Research Fundings

·  Co-PI, National Natural Science Foundation , Major Project, under Grant No.62394334, Dynamic Interpretation Model of Virtual-Real Integration under Risk Disturbance, 3 million RMB January 2024 - December 2028. （国家自然科学基金委员会, 重大项目, 62394334, 风险扰动的虚实融合动态演绎模型, 2024-01-01 至 2028-12-31, 300万元 ）

·  PI, Guangdong Provincial Natural Science Foundation under Grant No. 2022A1515011386, Research on Trusted Recommendation of Points of Interests Based on Community Topic Discovery and Federated Learning, RMB100,000Yuan, January 2022-December 2024. （广东省科技厅, 广东省自然科学基金面上项目, 2022A1515011386, 基于社区主题发现及联邦学习的兴 趣点可信推荐研究, 2022/01 -2024/12, 10万元）

·  Co-PI, National Key R&D Program under Grant No. 1 2020YBB1005804, Security Analysis and Enhancement Technology for Key Mechanisms of Blockchain - Topic 4: Blockchain Security Situation Awareness Technology Research - Blockchain Security Risk Assessment Model, RMB 360,000, November 2020-October 2023.（科技部, 国家重点研发计划, 2020YFB1005804, 面向区块链关键机制的安全分析与增强技术----课题四区块链安全态势感知技术研究之区块链安全风险评估模型子课题, 2020-11 至 2023-10, 36万元）

·  Co-PI, Major Project of Guangdong Provincial Natural Science Foundation for Fundamental Research Cultivation under Grant No. 2017A030308006, Key Technology for Cleanroom Safety, RMB 2000,000Yuan, May 2017-May 2021.（广东省自然科学基金-重大基础研究培育项目，净室安全关键技术，2017A030308006，2017/05-2021/05，200万元）

·  PI, National Natural Science Foundation of China under Grant No. 61502163, Research on Dynamic Community Structure Detection and Trust Evaluation Mechanism for Mobile Social Networks, RMB200,000Yuan, January 2016-December 2018.（国家自然科学基金青年基金项目，61502163，移动社会网络的动态社区发现及其信任评价机理研究，2016/1-2018/12，20万元）

·  PI, Hunan Provincial Natural Science Foundation under Grant No. 2016JJ3051, Research on Adaptive Trust Evaluation Mechanism for Mobile Social Networks Based on Topological Potential, RMB50,000Yuan, January 2016-December 2018.（湖南省自然科学基金青年基金项目，2016JJ3051，基于拓扑势的自适应移动社会网信任评价研究，2016/1-2018/12，5万元）

·  PI, Teaching and Learning Reform and Research Fund of Hunan Provincial Education Department under Grant No. 118(2015) , Research and Practice on teaching reform of computer network course based on Engineering Education Specialized and Professional Accreditation, RMB10,000Yuan, September 2015- September 2017. （湖南省教育厅教学改革与研究基金资助项目，118(2015)，基于工程教育专业认证的计算机网络课程教学改革研究与实践，2015/9-2017/9，1万元）

·  PI, Scientific Research Fund of Hunan Provincial Education Department under Grant No. 14C0286 , Research on Autonomous Trust Service Mechanism for Mobile Cloud Computing Environment, RMB8,000Yuan, September 2014- September 2016.（湖南省教育厅科研项目，14C0286，面向移动云计算环境的自治信任服务机制研究，2014/9-2016/9，0.8万元）

·  PI, Specialized Research Fund for Doctoral Program in Higher Education of Hunan Provincial Education Department under Grant No. CX2010B075, Research on Fuzzy Trust Management and Autonomous Communication Services, RMB10,000Yuan, October 2010-September 2013.（湖南省博士创新项目，CX2010B075，模糊可信管理及自治通信服务研究，2010/10-2013/10，1万元）

·  Co-PI, Science Foundation for Excellent Youth Scholars of Hunan Provincial Education Department under Grant No. 14B040 , Research on end to end quality of service (QoS) probabilistic guarantee mechanism in large scale wireless networks, RMB 50,000Yuan, September 2014- September 2016.

·  Co-PI, Science Foundation of Hunan Provincial Education Department under Grant No. 09C269 , Modeling and analysis of end to end communication channel in probabilistic packet dropping networks based on QBD, RMB 50,000Yuan, January 2009-December 2011.

Guided student projects（指导的学生项目）

·  Research on Adversarial Watermarking for Face Portrait Rights Protection, 2024 National-Level Key University Student Innovation Project. (面向人脸肖像权保护的对抗水印研究. 2024年度国家级重点大学生创新项目.)

·  Research on Medical Data Privacy Protection Based on Federated Learning, Provincial-level College Student Innovation Project. 2023. Yinglin Feng.（基于联邦学习的医疗数据隐私保护研究. 2023年度省级大学生创新项目）

·  E-commerce Live Streaming Assistant Based on Sentiment Analysis and Data Visualization, 2023. National-level College Student Innovation Project. Ridong Wu.（基于情感分析和数据可视化的电商直播助手. 2023年度国家级大学生创新项目. ）

·  User Profiling Model Based on Sentiment Analysis and Review Quality Detection, 2022. University-level College Student Innovation Project. Shuyi Guo. （基于情感分析和评价质量检测的用户画像模型. 2022校级大学生创新项目.）

·  MedDataLink — Building a Secure and Shared Healthcare Data Network, 14th "Challenge Cup" College Student Entrepreneurship Competition, Guangzhou University. (医数互联——打造医疗数据安全共享互联网络. 广州大学第十四届“挑战杯”大学生创业计划竞赛（重点项目），2023).

Guided Student Competition Awards（指导的学生竞赛）

·  2022Kaggle全球竞赛“PetFinder.my”图像分类大赛. 银奖.

·  2022Kaggle全球竞赛“Feedback Prize - Evaluating Student Writing”自然语言处理大赛上. 银奖.

·  2022Kaggle全球竞赛“Feedback Prize - English Language Learning”自然语言处理大赛上. 银奖.

·  2022Kaggle全球竞赛“Feedback Prize - Predicting Effective Arguments”自然语言处理大赛上. 银奖.

·  2022Kaggle全球竞赛“ U.S. Patent Phrase to Phrase Matching”自然语言处理大赛上. 银奖.

·  2022Kaggle全球竞赛“HuBMAP+HPA-Hacking the Human Body”图像分类大赛. 铜奖.

·  MedDataLink — Building a Secure and Shared Healthcare Data Network, 14th "Challenge Cup" College Student Entrepreneurship Competition, Guangzhou University. (医数互联——打造医疗数据安全共享网络 2023广州大学“互联网+”大学生创新创业大赛校赛铜奖.)