- Associate professor
- Supervisor of Doctorate Candidates
- Supervisor of Master's Candidates
- Name (Simplified Chinese):Yang Helin
- Name (English):Yang Helin
- Name (Pinyin):YHL
- E-Mail:
- School/Department:信息学院
- Education Level:博士研究生毕业
- Gender:Male
- Degree:Doctor of Philosophy (PhD)
- Status:在职
- Alma Mater:Nanyang Technological University
- Discipline:通信与信息系统
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杨和林,厦门大学副教授,博士生和硕士生导师。信息学院和人工智能研究院双聘导师。2020在Nanyang Technological University取得博士学位。IEEE Senior Member、中国电子学会通信分会委员、中国通信学会会员。主持国家自然科学面上基金、国家自然科学青年基金、福建省优青项目、厦门市青年创新基金等科研项目,参与国家科技部重点研发项目。在权威的期刊和学术会议上发表论文80余篇,部分论文获得ESI高被引论文TOP 1%、热点论文0.1%。2021-2023年均列入全球2%科学家榜单(斯坦福大学发布)。担任IEEE WCNC 2021学术会议Publication Chair、GLOBECOM Workshop Session Chair、IEEE ICC等多个IEEE学术会议技术程序委员会委员。担任《IET Communications》、《Physical Communication》等国际期刊编委。曾获2024 IEEE ComSoc Asia-Pacific Outstanding Paper Award (IEEE通信学会亚太杰出论文奖),福建省引进高层次人才B类、小米青年学者、厦门市引进高层次人才、厦门大学南强青年拔尖人才、《计算机工程》学报优秀编委、国家优秀自费留学生奖学金、福建省优秀论文奖、IEEE GLOBECOM Wireless-Security和IEEE CPSCOM国际会议最佳论文奖、厦门市科学技术进步奖二等奖等荣誉。目前的研究方向有无线通信,网络安全,人工智能算法,多模态感知识别,边缘计算等。本人招收博士和硕士研究生、本科毕设等,如有对我研究方向感兴趣的学生,欢迎随时联系。项目经历l 6G无线网络中安全状态精准感知与安全通信一体化研究,福建省自然科学基金优秀青年项目,2024.05-2027-04,主持。l 面向无人机空地无线网络中组合式攻击下的高可靠安全通信技术研究,国家自然科学基金面上项目,2024.01-2027.12,主持。l 空中智能反射面辅助通信的波束赋形与资源弹性按需管控技术研究,国家自然科学基金青年项目,2024.01-2026.12,,主持。l 服务质量驱动下无人机辅助通信技术研究,厦门市自然科学基金青年项目,2023.07-2026.06,主持。 l 基于机器学习的空中智能反射面辅助通信技术研究,中央高校基本科研项目,2022.07-2024.12,主持。l 5G/6G网络中基于人工智能的通信技术研究,厦门大学启动经费,2022.01-2027.12,主持。l 支撑海量终端接入与跨安全域协同的云安全防御关键技术,国家科技部重点研发项目,2023.12-2025.11,参与l LiFi M2M Communication and VLP Localization Hardware Platform,新加坡DELTA-NTU 和CORP-SMA-RP6,04MNS001167C140,2016.07-2020.06,结题,参与。获奖荣誉 l 2024 IEEE ComSoc Asia-Pacific Outstanding Paper Award (IEEE通信学会亚太杰出论文奖)l 2024 第十六届福建省自然科学优秀学术论文二等奖l 2024年International Conference on Generative Artificial Intelligence and Information Security最佳论文奖l 2023 厦门市科学技术进步奖二等奖(排6)l 2023 小米青年学者l 2023福建省引进高层次人才B类l 2023厦门市引进高层次人才l 2022福建省引进高层次人才l 2021厦门大学南强青年拔尖人才l 2021年—2024年前2%顶尖科学研究者榜单(World’s Top 2% Scientists)l 2021 IEEE GLOBECOM Workshops Best Paper Awardl 2021 IEEE CPSCOM Best Paper Awardl 2021《计算机工程》学报优秀编委论文发表[1] Helin Yang, Kwok-Yan Lam, Liang Xiao, Zehui Xiong, Hao Hu, Dusit Niyato, and H. Vincent Poor. Lead Federated Neuromorphic Learning for Wireless Edge Artificial Intelligence. Nature Communications, 13, 4269, 2022. [2] Shuai Liu, Helin Yang*, Liang Xiao, Mengting Zheng, Huabing Lu and Zehui Xiong. Learning-Based Resource Management Optimization for UAV-Assisted MEC Against Jamming, IEEE Transactions on Communications, 2024, 72(8): 4873-4886.[3] Shuai Liu, Helin Yang*, Mengting Zheng, Liang Xiao, Zehui Xiong and Dusit Niyato. UAV-Enabled Semantic Communication in Mobile Edge Computing Under Jamming Attacks: An Intelligent Resource Management Approach, IEEE Transactions on Wireless Communications, 2024, 23(11): 17493-17507.[4] Kailong Lin, Helin Yang*, Mengting Zheng, Liang Xiao, Chongwen Huang and Dusit Niyato. Penalized Reinforcement Learning-Based Energy-Efficient UAV-RIS Assisted Maritime Uplink Communications Against Jamming, IEEE Transactions on Vehicular Technology, 2024, 73(10): 15768-15773.[5] Zilin Shao, Helin Yang*, Liang Xiao, Wei Su, Yifan Chen and Zehui Xiong, Deep Reinforcement Learning-Based Resource Management for UAV-Assisted Mobile Edge Computing Against Jamming, IEEE Transactions on Mobile Computing, doi: 10.1109/TMC.2024.3432491[6] Helin Yang, Kialong Lin, Liao Xiao, Yifeng Zhao, Zehui Xiong and Zhu Hang. Energy Harvesting UAV-RIS-Assisted Maritime Communications Based on Deep Reinforcement Learning Against Jamming, IEEE Transactions on Wireless Communications, 2024, 23(8): 9854-9868.[7] Helin Yang, Shuai Liu, Liao Xiao, Yi Zhang, Zehui Xiong and Weihua Zhuang. Learning-Based Reliable and Secure Transmission for UAV-RIS-Assisted Communication Systems, IEEE Transactions on Wireless Communications, 2024, 72(8): 4873-4886.[8] Helin Yang, Sheng Zhang, Arokiaswami Alphones, Chen Chen, Kwok-Yan Lam, Zehui Xiong, Liang Xiao, and Yi Zhang. An Advanced Integrated Visible Light Communication and Localization System. IEEE Transactions on Communications, 2023, 71(12): 7149-7162.[9] Helin Yang, Zehui Xiong, Jun Zhao, Dusit Niyato, Qingqing Wu, and Liang Xiao. Deep Reinforcement Learning-Based Intelligent Reflecting Surface for Secure Wireless Communications. IEEE Transactions on Wireless Communications, 2021, 20(1): 375-388. (ESI高被引论文Top 1%和热点论文Top 0.1% )(IEEE通信学会亚太杰出论文奖)[10] Helin Yang, Jun Zhao, Zehui Xiong, Kwok-Yan Lam, Sumei Sun, and Liang Xiao. Privacy-Preserving Federated Learning for UAV-Enabled Networks: Learning-Based Joint Scheduling and Resource Management. IEEE Journal on Selected Areas in Communications, 2021, 39(10): 3144-3159. (入选过该刊Top 50 Most Popular Papers)[11] Helin Yang, Zehui Xiong, Jun Zhao, Dusit Niyato, Qingqing Wu, H. Vincent Poor, and Massimo Tornatore. Intelligent Reflecting Surface Assisted Anti-Jamming Communications: A Fast Reinforcement Learning Approach. IEEE Transactions on Wireless Communications, 2021, 20(3): 1963-1974. (入选过该刊Top 50 Most Popular Papers)[12] Helin Yang, Zehui Xiong, Jun Zhao, Dusit Niyato, Chau Yuen, and Ruilong Deng. Deep Reinforcement Learning Based Massive Access Management for Ultra-Reliable Low-Latency Communications. IEEE Transactions on Wireless Communications, 2021, 20(5): 2977-2990. (入选过该刊Top 50 Most Popular Papers)[13] Helin Yang, Jun Zhao, Kwok-Yan Lam, Zehui Xiong, Qingqing Wu, and Liang Xiao. Distributed Deep Reinforcement Learning-Based Spectrum and Power Allocation for Heterogeneous Networks. IEEE Transactions on Wireless Communications, 2022, 21(9): 6935-6948.Helin Yang, Wen-De Zhong, Chen Chen, Arokiaswami Alphones, Pengfei Du, Sheng Zhang, and Xianzhong Xie. Coordinated Resource Allocation-Based Integrated Visible Light Communication and Positioning Systems for Indoor IoT. IEEE Transactions on Wireless Communications, 2020, 19(7): 4671-4684. 专著与专利l Liang Xiao, Helin Yang, Weihua Zhuang, Minghui Min, “Reinforcement Learning for Maritime Communications”, Springer, 2023, ISBN: 978-3-031-32137-5.l Xianzhong Xie and Helin Yang. “Chapter 2: A Survey on Joint Routing and Dynamic Spectrum Access in Cognitive Radio Networks,” in “Cognitive Networks: Applications and Deployments”, 2014, ISBN: 9780429161285.l 杨和林; 陈世豪; 王灿; 邵子凌; 林凯龙; 肖亮; 一种干扰攻击下无人机辅助空天地海通信网络的高能效资源管理方法,2024-01,中国,202410109702.7 l 杨和林; 刘帅; 肖亮; 林志平; 张翼; 一种基于强化学习的无人机边缘计算抗干扰通信方法, 2023-1-10,中国,ZL202310030684.9l 杨和林; 王灿; 肖亮; 一种基于协作干扰与飞行位置联合优化的无人机空地高可靠安全通信方法,中国,202310186370.8l 杨和林; 刘帅; 郑梦婷; 肖亮;邵子凌; 一种基于语义通信和资源分配的无人机边缘计算抗干扰方法,2024-01,中国,202410109688.0 l 杨和林; 谢显中; 霍龙; 多用户OFDMA中继系统中非完美CSI下的鲁棒博弈功率控制研究,2018-12-28,中国,ZL201510597901.8学术服务l 《IET Communications》SCI期刊编委l 《Physical Communication》SCI期刊编委l 《Computer Communications》SCI期刊技术委员l 中国电子学会-通信分会青年委员l 青年编委会-网络空间安全科学学报l 《计算机工程》学报青年编委l Track Chair: Wireless Communication and Networks, 2024 12th International Conference onIntelligent Computing and Wireless Optical Communicationsl Publicity Co-chair:IEEE Wireless Communications & Networking Conference (WCNC), 2021,Workshop on Distributed Machine Learning for Future Communications and Networking
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- 新加坡南洋理工大学 , 通信与信息系统 , Doctor of Philosophy (PhD) , 博士研究生毕业 2016-7-23 ∼ 2020-3-31
- 重庆邮电大学 , 通信与信息系统 , Bachelor of Science in Engineering (B.S. in Engineering) , 大学本科毕业 2009-9-1 ∼ 2013-6-19
- 重庆邮电大学 , 通信与信息系统 , Master of Engineering (M.Eng.) , 硕士研究生毕业 2013-9-11 ∼ 2016-6-20
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Doctor of Philosophy (PhD)