申请人取得的成绩和研究成果包括发表论文、授权专利、科研奖励等多个方面,具体如下:
(1)发表论文
1. Bo Xu, Haitao Zhao, Jiawen Kang, Duist Niyato, Key Challenges and Research Directions for Space–Air–Ground Integrated Emergency Communication Networks, Engineering, 2025, 11, 52-55.
2. Bo Xu, Haitao Zhao, Chongyu Bao, Hongbo Zhu, Optimizing Efficient Federated Split Learning over Wireless Networks: Challenges and Opportunities, IEEE Network, 2025.
3. Bo Xu, Haitao Zhao, Haotong Cao, Chun Zhu, Jinlong Sun, Linghao Zhang, Hongbo Zhu, Mobility-Aware Task Offloading in Industrial Fog Networks: A Submodular-Based MARL Approach, IEEE Internet of Things Journal, 2024, 12(8), 10795-10807.
4. Bo Xu, Haitao Zhao, Haotong Cao, Xiaozhen Lu, Hongbo Zhu, Joint Contract Design and Task Reorganization for Semi-decentralized Federated Edge Learning in Vehicular Networks, IEEE Transactions on Vehicular Technology, 2024, 73(7): 10539-10553.
5. Bo Xu, Haitao Zhao, Haotong Cao, Sahil Garg, Mubarak Alrashoud, Long-term Energy Management Empowered Hierarchical Federated Learning for Smart Consumer Electronics, IEEE Transactions on Consumer Electronics, 2024, 70(1): 1155-1166.
6. Bo Xu, Wenchao Xia, Haitao Zhao, Yongxu Zhu, Xinghua Sun, Tony Q. S. Quek, Clustered Federated Learning in Internet of Things: Convergence Analysis and Resource Optimization, IEEE Internet of Things Journal, 2024, 11(2): 3217-3232.
7. Bo Xu, Wenchao Xia, Wanli Wen, Pei Liu, Haitao Zhao, Hongbo Zhu, Adaptive Hierarchical Federated Learning Over Wireless Networks, IEEE Transactions on Vehicular Technology, 2022, 71(2): 2070-2083.
8. Bo Xu, Wenchao Xia, Jun Zhang, Tony Q. S. Quek, Hongbo Zhu, Online Client Scheduling for Fast Federated Learning, IEEE Wireless Communications Letters, 2021, 10(7): 1434-1438.
9. Bo Xu Haitao Zhao, Haotong Cao, Sahil Garg, Georges Kaddoum, Mohammad Mehedi Hassan, Edge Aggregation Placement for Semi-decentralized Federated Learning in Industrial Internet of Things, Future Generation Computer Systems, 2024,150: 160-170.
10. Bo Xu, Wenchao Xia, Jun Zhang, Xinghua Sun, Hongbo Zhu, Dynamic Client Association for Energy-Aware Hierarchical Federated Learning, 2021 IEEE Wireless Communications and Networking Conference (WCNC), Nanjing, China, 2021, pp. 1-6.
11. Bo Xu, Wenchao Xia, Wanli Wen, Haitao Zhao, Hongbo Zhu, Optimized Edge Aggregation for Hierarchical Federated Learning, 2021 IEEE 94th Vehicular Technology Conference (VTC2021-Fall), Norman, OK, USA, 2021, pp. 1-5.
12. Haitao Zhao, Yuhao Tan, Kun Guo, Wenchao, Xia, Bo Xu, Tony Q. S. Quek, Client Scheduling for Multi-Server Federated Learning in Industrial IoT With Unreliable Communications, IEEE Internet of Things Journal, 2024.
13. Zixuan Shu, Haitao Zhao, Bo Xu, Wei Xun, Bangning Xu, Privacy-Preserving Federated Learning Framework via Blockchain and Committee Mechanism, 2023 IEEE 23rd International Conference on Communication Technology (ICCT), Wuxi, China, 2023, pp. 1269-1274.
14. Wenchao Xia, Bo Xu, Haitao Zhao, Yongxu Zhu, Xinghua Sun, Tony Q. S. Quek, Optimization of Clustering Strategy and Resource Allocation for Clustered Federated Learning, 2022 IEEE Global Communications Conference, Rio de Janeiro, Brazil, 2022, pp. 3077-3082.
(2)授权专利
1. 赵海涛;黄苏尧;徐波;唐贵进;王龄瑶;王信人;胡志翔;孙金龙,一种基于对抗学习的空天地一体化网络协同计算服务优化方法,ZL202411758498.8
2. 赵海涛;黄苏尧;徐波;唐贵进;王信人;王龄瑶;胡志翔;孙金龙,一种基于次模优化的空天地一体化网络推理效率优化方法,ZL202411758499.2
3. 夏文超;徐波;赵海涛;张晖;倪艺洋;蔡艳;朱洪波,一种边缘聚合间隔自适应控制的分层联邦学习方法、计算机设备、存储介质,ZL202110641363.3
4. 夏文超;徐波;赵海涛;张晖;倪艺洋;蔡艳;朱洪波,一种基于联盟博弈的簇联邦学习方法,ZL 202210656857.3
5. 朱洪波;徐波;夏文超;赵海涛;张晖,一种物联网设备能耗自适应控制的分层联邦学习方法,ZL 202110116570.7
6. 倪艺洋;赵海涛; 张晗; 徐波; 张晖; 蔡艳; 杨凡; 一种面向快速联邦学习的5G设备调度方法, ZL 202110531260.1
7. 朱晓荣;徐波;王福展;朱洪波,无线通信环境下通过优化指纹元素个数的目标定位方法,ZL 201910245311.7
8. 朱晓荣;徐波;朱洪波,一种基于机器学习的智能地毯跌倒判别方法, ZL 201810520143.3
9. 夏文超;王思洋;徐波;徐林林,一种基于无线联邦学习的学习模型训练方法,ZL 202210408140.7
10. 王滨,赵海涛,王星,王琴,徐波,张为聪,基于簇联邦学习的异构数据快速聚合方法及装置,ZL202410058420.9
11. 王滨,赵海涛,王星,王琴,杨德贤,徐波,谢瀛辉,基于双智能体深度强化学习的物联网服务编排方法及装置,ZLCN202311840771.7
(3)科研奖励
1. 2024年江苏省科技副总
2. 2024年江苏省通信学会科学技术一等奖(排名第二)
3. 2024年中国通信学会科学技术二等奖(排名第二)
4. 2025年第十一届3S杯大学生物联网技术与应用“三创”赛一等奖(指导教师)
5. 2024年中国国际大学生创新创业大赛国赛金奖(指导教师)
6. 2024年“挑战杯”全国大学生课外学术科技作品竞赛一等奖(指导教师)
7. 2022年第八届“互联网+”大学生创新创业大赛国赛金奖(排名第一)