在读研期间，所有与你读研相关的事情，可能都需要经过你的导师同意，所以说，选择导师真的很重要，也希望大家能够认真对待这件事，怎样才能选择适合自己的导师呢?这就要我们提前做足功课，尽可能多的搜集有关你准备报考的导师的信息，下面新东方在线考研频道为大家分享：“北京交通大学硕士研究生导师信息：高博”文章。
北京交通大学硕士研究生导师信息：高博
高博
博士、副教授
基本信息
办公电话：010-51688536电子邮件： bogao@bjtu.edu.cn
通讯地址：北京市海淀区上园村3号院北京交通大学计算机与信息技术学院邮编：100044
English Version
· Bo Gao's Homepage: https://bgao.my.canvasite.cn/
研究方向
北京土著，四代铁路。先后于上海交通大学、弗吉尼亚理工大学/Virginia Tech (美国专排Top15/综排Top50)、中国科学院计算技术研究所、北京交通大学、兰卡斯特大学/Lancaster University (英国综排Top10) 从事科研学术工作，现于计算机科学与技术学院任副教授、博士生导师，于兰卡斯特大学学院任计算机学科 (中外合作办学) 执行负责人，并于轨道交通数字孪生智能应用创新基地任主任。致力于人工智能与移动/边缘计算、物联网、数字孪生等的深度融合，实现“虚实泛在智联”6G愿景：
· 群体智能，联邦机器学习，感通算一体化
· 分布智能，强化机器学习，多智能体博弈
· 端边智能，端侧机器学习，端边云一体化
· 泛在智能，虚实协同学习，虚实融合共生
始终欢迎具有计算机、软件、通信、电子、自动化、数学等相关专业背景的诚信、自律、有志的本、硕、博小伙伴加入研究团队，来一起乘风破浪!团队成员多来自计算机学科领先的全国重点大学，毕业去向包括腾讯、百度、字节跳动、小米、中兴、联想、美团等科技企业、金融机构、企事业单位、海内外名校等。
教育背景
· 博士学位，计算机工程 @ 弗吉尼亚理工大学，美国 — 2014.09
博士导师：Jung-Min "Jerry" Park (Professor, IEEE Fellow, Samsung MX 执行副总裁 & CIO), Yaling Yang (Professor)
· 硕士学位，通信与信息系统 @ 上海交通大学，上海 — 2009.03
硕士导师：何 晨 (教授，博士生导师)
· 学士学位，信息与通信工程 @ 北京交通大学，北京 — 2006.07
学士导师：裘正定 (教授，博士生导师)
· 高中学历，中国人民大学附属中学，北京 — 2002.07
工作经历
· 学科负责人 @ 北京交通大学，兰卡斯特大学学院，威海 — 2021.07−至今
· 副教授 @ 北京交通大学，计算机与信息技术学院，北京 — 2017.04−至今
· 访问研究员 @ 兰卡斯特大学，计算与通信学院，英国 — 2018.10−2019.07
· 助理研究员 @ 中国科学院计算技术研究所，网络技术研究中心，北京 — 2014.10−2017.03
· 研究助理 @ 弗吉尼亚理工大学，电子与计算机工程系，美国 — 2009.08−2014.09
· 实习工程师 @ 思科系统中国研发中心，以太交换技术组，上海 — 2008.02−2008.12
· 研究助理 @ 上海交通大学，电子信息与电气工程学院，上海 — 2006.09−2009.03
科研项目
· 中央高校基本科研业务费重点资助项目，2024JBZY010，基于轨道交通数字孪生的虚实协同联邦学习关键技术，2024.04-2027.03，主持
· 国家重点研发计划课题，2023YFB4302502，高速磁浮系统工程理论及高速试验风险评估技术研究，2023.12-2027.11，参加
· 自然科学横向项目，数字孪生赋能智慧轨道交通，2023.05-2026.05，主持
· 国家铁路集团系统性重大项目，P2022S007，铁路信息系统全生命周期质量和风险管控关键技术研究，2022.11-2024.12，参加
· 中央高校基本科研业务费协同中心项目，2022JBXT001，轨道交通宽带移动信息通信，2022.05-2026.12，参加
· 中央高校基本科研业务费重点资助项目，2022JBZY021，面向高铁的5G智能组网和内生安全技术，2022.04-2025.03，参加
· 自然科学横向项目，基于AI的网络安全态势感知及持续信任评估模型研究，2021.11-2022.12，参加
· 自然科学横向项目，移动边缘计算环境下安全去中心自适应联邦学习理论与方法，2021.11-2022.11，参加
· 自然科学横向项目，智慧能源网联关键技术研究，2021.09-2024.09，参加
· 自然科学横向项目，车路协同自动驾驶关键技术的研究，2021.05-2023.05，参加
· 中央高校基本科研业务费基础研究项目，2021JBM008，无人小蜂窝网络中的联邦学习与资源分配，2021.04-2024.03，主持
· 自然科学横向项目，边缘计算在智能电网典型场景下的计算机仿真分析验证，2020.05-2022.05，参加
· 中央高校基本科研业务费前沿中心项目，2020JBZD010，轨道车辆结构健康服役与可靠性提升，2020.04-2023.03，参加
· 自然科学横向项目，基于互联网+技术的机场智能管网系统，2019.12-2022.12，主持
· 自然科学横向项目，面向电子商务应用的移动计算，2019.11-2022.11，参加
· 中央高校基本科研业务费基础研究项目，2019JBM401，基于信息年龄的射频能量采集物联网设计理论与方法，2019.04-2023.09，参加
· 自然科学横向项目，无人机任务系统与载荷模拟技术仿真验证环境，2019.03-2022.09，参加
· 国家自然科学基金面上项目，61872028，面向临时热点的无线接入网资源分配理论与技术研究，2019.01-2022.12，主持
· 自然科学横向项目，雾计算架构及安全模拟仿真研究，2018.10-2020.12，参加
· 自然科学横向项目，国家及地区安全指数评估系统，2018.08-2020.12，参加
· 自然科学横向项目，面向物联网的无线能量收集网络关键理论与方法，2018.06-2020.06，参加
· 北京市智能物流系统协同创新中心面上课题，BILSCIC-2018KF-10，面向智慧物流的无人系统网络协同，2018.06-2019.06，主持
· 自然科学横向项目，基于深度学习的轨道场景分类及语义分割技术研发，2018.03-2019.06，参加
· 国家自然科学基金重点项目，61732017，面向无人系统的网络协同理论与技术，2018.01-2022.12，参加
· 中央高校基本科研业务费人才基金项目，2017RC022，可移动小蜂窝网络的动态部署与资源分配研究，2017.07-2019.06，主持
· 国家自然科学基金青年项目，61502457，数据库驱动机会性频谱接入中的动态分区问题研究，2016.01-2018.12，主持
教学工作
获得英国官方颁发的 PGCAP-International (Postgraduate Certificate in Academic Practice-International) 国际教学认证，拥有美、英两国六年海外学习与工作经历。致力于国际化人才培养，现于兰卡斯特大学学院任计算机学科执行负责人，还负责北京、威海两校区的涉外全英文专业课程，如"人工智能"、"嵌入式系统"、"移动计算"。欢迎访问个人B站频道!
本科生课程：
· 人工智能 (全英文) — 2020−2023
· 嵌入式系统 (全英文) — 2020−2023
· 模拟与数字通信系统 (全英文) — 2022
· 计算思维综合训练 — 2018, 2023
研究生课程：
· 移动计算 (全英文，含外专业学生&外国留学生) — 2018−2023
· 智能计算数学基础 博弈论 — 2020−2023
论文/期刊
期刊论文：
Qingxiang Liu, Sheng Sun, Min Liu, Yuwei Wang, and Bo Gao. Online Spatio-Temporal Correlation-Based Federated Learning for Traffic Flow Forecasting[J]. IEEE Transactions on Intelligent Transportation Systems, 2024, 25(10): 13027-13039 (CCF B类, 中科院A1区)
Yangbo Guo, Ke Xiong, Bo Gao, Pingyi Fan, Derrick Wing Kwan Ng, and Khaled Ben Letaief. Max-Min Fairness in Rate-Splitting Multiple Access-Based VLC Networks with SLIPT[J]. IEEE Internet of Things Journal, 2024, Early Access (CCF推荐, 中科院A1区, 影响因子10+)
Zhiyuan Wu, Sheng Sun, Yuwei Wang, Min Liu, Ke Xu, Wen Wang, Xuefeng Jiang, Bo Gao, and Jinda Lu. FedCache: A Knowledge Cache-Driven Federated Learning Architecture for Personalized Edge Intelligence[J]. IEEE Transactions on Mobile Computing, 2024, 23(10): 9368-9382 (CCF A类, JCR Q1区)
Zhiyuan Wu, Sheng Sun, Yuwei Wang, Min Liu, Quyang Pan, Xuefeng Jiang, and Bo Gao. FedICT: Federated Multi-Task Distillation for Multi-Access Edge Computing[J]. IEEE Transactions on Parallel and Distributed Systems, 2024, 35(6): 1107-1121 (CCF A类, JCR Q1区)
Chanyuan Meng, Ke Xiong, Wei Chen, Bo Gao, Pingyi Fan, and Khaled Ben Letaief. Sum-Rate Maximization in STAR-RIS Assisted RSMA Networks: A PPO-Based Algorithm[J]. IEEE Internet of Things Journal, 2024, 11(4): 5667-5680 (CCF推荐, 中科院A1区, 影响因子10+)
Han Li, Ke Xiong, Yang Lu, Bo Gao, Pingyi Fan, and Khaled Ben Letaief. Energy-Efficient Coordinated Beamforming in Multi-Pair MISO Networks with CDI and Eavesdroppers[J]. IEEE Transactions on Mobile Computing, 2024, 23(1): 437-452 (CCF A类, JCR Q1区)
Huimin Hu, Ke Xiong, Hong-Chuan Yang, Qiang Ni, Bo Gao, Pingyi Fan, and Khaled Ben Letaief. AoI-Minimal Online Scheduling for Wireless Powered IoT: A Lyapunov Optimization-Based Approach[J]. IEEE Transactions on Green Communications and Networking, 2023, 7(4): 2081-2092 (中科院A2区)
Xinlu Tan, Ke Xiong, Bo Gao, Pingyi Fan, and Khaled Ben Letaief. Energy-Efficient Base Station Switching-Off with Guaranteed Cooperative Profit Gain of Mobile Network Operators[J]. IEEE Transactions on Green Communications and Networking, 2023, 7(3): 1250-1266 (中科院A2区)
Yangbo Guo, Ke Xiong, Yang Lu, Bo Gao, Pingyi Fan, and Khaled Ben Letaief. SLIPT-Enabled Multi-LED MU-MISO VLC Networks: Joint Beamforming and DC Bias Optimization[J]. IEEE Transactions on Green Communications and Networking, 2023, 7(3): 1104-1120 (中科院A2区)
Bo Gao, Fan Yang, Nan Cui, Ke Xiong, Yang Lu, and Yuwei Wang. A Federated Learning Framework for Fingerprinting-Based Indoor Localization in Multibuilding and Multifloor Environments[J]. IEEE Internet of Things Journal, 2023, 10(3): 2615-2629 (CCF推荐, 中科院A1区, 影响因子10+)
Han Li, Ke Xiong, Yang Lu, Bo Gao, Pingyi Fan, and Khaled Ben Letaief. Distributed Design of Wireless Powered Fog Computing Networks with Binary Computation Offloading[J]. IEEE Transactions on Mobile Computing, 2023, 22(4): 2084-2099 (CCF A类, JCR Q1区)
Yangbo Guo, Ke Xiong, Bo Gao, Pingyi Fan, and Khaled Ben Letaief. Energy Efficiency in Secure VLC Networks with SLIPT[J]. IEEE Wireless Communications Letters, 2023, 12(5): 799-803 (CIC推荐, JCR Q1区)
Guanglei Geng, Bo Gao, Ke Xiong, Pingyi Fan, Yang Lu, and Yuwei Wang. A Survey of Federated Learning for 6G Networks[J]. 物联网学报, 2023, 7(2): 50-66 (CIC T1类, CCF T2类)
Ruichen Zhang, Ke Xiong, Yang Lu, Bo Gao, Pingyi Fan, and Khaled Ben Letaief. Joint Coordinated Beamforming and Power Splitting Ratio Optimization in MU-MISO SWIPT-Enabled HetNets: A Multi-Agent DDQN-Based Approach[J]. IEEE Journal on Selected Areas in Communications, 2022, 40(2): 677-693 (CCF A类, 中科院A1区, 影响因子16+)
Huimin Hu, Ke Xiong, Yang Lu, Bo Gao, Pingyi Fan, and Khaled Ben Letaief. α-β AoI Penalty in Wireless-Powered Status Update Networks[J]. IEEE Internet of Things Journal, 2022, 9(1): 474-484 (CCF推荐, 中科院A1区, 影响因子10+)
Ke Xiong, Yuan Liu, Litong Zhang, Bo Gao, Jie Cao, Pingyi Fan, and Khaled Ben Letaief. Joint Optimization of Trajectory, Task Offloading, and CPU Control in UAV-Assisted Wireless Powered Fog Computing Networks[J]. IEEE Transactions on Green Communications and Networking, 2022, 6(3): 1833-1845 (中科院A2区)
Yingyun Guo, Bo Gao, Zhifei Zhang, Yu Zhang, and Ke Xiong. An Incentive Mechanism with Bandwidth Allocation for Federated Learning[J]. 物联网学报, 2022, 6(4): 82-92 (CIC T1类, CCF T2类)
Yang Lu, Ke Xiong, Bo Gao, Dian Fan, Gaofeng Pan, and Bo Ai. Energy-Efficient Beamforming Design for Simultaneous Lightwave Information and Power Transfer in VLC Systems[J]. 电子与信息学报, 2022, 44(8): 2611-2618 (CCF T2类)
Xiao Pang, Min Liu, Zhongcheng Li, Bo Gao, and Xiaobing Guo. Geographic Position Based Hopless Opportunistic Routing for UAV Networks[J]. Ad Hoc Networks, 2021, 120: 102560 (CCF推荐, JCR Q2区)
Bo Gao, Lingyun Lu, Ke Xiong, Jung-Min Park, Yaling Yang, and Yuwei Wang. Spectrum Sharing Among Rapidly Deployable Small Cells: A Hybrid Multi-Agent Approach[J]. IEEE Transactions on Wireless Communications, 2020, 19(1): 395-409 (CCF B类, 中科院A1区, 影响因子10+)
Lingyun Lu, Tian Wang, Wei Ni, Kai Li, and Bo Gao. Fog Computing-Assisted Energy-Efficient Resource Allocation for High-Mobility MIMO-OFDMA Networks[J]. Wireless Communications and Mobile Computing, 2018, 2018: 5296406 (CCF推荐)
Yanzhi Dou, Kexiong Zeng, He Li, Yaling Yang, Bo Gao, Chaowen Guan, and Shaoqian Li. P2-SAS: Privacy-Preserving Centralized Dynamic Spectrum Access System[J]. IEEE Journal on Selected Areas in Communications, 2017, 35(1): 173-187 (CCF A类, 中科院A1区, 影响因子16+)
Sudeep Bhattarai, Jung-Min Park, Bo Gao, Kaigui Bian, and William Lehr. An Overview of Dynamic Spectrum Sharing: Ongoing Initiatives, Challenges, and a Roadmap for Future Research[J]. IEEE Transactions on Cognitive Communications and Networking, 2016, 2(2): 110-128 (中科院A1区, 高被引)
Bo Gao, Jung-Min Park, and Yaling Yang. Uplink Soft Frequency Reuse for Self-Coexistence of Cognitive Radio Networks[J]. IEEE Transactions on Mobile Computing, 2014, 13(6): 1366-1378 (CCF A类, JCR Q1区)
Bo Gao, Jung-Min Park, Yaling Yang, and Sumit Roy. A Taxonomy of Coexistence Mechanisms for Heterogeneous Cognitive Radio Networks Operating in TV White Spaces[J]. IEEE Wireless Communications, 2012, 19(4): 41-48 (CIC推荐, 中科院A1区, 影响因子12+)
会议论文：
Yuhan Tang, Zhiyuan Wu, Bo Gao, Tian Wen, Yuwei Wang, and Sheng Sun. Logits Poisoning Attack in Federated Distillation[C]. In Proceedings of International Conference on Knowledge Science, Engineering and Management (KSEM), 2024 (CCF推荐, 本科生成果)
Zhiyuan Wu, Sheng Sun, Yuwei Wang, Min Liu, Bo Gao, Quyang Pan, Tianliu He, and Xuefeng Jiang. Agglomerative Federated Learning: Empowering Larger Model Training via End-Edge-Cloud Collaboration[C]. In Proceedings of IEEE International Conference on Computer Communications (INFOCOM), 2024 (CCF A类, 录用率19.6%)
Zhenhuang Huang, Bo Gao, and Ke Xiong. FGLNoRe: Federated Graph Learning on Non-IID RF Fingerprints for Building-Floor Positioning[C]. In Proceedings of IEEE International Conference on Electronics Information and Emergency Communication (ICEIEC), 2024
Wei Sun, Bo Gao, Ke Xiong, Yang Lu, and Yuwei Wang. VagueGAN: A GAN-Based Data Poisoning Attack Against Federated Learning Systems[C]. In Proceedings of IEEE International Conference on Sensing, Communication, and Networking (SECON), 2023 (CCF B类, 录用率23.6%)
Tong Wu, Han Li, Bo Gao, Ke Xiong, Pingyi Fan, and Khaled Ben Letaief. NM-LUD: A NLOS Mitigation Method with Low-Cost UWB Devices for Indoor Positioning[C]. In Proceedings of IEEE International Conference on Computer and Communication Systems (ICCCS), 2023 (最佳论文奖)
Xingcong Tian, Bo Gao, Ming Liu, Ke Xiong, Pingyi Fan, and Khaled Ben Letaief. IRL-PM: An Inverse Reinforcement Learning-Based Power Minimization in Multi-User MISO Networks[C]. In Proceedings of IEEE International Conference on Computer and Communication Systems (ICCCS), 2023 (最佳报告奖)
Qiaoli Wu, Bo Gao, and Ke Xiong. Adaptive Sensor Scheduling for Federated Learning over 6G In-X Subnetworks[C]. In Proceedings of IEEE International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN), 2023
Zihao Liu, Han Li, Bo Gao, Ke Xiong, and Pingyi Fan. DQ-WiAPDoM: A DQN-Based AP Deployment Optimization Method for Wi-Fi FTM Positioning[C]. In Proceedings of IEEE International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN), 2023 (最佳论文奖)
Han Bao, Ke Xiong, Bo Gao, and Pingyi Fan. Joint User Cooperation and Scheduling for Federated Learning in CFmMIMO Networks[C]. In Proceedings of IEEE International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN), 2023
Han Li, Ming Liu, Bo Gao, Ke Xiong, Pingyi Fan, and Khaled Ben Letaief. Sum Computation Rate Maximization in Self-Sustainable RIS-Assisted MEC[C]. In Proceedings of IEEE International Conference on Computer Communications (INFOCOM) Wkshps, 2023 (CCF A类)
Kexin Yao, Han Li, Ming Liu, Bo Gao, Ke Xiong, and Pingyi Fan. ARES-WiGR: An Attention-Enhanced ResNet Based Wi-Fi Gesture Recognition[C]. In Proceedings of IEEE International Conference on Computer Communications (INFOCOM) Wkshps, 2023 (CCF A类)
Wei Guan, Bo Gao, Ke Xiong, and Yang Lu. Spectrum Sharing in UAV-Assisted HetNet Based on CMB-AM Multi-Agent Deep Reinforcement Learning[C]. In Proceedings of IEEE International Conference on Computer Communications (INFOCOM) Wkshps, 2022 (CCF A类)
Yuan Liu, Ke Xiong, Bo Gao, Yu Zhang, Pingyi Fan, and Khaled Ben Letaief. Multi-UAV Assisted Communication Networks: Towards Max-Min Secrecy Rate[C]. In Proceedings of IEEE International Conference on Computer Communications (INFOCOM) Wkshps, 2020 (CCF A类)
Yanzhi Dou, He Li, Kexiong Zeng, Jinshan Liu, Yaling Yang, Bo Gao, and Kui Ren. Preserving Incumbent Users' Privacy in Exclusion-Zone-Based Spectrum Access Systems[C]. In Proceedings of IEEE International Conference on Distributed Computing Systems (ICDCS), 2017 (CCF B类)
Sudeep Bhattarai, Jung-Min Park, William Lehr, and Bo Gao. TESSO: An Analytical Tool for Characterizing Aggregate Interference and Enabling Spatial Spectrum Sharing[C]. In Proceedings of IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN), 2017 (领域旗舰会议)
Bo Gao, Sudeep Bhattarai, Jung-Min Park, Yaling Yang, Min Liu, Kexiong Zeng, and Yanzhi Dou. Incentivizing Spectrum Sensing in Database-Driven Dynamic Spectrum Sharing[C]. In Proceedings of IEEE International Conference on Computer Communications (INFOCOM), 2016 (CCF A类, 录用率18.3%)
Yanzhi Dou, Kexiong Zeng, He Li, Yaling Yang, Bo Gao, Chaowen Guan, and Shaoqian Li. P2-SAS: Preserving Users' Privacy in Centralized Dynamic Spectrum Access Systems[C]. In Proceedings of ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc), 2016 (CCF B类, 录用率18.7%)
Yuwei Wang, Min Liu, Bo Gao, Chenchong Qin, and Cheng Ma. I/O Congestion-Aware Computing Resource Assignment and Scheduling in Virtualized Cloud Environments[C]. In Proceedings of IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA), 2016 (CCF推荐)
Sudeep Bhattarai, Abid Ullah, Jung-Min Park, Jeffery Reed, David Gurney, and Bo Gao. Defining Incumbent Protection Zones on the Fly: Dynamic Boundaries for Spectrum Sharing[C]. In Proceedings of IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN), 2015 (领域旗舰会议)
Bo Gao, Yaling Yang, and Jung-Min Park. A Credit-Token-Based Spectrum Etiquette Framework for Coexistence of Heterogeneous Cognitive Radio Networks[C]. In Proceedings of IEEE International Conference on Computer Communications (INFOCOM), 2014 (CCF A类, 录用率19.4%)
Bo Gao, Jung-Min Park, and Yaling Yang. Supporting Mobile Users in Database-Driven Opportunistic Spectrum Access[C]. In Proceedings of ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc), 2014 (CCF B类, 录用率18.9%)
Bo Gao, Jung-Min Park, and Yaling Yang. Uplink Soft Frequency Reuse for Self-Coexistence of Cognitive Radio Networks Operating in White-Space Spectrum[C]. In Proceedings of IEEE International Conference on Computer Communications (INFOCOM), 2012 (CCF A类, 录用率18.0%)
Bo Gao, Yaling Yang, and Jung-Min Park. Channel Aggregation in Cognitive Radio Networks with Practical Considerations[C]. In Proceedings of IEEE International Conference on Communications (ICC), 2011 (CCF推荐, 领域旗舰会议)
Bo Gao, and Chen He. An Individual Beacon Order Adaptation Algorithm for IEEE 802.15.4 Networks[C]. In Proceedings of IEEE Singapore International Conference on Communication Systems (ICCS), 2008
Bo Gao, Chen He, and Lingge Jiang. Modeling and Analysis of IEEE 802.15.4 CSMA/CA with Sleep Mode Enabled[C]. In Proceedings of IEEE Singapore International Conference on Communication Systems (ICCS), 2008
专著/译著
张春, 高博. 铁路数字孪生技术基础与应用, 中国铁道出版社, 2024
张春, 张宁, 熊轲. 高速动车组智能运维信息处理技术与应用, 中国铁道出版社, 2024 (参编)
Kaigui Bian, Jung-Min Park, and Bo Gao. Cognitive Radio Networks: Medium Access Control for Coexistence of Wireless Systems, Springer International Publishing, 2014
标准/专利
行业标准, "面向边缘网络的端边云协同联邦学习技术要求", 2023 (第一牵头, 重点立项)
国际标准, "Technical Framework and Requirements for Device-Edge-Cloud Collaborative Federated Learning", 2023 (联合牵头)
行业标准, "联邦学习算法跨框架互操作的总体技术要求", 2022
团体标准, "智慧城市数字孪生应用场景设计要求", 2024, 已发布 (T/STSI 48-2024)
行业标准, "基于民用无人驾驶航空器的移动边缘计算技术要求", 2023, 已发布 (YD/T 4356-2023)
发明专利, "基于双端安全防护的联邦学习方法及系统", 2024 (CN202411159278.3)
发明专利, "针对联邦学习数据中毒攻击的防御方法及系统", 2023 (CN202311302239.X)
发明专利, "一种基于联邦学习的数据分类方法及装置", 2022 (CN202210779520.1)
发明专利, "一种基于联邦学习的建筑物楼层室内定位方法", 2023, 已授权 (ZL202111088881.3)
获奖与荣誉
北京交通大学优秀硕士学位论文指导教师, "生成式模型在联邦学习安全中的应用研究", 2024
北京交通大学优秀本科毕业设计指导教师, "基于扩散模型的联邦学习数据中毒攻击", 2024
北京交通大学优秀本科毕业设计指导教师, "基于缓存驱动联邦学习的个性化文本分类研究", 2024
国际会议IEEE ICSTSN 2023最佳论文奖, "DQ-WiAPDoM: A DQN-Based AP Deployment Optimization Method for Wi-Fi FTM Positioning", 2023
国际会议IEEE ICCCS 2023最佳论文奖, "NM-LUD: A NLOS Mitigation Method with Low-Cost UWB Devices for Indoor Positioning", 2023
国际会议IEEE ICCCS 2023最佳报告奖, "IRL-PM: An Inverse Reinforcement Learning-Based Power Minimization in Multi-User MISO Networks", 2023
北京交通大学优秀本科毕业设计指导教师, "面向数字孪生管理系统的行人流动模拟与可视化", 2023
北京交通大学优秀本科毕业设计指导教师, "基于深度学习的手语交流软件设计与开发", 2023
学术期刊《计算机科学》杰出审稿专家, 2023
北京交通大学优秀本科毕业设计指导教师, "基于轻量化深度学习的人脸识别手机应用", 2022
中国铁道学会科学技术二等奖, "轨道表观伤损智能识别关键技术及应用", 2020
CESCA Outstanding Student Award, Virginia Tech, 2014
社会兼职
· Members: IEEE, ACM, CCF
· TPC Members: ECAI '23, IEEE DySPAN '18/'19/'21/'24, IEEE DSC '18/'19/'20/'21/'22/'23, IEEE ICCT '23, ICCCS '23, WCSP '23
· Reviewers: IEEE Transactions on Mobile Computing, IEEE/ACM Transactions on Networking,
IEEE Transactions on Wireless Communications, IEEE Transactions on Communications,
IEEE Transactions on Cloud Computing, IEEE Internet of Things Journal, ...
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