federated Learning / Internet of Things / Federated learning / Privacy preserving

Heterogeneous Privacy-Preserving Large Model Method in Collaborative Edge-CloudPrincipal Investigator
- Principal Investigator
  
  WU Jun
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for JSPS Fellows
- Review Section
  
  Basic Section 60060:Information network-related
- Research Institution
  Waseda University
Heterogeneous Privacy Preserving Method for Wireless Federated LearningPrincipal Investigator
- Principal Investigator
  
  WU Jun
- Project Period (FY)
  2023 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60060:Information network-related
- Research Institution
  Waseda University

All 2025 2024 2023

All Journal Article Presentation

[Journal Article] GAI-AntiCopy: Infrequent Transformation Aided Accuracy-Consistent Copyright Protection for Generative AI Instructions in NGN2025
- Author(s)
  Fan Yixin、Wu Jun
- Journal Title
  
  IEEE Transactions on Cognitive Communications and Networking
  
  Volume: 11 Issue: 2 Pages: 1013-1023
- DOI
  10.1109/tccn.2025.3528893
- Data Source
  KAKENHI-PROJECT-23K11072
[Journal Article] Protecting Your Attention During Distributed Graph Learning: Efficient Privacy-Preserving Federated Graph Attention Network2025
- Author(s)
  Zhou Jinhao、Wu Jun、Ni Jianbing、Wang Yuntao、Pan Yanghe、Su Zhou
- Journal Title
  
  IEEE Transactions on Information Forensics and Security
  
  Volume: 20 Pages: 1949-1964
- DOI
  10.1109/tifs.2025.3536612
- Data Source
  KAKENHI-PROJECT-23K11072
[Journal Article] Incentive Distributed Knowledge Graph Market for Generative Artificial Intelligence in IoT2025
- Author(s)
  Hao Guozhi、Pan Qianqian、Wu Jun
- Journal Title
  
  IEEE Internet of Things Journal
  
  Volume: 12 Issue: 10 Pages: 13367-13383
- DOI
  10.1109/jiot.2024.3522191
- Data Source
  KAKENHI-PROJECT-23K11072, KAKENHI-PROJECT-24KF0259
[Journal Article] TeraPRI: Homomorphic Terahertz-Empowered Joint Wireless Power and Information Transfer with Privacy-Preserving for 6G-Autonomous Vehicles2025
- Author(s)
  Pauu Kulaea Taueveeve、Wu Jun、Bashir Ali Kashif
- Journal Title
  
  IEEE Transactions on Consumer Electronics
  
  Volume: Early Access Issue: 2 Pages: 1-1
- DOI
  10.1109/tce.2025.3552624
- Data Source
  KAKENHI-PROJECT-23K11072
[Journal Article] Machine Learning and Zero Knowledge Empowered Trustworthy Bitcoin Mixing for Next-G Consumer Electronics Payment2024
- Author(s)
  Xijian Xu, Jun Wu, Ali Kashif Bashir, Marwan Omar
- Journal Title
  
  IEEE Transactions on Consumer Electronics
  
  Volume: 70 Issue: 1 Pages: 2210-2223
- DOI
  10.1109/tce.2024.3361690
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11072
[Journal Article] Blockchain and Multi-Agent Learning Empowered Incentive IRS Resource Scheduling for Intelligent Reconfigurable Networks2024
- Author(s)
  Pan Qianqian、Wu Jun、Li Jianhua、Yang Wu、Guizani Mohsen
- Journal Title
  
  IEEE/ACM Transactions on Networking
  
  Volume: 32 Issue: 2 Pages: 943-958
- DOI
  10.1109/tnet.2023.3309729
- Data Source
  KAKENHI-PROJECT-23K11072
[Journal Article] Quantifying the uncertainty of LLM hallucination spreading in complex adaptive social networks2024
- Author(s)
  Hao Guozhi、Wu Jun、Pan Qianqian、Morello Rosario
- Journal Title
  
  Scientific Reports
  
  Volume: 14 Issue: 1 Pages: 1-13
- DOI
  10.1038/s41598-024-66708-4
- Data Source
  KAKENHI-PROJECT-23K11072
[Journal Article] Fuzzing Digital Twin With Graphical Visualization of Electronic AVs Provable Test for Consumer Safety2024
- Author(s)
  Yang Hong, Jun Wu
- Journal Title
  
  IEEE Transactions on Consumer Electronics
  
  Volume: 70 Issue: 1 Pages: 4633-4644
- DOI
  10.1109/tce.2023.3269528
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11072
[Journal Article] LLM-Twin: mini-giant model-driven beyond 5G digital twin networking framework with semantic secure communication and computation2024
- Author(s)
  Hong Yang、Wu Jun、Morello Rosario
- Journal Title
  
  Scientific Reports
  
  Volume: 14 Issue: 1 Pages: 1-21
- DOI
  10.1038/s41598-024-69474-5
- Data Source
  KAKENHI-PROJECT-23K11072
[Journal Article] Privacy-Preserving Federated Learning of Remote Sensing Image Classification With Dishonest Majority2023
- Author(s)
  Jiang Zhu, Jun Wu, Ali Kashif Bashir, Qianqian Pan, Wu Yang
- Journal Title
  
  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
  
  Volume: 16 Pages: 4685-4698
- DOI
  10.1109/jstars.2023.3276781
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11072
[Journal Article] Privacy-Preserving Cross-Area Traffic Forecasting in ITS: A Transferable Spatial-Temporal Graph Neural Network Approach2023
- Author(s)
  Yuxin Qi, Jun Wu, Ali Kashif Bashir, Xi Lin, Wu Yang, Mohammad Dahman Alshehri
- Journal Title
  
  IEEE Transactions on Intelligent Transportation Systems
  
  Volume: 24 Issue: 12 Pages: 15499-15512
- DOI
  10.1109/tits.2022.3215326
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11072
[Journal Article] Heterogeneous Differential-Private Federated Learning: Trading Privacy for Utility Truthfully2023
- Author(s)
  Xi Lin, Jun Wu, Jianhua Li, Chao Sang, Shiyan Hu, M. Jamal Deen
- Journal Title
  
  IEEE Transactions on Dependable and Secure Computing
  
  Volume: 20 Issue: 6 Pages: 5113-5129
- DOI
  10.1109/tdsc.2023.3241057
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11072
[Journal Article] Differential Privacy and Blockchain-Empowered Decentralized Graph Federated Learning Enabled UAVs for Disaster Response2023
- Author(s)
  Kulaea Taueveeve Pauu, Jun Wu, Yixin Fan, Qianqian Pan, Mafua-’i-Vaiutukakau Maka
- Journal Title
  
  IEEE Internet of Things Journal
  
  Volume: Early Access Issue: 12 Pages: 1-1
- DOI
  10.1109/jiot.2023.3332216
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11072
[Presentation] Selective Privacy-Preserving Federated Learning for Large Language Model Fine-Tuning2025
- Author(s)
  Qianqian Pan、Jun Wu
- Organizer
  The 21st International Wireless Communications & Mobile Computing Conference (IWCMC 2025)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11072
[Presentation] Privacy-Preserving Prompt Injection Detection for Smart Cloud-Deployed Large Language Models2025
- Author(s)
  Guozhi Hao、Qianqian Pan、Yang Hong、Jun Wu (Best Paper Award)
- Organizer
  The 10th IEEE International Conference on Smart Cloud (IEEE SmartCloud 2025)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-24KF0259
[Presentation] Selective Privacy-Preserving Federated Learning for Large Language Model Fine-Tuning2025
- Author(s)
  Qianqian Pan、Jun Wu (Best Paper Award)
- Organizer
  The 21st International Wireless Communications & Mobile Computing Conference (IWCMC 2025)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-24KF0259
[Presentation] Privacy-Preserving Prompt Injection Detection for Smart Cloud-Deployed Large Language Models2025
- Author(s)
  Guozhi Hao、Qianqian Pan、Yang Hong、Jun Wu
- Organizer
  The 10th IEEE International Conference on Smart Cloud (IEEE SmartCloud 2025)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11072
[Presentation] Toward Privacy-Aware Efficient Federated Graph Attention Network in Smart Cloud2024
- Author(s)
  Jinhao Zhou、Zhou Su、Yuntao Wang、Yanghe Pan、Qianqian Pan、Lizheng Liu、Jun Wu
- Organizer
  The 9th IEEE International Conference on Smart Cloud (IEEE SmartCloud 2024)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11072
[Presentation] AI-Finger: From Physical Unclonable Function to AI-Hardware Fingerprint2024
- Author(s)
  Qianqian Pan、Jun Wu
- Organizer
  The 10th IEEE International Conference on Big Data Security on Cloud (BigDataSecurity 2024)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11072
[Presentation] Smart Contract Aided Dynamic Multi-Owner Copyright with Hierarchical Differential Royalties for Collaborative AI Model Trading2024
- Author(s)
  Yixin Fan、Jun Wu
- Organizer
  The 9th IEEE International Conference on Smart Cloud (IEEE SmartCloud 2024)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11072
[Presentation] Optimized Artificial Intelligence and Econometric Model Empowered Virtual-Fiat Settled Price Prediction in Green Cryptocurrency Networks2024
- Author(s)
  Xiaotong Jiang、Jun Wu、Qianqian Pan
- Organizer
  IEEE Global Communications Conference (GLOBECOM 2024)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11072
[Presentation] Mobile E-health On-Demand Knowledge Sharing with Copyright Protection: Joint Blockchain and NFT Approach2023
- Author(s)
  Guozhi Hao, Jun Wu, Shahid Mumtaz
- Organizer
  IEEE International Conference on Communications (ICC 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11072
[Presentation] Cloud- Honeypot and Differential Privacy Empowered Interactive Heat Protection Against Public Opinion Analysis2023
- Author(s)
  Zhengyi Sun, Qianqian Pan, Zhaohui Li, Jun Wu
- Organizer
  IEEE 8th International Conference on Smart Cloud (SmartCloud 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11072
[Presentation] Collaborative-Filtering Privacy-Preserving Vehicular Edge Computation Offloading in Green Smart Cities2023
- Author(s)
  Jiaxin Fan, Jun Wu, Shahid Mumtaz
- Organizer
  IEEE International Conference on Communications (ICC 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11072
[Presentation] Privacy-Preserving EEG Signal Analysis with Electrode Attention for Depression Diagnosis: Joint FHE and CNN Approach2023
- Author(s)
  Huanze Dong, Jun Wu, Ali Kashif Bashir, Qianqian Pan, Marwan Omar, Anwer Al-Dulaimi
- Organizer
  IEEE Global Communications Conference (GLOBECOM 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11072
[Presentation] Swarm Learning IRS in 6G-Metaverse: Secure Configurable Resources Trading for Reliable XR Communications2023
- Author(s)
  Qianqian Pan, Jun Wu, Xinping Guan, M. Jamal Deen
- Organizer
  IEEE Global Communications Conference (GLOBECOM 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11072

1. PAN QIANQIAN

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results

wu jun ＷＵ Ｊｕｎ

WU Jun ゴ グン

Research Projects

Research Products

Co-Researchers

Heterogeneous Privacy-Preserving Large Model Method in Collaborative Edge-CloudPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Heterogeneous Privacy Preserving Method for Wireless Federated LearningPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] GAI-AntiCopy: Infrequent Transformation Aided Accuracy-Consistent Copyright Protection for Generative AI Instructions in NGN2025

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Protecting Your Attention During Distributed Graph Learning: Efficient Privacy-Preserving Federated Graph Attention Network2025

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Incentive Distributed Knowledge Graph Market for Generative Artificial Intelligence in IoT2025

Author(s)

Journal Title

DOI

Data Source

[Journal Article] TeraPRI: Homomorphic Terahertz-Empowered Joint Wireless Power and Information Transfer with Privacy-Preserving for 6G-Autonomous Vehicles2025

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Machine Learning and Zero Knowledge Empowered Trustworthy Bitcoin Mixing for Next-G Consumer Electronics Payment2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Blockchain and Multi-Agent Learning Empowered Incentive IRS Resource Scheduling for Intelligent Reconfigurable Networks2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Quantifying the uncertainty of LLM hallucination spreading in complex adaptive social networks2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Fuzzing Digital Twin With Graphical Visualization of Electronic AVs Provable Test for Consumer Safety2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] LLM-Twin: mini-giant model-driven beyond 5G digital twin networking framework with semantic secure communication and computation2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Privacy-Preserving Federated Learning of Remote Sensing Image Classification With Dishonest Majority2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Privacy-Preserving Cross-Area Traffic Forecasting in ITS: A Transferable Spatial-Temporal Graph Neural Network Approach2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Heterogeneous Differential-Private Federated Learning: Trading Privacy for Utility Truthfully2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Differential Privacy and Blockchain-Empowered Decentralized Graph Federated Learning Enabled UAVs for Disaster Response2023

Author(s)

Journal Title

wu jun ＷＵＪｕｎ

WU Jun ゴグン