师资队伍

1、主持或参与项目

[1] 国家自然科学基金委员会, 外国学者研究基金项目, , Blockchained Federated Learning for Secure and Decentralised Machine Learning, 2024-01-01 至 2025-12-31, 39万元, 在研, 主持

[2] 科技部, 国家科技创新2030-重大项目青年科学家项目, 内嵌数理原理的群体智能涌现模式与运行机制, 2023-02 至今, 500万元, 在研, 参与

[3] 山东省科学技术厅, 山东省重点研发计划, 城市治理人工智能视频分析关键技术研究, 2025-01 至今, 40万元, 在研, 主持

[4] 山东省科学技术厅, 山东省双百计划, 城市治理大模型数据隐私安全应用研究, 2025-01 至今, 60万元, 在研, 主持

[5] 山东省教育厅, 山东省高等学校青创科技支持计划, , 山东省边缘智能计算青年创新团队, 2023-01 至今, 50万元, 在研, 参与

[6] Perpetual Impact Grants, Group, , Virtual Real-Time Auslan Interpreter (SLAVATAR) , 2022-01 至 2023-12, 47万元, 结题, 参与

[7] Victoria University, CAPAX, , Robotics and Artificial Intelligence in Smart Education, 2022-01 至 2022-12, 50万元, 结题, 主持

[8] Novatti Group Pty Ltd, Private Funded, Semantic analysis on transactions & anti money laundering, 2020-01 至 2022-12, 70万元, 结题, 主持

[9] Victoria State Government, Australia, State Government Funded Project, , Digital transformation for construction industry, 2020-03 至 2022-12, 600万元, 结题, 参与

[10] auDA Foundation, Private, , Online Wellness Support-at-Home Program for Older Australians, 2020-05 至 2021-05, 25万元, 结题, 参与

2、奖励

[1] 山东省计算中心（国家超级计算济南中心）- 特聘研究员

[2] 外国高端人才A类

[3] 山东省双百人才

[4] 电子电气工程学会青年专家

[5] 中国中医药信息学会理事

3、 论文、著作

[1] Gu, Bruce; Wang, Xiaodong; Qu, Youyang; Jin, Jiong; Xiang, Yong; Gao, Longxiang; , Context-aware privacy preservation in a hierarchical fog computing system, ICC 2019-2019 IEEE International Conference on Communications (ICC), 2019,  45809

[2] Gu, Bruce; Gao, Longxiang; Wang, Xiaodong; Qu, Youyang; Jin, Jiong; Yu, Shui; , Privacy on the edge: Customizable privacy-preserving context sharing in hierarchical edge computing, IEEE Transactions on Network Science and Engineering, 2019, 7, 4, 2298-2309

[3] Wang, Xiaodong; Gu, Bruce; Ren, Yongli; Ye, Wenjie; Yu, Shui; Xiang, Yong; Gao, Longxiang; , A fog-based recommender system, IEEE Internet of Things Journal, 2019, 7, 2, 1048-1060

[4] Wang, Xiaodong; Gu, Bruce; Qu, Youyang; Ren, Yongli; Xiang, Yong; Gao, Longxiang; , Reliable customized privacy-preserving in fog computing, ICC 2020-2020 IEEE International Conference on Communications (ICC), 2020, 45809

[5] Gu, Bruce; Wang, Xiaodong; Qu, Youyang; Jin, Jiong; Xiang, Yong; Gao, Longxiang; , Location-aware privacy preserving scheme in SDN-enabled fog computing, International Conference on Security and Privacy in Digital Economy, 2020, 176-190

[6] Wang, Xiaodong; Gu, Bruce; Qu, Youyang; Ren, Yongli; Xiang, Yong; Gao, Longxiang; , A privacy preserving aggregation scheme for fog-based recommender system, Network and System Security: 14th International Conference, NSS 2020, Melbourne, VIC, Australia, November 25–27, 2020, Proceedings 14, 2020, 408-418

[7] Ho, Stella; Qu, Youyang; Gu, Bruce; Gao, Longxiang; Li, Jianxin; Xiang, Yong; , DP-GAN: Differentially private consecutive data publishing using generative adversarial nets, Journal of Network and Computer Applications, 2021, 185, 103066

[8] Liu, Yinghui; Qu, Youyang; Xu, Chenhao; Hao, Zhicheng; Gu, Bruce; , Blockchain-enabled asynchronous federated learning in edge computing, Sensors, 2021, 21, 10, 3335

[9] Liu, Fangyu; Gu, Bruce; Qin, Shuwen; Zhang, Kaiyan; Cui, Lei; Xie, Gang; , Power grid partition with improved biogeography-based optimization algorithm, Sustainable energy technologies and assessments, 2021, 46, 101267

[10] Gao, Longxiang; Luan, Tom H; Gu, Bruce; Qu, Youyang; Xiang, Yong; , Privacy-preserving in edge computing, 2021

[11] Kaywan, Payam; Ahmed, Khandakar; Miao, Yuan; Ibaida, Ayman; Gu, Bruce; , DEPRA: an early depression detection analysis chatbot, Health Information Science: 10th International Conference, HIS 2021, Melbourne, VIC, Australia, October 25–28, 2021, Proceedings 10, 2021, 193-204

[12] Tan, Chenchen; Li, Xinghao; Luan, Tom H; Gu, Bruce; Qu, Youyang; Gao, Longxiang; , Digital twin based remote resource sharing in internet of vehicles using consortium blockchain, 2021 IEEE 94th Vehicular Technology Conference (VTC2021-Fall), 2021, 45809

[13] Gao, Longxiang; Luan, Tom H; Gu, Bruce; Qu, Youyang; Xiang, Yong; , Location-Aware Privacy Preserving in Edge Computing, Privacy-Preserving in Edge Computing, 2021,  65-82

[14] Zhang, Yuping; Qu, Youyang; Gao, Longxiang; Gu, Bruce; Cui, Lei; Zhai, Xuemeng; , GPDP: Game-enhanced personalized differentially private smart community, 2021 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, Physical & Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics), 2021,  238-243

[15] Gu, Bruce; Qu, Youyang; Ahmed, Khandakar; Ye, Wenjie; Tan, Chenchen; Miao, Yuan; , Dual Scheme Privacy-Preserving Approach for Location-Aware Application in Edge Computing, International Conference on Ad Hoc Networks, 2021, 301-316

[16] Zheng, Wei; Hu, Cong; Zhao, Bin; Su, Xiao-Bao; Wang, Gang; Hou, Xiao-Wan; Gu, Bruce; , A two-stage dc/dc isolated high-voltage converter with zero-voltage switching and zero-current switching applied in electronic power conditioners, Energies, 2022, 15, 17, 6378

[17] Liu, Jianghua; Xu, Lei; Gu, Bruce; Cui, Lei; Zhu, Fei; , Efficient and fine-grained sharing of signed healthcare data in smart healthcare, International Conference on Network and System Security, 2022, 443-458

[18] Sultana, Khadija; Ahmed, Khandakar; Gu, Bruce; Wang, Hua; , Elastic optimized edge federated learning, 2022 International Conference on Networking and Network Applications (NaNA), 2022, 288-294

[19] Sultana, Khadija; Ahmed, Khandakar; Gu, Bruce; Wang, Hua; , Elastic optimization for stragglers in edge federated learning, Big Data Mining and Analytics, 2023, 6, 4, 404-420

[20] Kaywan, Payam; Ahmed, Khandakar; Ibaida, Ayman; Miao, Yuan; Gu, Bruce; , Early detection of depression using a conversational AI bot: A non-clinical trial, Plos one, 2023, 18, 2, e0279743

[21] Law, Tim; Yang, Leon; Vrcelj, Zora; Miao, Yuan; Sandanayake, Malindu; Gu, Bruce; Wang, Xiao-Dong; , The safety impetus for the adoption of reality capture for remote virtual site inspections, Handbook of Construction Safety, Health and Well-being in the Industry 4.0 Era, 2023, 65-78

[22] Mukhaimar, Ayman; Miao, Yuan; Vrcelj, Zora; Gu, Bruce; Yang, Ang; Zhao, Jun; Sandanayake, Malindu; Chan, Melissa; , Multi-person tracking for virtual reality surrounding awareness, 2023 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW), 2023, 593-594

[23] Wang, Qinyuan; Qu, Youyang; Nan, Siyu; Jiang, Wantong; Gu, Bruce; Gu, Shujun; , A Survey on Edge Intelligence for Music Composition: Principles, Applications, and Privacy Implications, International Conference on Testbeds and Research Infrastructures, 2023, 41-74

[24] Qu, Youyang; Nan?, Siyu; Jiang, Wantong; Gu, Bruce; Gu?, Shujun; , Check for A Survey on Edge Intelligence for Music Composition: Principles, Applications, and Privacy Implications, Tools for Design, Implementation and Verification of Emerging Information Technologies: 18th EAI International Conference, TRIDENTCOM 2023, Nanjing, China, November 11-13, 2023, Proceedings, 2024, 523, 41

[25] Wang, Qinyuan; Qu, Youyang; Cheng, Haibo; Yu, Yonghao; Wang, Xiaodong; Gu, Bruce; , AI-Driven Sentiment Analysis for Music Composition, International Conference on Testbeds and Research Infrastructures, 2023, 75-84

[26] Dai, Yueyue; Wu, Jian; Mao, Shuqi; Rao, Xiaoyang; Gu, Bruce; Qu, Youyang; Lu, Yunlong; , Blockchain empowered access control for digital twin system with attribute-based encryption, Future Generation Computer Systems, 2024, 160, 564-576

[27] Jahanbani, Heerbod; Ahmed, Khandakar; Gu, Bruce; , Data‐driven artificial intelligence‐based streamflow forecasting, a review of methods, applications, and tools, JAWRA Journal of the American Water Resources Association, 2024, 60, 6, 1095-1119

[28] Quadri, Hakeem; Gu, Bruce; Wang, Hua; Islam, Sardar; , Advancing MobileNet Security: Weighted Adversarial Learning in Convolutional Neural Networks, 2024 11th International Conference on Machine Intelligence Theory and Applications (MiTA), 2024, 45870

[29] Tao, XueHong; Miao, YuXin; Miao, Yuan; Wang, Guanhua; Aziz, Neda; Gu, Bruce; Lin, GongQi; Cui, Lizhen; Xu, Yonghui; Guo, Wei; , Counterfactual Reasoning and Cognitive Intelligence for Rational Robots, 2024 18th International Conference on Control, Automation, Robotics and Vision (ICARCV), 2024, 25-30

[30] Li, Chuantao; Gu, Bruce; Zhao, Zhigang; Qu, Youyang; Xin, Guomao; Huo, Jidong; Gao, Longxiang; , Federated Transfer Learning for On-Device LLMs Efficient Fine Tuning Optimization, Big Data Mining and Analytics, 2025, 8, 2, 430-446

[31] Wang, Qinyuan; Gu, Bruce; Zhang, He; Li, Yunfeng; , Fairness of Large Music Models: From a Culturally Diverse Perspective, 2024 IEEE 9th International Conference on Data Science in Cyberspace (DSC), 2024, 706-712

[32] Gu, Bruce; Qu?, Youyang; Ren, Yongli; Xiang?, Yong; Gaol, Longxiang; , A Privacy Preserving Aggregation Scheme for Fog-Based Recommender, Network and System Security: 14th International Conference, NSS 2020, Melbourne, VIC, Australia, November 25–27, 2020, Proceedings, 2020, 12570, 408

[33] Xu, Lei; Gu, Bruce; Cui, Lei; Zhu?, Fei; , Efficient and Fine-Grained Sharing of Signed Healthcare Data in Smart, Network and System Security: 16th International Conference, NSS 2022, Denarau Island, Fiji, December 9–12, 2022, Proceedings, 2022, 13787, 443

[34] Xiaodong, Wang Tony; Gu, B; Qu, Youyang; Ren, Y; Xiang, Yong; Gao, Longxiang; , Reliable customized privacy-preserving in Fog computing, , 2020

[35] Lv, Guangtong; Gu, Bruce; Jia, Xiaocong; Gao, Longxiang; Qu, Youyang; Cui, Lei; , Federated Learning and Parallel Prompt Scheduling Strategies for Large Language Models, International Conference on Algorithms and Architectures for Parallel Processing, 2024, 317-326

[36] Zhang, Nannan; Zhao, Yao; Qu, Y Neil; Gu, Bruce; Sood, Keshav; Gao, Longxiang; Yu, Shui; , From Data Integrity to Global Model Integrity for Federated Learning: An MHT-based Approach, GLOBECOM 2024-2024 IEEE Global Communications Conference, 2024, 956-961

4、专利

[1] 顾树俊; 刘自遥; 傅科学; 高龙翔; 曲悠扬; 崔磊; 庞为光, 一种无监督医学视频去烟雾方法及程序产品, 51大神吃瓜在线观看官方版-51暗黑吃瓜官网2026最新版V.7.19.9.8 安卓版-糖心系列vlog网; 山东省计算中心（国家超级计算济南中心）, CN119205572A, 2024.11.26, CN

[2] 顾树俊; 陈云洋; 高龙翔; 陈岩; 曲悠扬; 崔磊; 傅科学, 一种多矩阵聚合多维特征的大模型优化方法, 51大神吃瓜在线观看官方版-51暗黑吃瓜官网2026最新版V.7.19.9.8 安卓版-糖心系列vlog网; 山东省计算中心（国家超级计算济南中心）, CN119203793A, 2024.11.27, CN

[3] 顾树俊; 陈岩; 陈云洋; 黄玮彦; 高龙翔; 曲悠扬; 崔磊, 基于马尔可夫决策过程的大语言模型多阶段隐私保护方法, 51大神吃瓜在线观看官方版-51暗黑吃瓜官网2026最新版V.7.19.9.8 安卓版-糖心系列vlog网; 山东省计算中心（国家超级计算济南中心）, CN119416268A, 2025.01.09, CN

[4] 尹荣鹏; 杨建民; 顾树俊; 刘海明; 滕荣华; 刘福辉; 张延成; 徐鹏; 刘太阳; 杨明明; 马述杰, 一种执法办案流程中执法文书自动化信息处理方法及系统, 泰华智慧产业集团股份有限公司; 山东泰华智慧城市服务有限公司, CN118350363A, 2024.05.14, CN

[5] 傅科学; 张太豪; 庞为光; 曲悠扬; 崔磊; 顾树俊; 高龙翔, 基于双层聚焦-注意力特征交互的点云配准方法及系统, 山东省计算中心（国家超级计算济南中心）; 51大神吃瓜在线观看官方版-51暗黑吃瓜官网2026最新版V.7.19.9.8 安卓版-糖心系列vlog网, CN118172398A;CN118172398B, 2024.05.14, CN

[6] 傅科学; 李雪婧; 崔磊; 高龙翔; 曲悠扬; 顾树俊; 庞为光; 王常维; 王满宁; 骆潇原; 曲麟昊, 基于多模态大模型的小样本全切片病理图像分类方法、系统及计算机可读存储介质, 山东省计算中心（国家超级计算济南中心）; 51大神吃瓜在线观看官方版-51暗黑吃瓜官网2026最新版V.7.19.9.8 安卓版-糖心系列vlog网; 复旦大学, CN119380338A, 2024.12.30, CN

[7] 崔磊; 孙守岳; 吴峰; 张英志; 高龙翔; 曲悠扬; 顾树俊, 一种基于信息瓶颈的医学图像脱敏方法, 山东省计算中心（国家超级计算济南中心）; 51大神吃瓜在线观看官方版-51暗黑吃瓜官网2026最新版V.7.19.9.8 安卓版-糖心系列vlog网, CN117610080A;CN117610080B, 2024.01.24, CN

[8] 崔磊; 孙守岳; 吴峰; 张英志; 高龙翔; 曲悠扬; 顾树俊, 一种基于分布式转换的遗忘学习方法、装置及存储介质, 山东省计算中心（国家超级计算济南中心）; 51大神吃瓜在线观看官方版-51暗黑吃瓜官网2026最新版V.7.19.9.8 安卓版-糖心系列vlog网, CN118886065A;CN118886065B, 2024.09.29, CN

[9] 崔磊; 张英志; 吴峰; 孙守岳; 高龙翔; 顾树俊; 曲悠扬, 一种基于相对熵优化的双重隐私保护电力盗窃检测方法, 山东省计算中心（国家超级计算济南中心）; 51大神吃瓜在线观看官方版-51暗黑吃瓜官网2026最新版V.7.19.9.8 安卓版-糖心系列vlog网, CN118094441A;CN118094441B, 2024.04.23, CN

[10] 曲悠扬; 高龙翔; 顾树俊; 崔磊, 一种基于数字孪生的自适应联邦学习方法, 51大神吃瓜在线观看官方版-51暗黑吃瓜官网2026最新版V.7.19.9.8 安卓版-糖心系列vlog网, CN118410886A, 2024.01.25, CN

[11] 谭文; 于敏; 刘加波; 顾树俊; 刘振栋; 刘瑞明; 李红雷; 滕思雨; 马述杰, 一种基于加权移动平均法的漏抄影响分析方法及装置, 泰华智慧产业集团股份有限公司; 山东泰华智慧市政工程有限公司, CN118735355A, 2024.07.31, CN

[12] 高龙翔; 吕光通; 顾树俊; 崔磊; 贾晓聪; 曲悠扬, 一种基于监督训练的模型反演攻击方法, 51大神吃瓜在线观看官方版-51暗黑吃瓜官网2026最新版V.7.19.9.8 安卓版-糖心系列vlog网; 山东省计算中心（国家超级计算济南中心）, CN117390688A;CN117390688B, 2023.12.12, CN

[13] 高龙翔; 宋心如; 边文行; 孙守岳; 崔磊; 顾树俊; 曲悠扬, 一种基于数据增强与隐私增强的组联邦元学习方法, 山东省计算中心（国家超级计算济南中心）; 51大神吃瓜在线观看官方版-51暗黑吃瓜官网2026最新版V.7.19.9.8 安卓版-糖心系列vlog网, CN117973507A;CN117973507B, 2024.03.29, CN

[14] 高龙翔; 张楠楠; 曲悠扬; 顾树俊; 崔磊; 王娜, 一种联邦学习场景下的模型完整性验证方法及系统, 山东省计算中心（国家超级计算济南中心）; 51大神吃瓜在线观看官方版-51暗黑吃瓜官网2026最新版V.7.19.9.8 安卓版-糖心系列vlog网, CN117852100A, 2024.01.12, CN

[15] 高龙翔; 李秉泽; 曲悠扬; 顾树俊; 崔磊; 王宝海, 基于快速学习与知识积累的元持续联邦学习系统及方法, 山东省计算中心（国家超级计算济南中心）; 51大神吃瓜在线观看官方版-51暗黑吃瓜官网2026最新版V.7.19.9.8 安卓版-糖心系列vlog网, CN117910600A;CN117910600B, 2024.03.15, CN

[16] 高龙翔; 王娜; 曲悠扬; 崔磊; 顾树俊; 张楠楠, 用于去中心化联邦学习的全局模型完整性校验方法及系统, 山东省计算中心（国家超级计算济南中心）; 51大神吃瓜在线观看官方版-51暗黑吃瓜官网2026最新版V.7.19.9.8 安卓版-糖心系列vlog网, CN117874834A, 2024.01.12, CN

[17] 高龙翔; 王宝海; 曲悠扬; 顾树俊; 崔磊; 李秉泽, 一种基于梯度上升的隐私保护方法及系统, 山东省计算中心（国家超级计算济南中心）; 51大神吃瓜在线观看官方版-51暗黑吃瓜官网2026最新版V.7.19.9.8 安卓版-糖心系列vlog网, CN118070332A, 2024.03.06, CN

[18] 高龙翔; 贾晓聪; 顾树俊; 崔磊; 吕光通; 曲悠扬, 一种零知识、免真实数据的模型推理攻击方法, 51大神吃瓜在线观看官方版-51暗黑吃瓜官网2026最新版V.7.19.9.8 安卓版-糖心系列vlog网; 山东省计算中心（国家超级计算济南中心）, CN117371541A;CN117371541B, 2023.12.08, CN

[19] 高龙翔; 边文行; 张英志; 崔磊; 曲悠扬; 顾树俊, 一种基于数据集压缩的联邦元学习隐私保护的方法, 51大神吃瓜在线观看官方版-51暗黑吃瓜官网2026最新版V.7.19.9.8 安卓版-糖心系列vlog网; 山东省计算中心（国家超级计算济南中心）, CN119203248A;CN119203248B, 2024.11.28, CN

[20] 魏欣月; 傅科学; 曲悠扬; 高龙翔; 庞为光; 顾树俊; 崔磊, 一种基于SAM的零样本多聚焦图像融合方法、装置、设备及存储介质, 51大神吃瓜在线观看官方版-51暗黑吃瓜官网2026最新版V.7.19.9.8 安卓版-糖心系列vlog网; 山东省计算中心（国家超级计算济南中心）, CN118485902A;CN118485902B, 2024.07.16, CN