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何华森硕士生导师

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学位：博士

基本信息
科学研究

个人简介

何华森，中国科学技术大学特任副研究员。2013年获中国科学技术大学学士学位，2018年获英国爱丁堡大学博士学位。长期从事天空地一体化智能网络、无人系统智能决策等研究，担任IEEE Network, TDSC, IoT J, ToN,TVT等期刊审稿人, 发表IEEE汇刊和会议论文40余篇，申请/授权发明专利30余项，获ICAUS国际会议最佳论文奖、最佳海报奖，主持基金委青年基金、基金委专项项目课题、重点研发计划项目子课题、装发装备预研共用技术项目课题、科技委基础加强项目子课题、深空探测实验室载荷研制项目等多个纵向项目，获墨子杰出青年特别资助。研发首款非IP空间路由器，装备于齐鲁1/2/3号卫星开展国内首次多星在轨组网应用验证，入选世界互联网大会科技之魅领先科技成果，获未来网络领先创新科技成果奖。作为总体设计师研发深空智能网络路由器，装备于鹊桥通导技术试验星“天都一号”卫星完成环月轨道试验。

团队长期招收优秀硕士和博士研究生，也欢迎本科生提前进实验室学习，有意者请邮件联系~

教育经历

[1] 2009/9-2013/6，中国科学技术大学，自动化系，学士

[2] 2013/9-2014/7，英国爱丁堡大学，信号处理与通信，硕士

[3] 2014/9-2018/8，英国爱丁堡大学，数字通信，博士

工作经历

[1] 2018/12- 2019/7，华为技术服务有限公司，高级工程师

[2] 2019/8 - 至今，中国科学技术大学，自动化系，副研究员

研究方向

[1] 卫星网络动态组网与智能传输优化

[2] 无人机集群组网与智能决策

[3] 空天地一体化智能网络

论文成果更多

[1] Zhi Ling,Xiaobin Tan,Huasen He,Shiyin Zhu,Jian Yang.Xiaofeng Jiang.Joint Dynamic Data and Model Parallelism for Distributed Training of DNNs Over Heterogeneous Infrastructure.IEEE Transactions on Parallel and Distributed Systems,2025,36(2):150-167.

[2] Fengrui Xiao,Jian Yang,Huasen He,Xiaofeng Jiang,Xiaobin Tan,Dong.Shuangwu Chen.GRAIN: Graph neural network and reinforcement learning aided causality discovery for multi-step attack scenario reconstruction.Computers & Security,2024,

[3] 陈双武,李江明,袁启锋,李森,杨坚.何华森.Two-Timescale Joint Optimization of Task Scheduling and Resource Scaling in Multi-Data Center System Based on Multi-Agent Deep Reinforcement Learning.IEEE Transactions on Parallel and Distributed Systems,2024,

[4] Huasen He,Shuangwu Chen,Xiaofeng Jiang,Rangang Zhu,Jian Yang.Kaixuan Sun.Deep Reinforcement Learning based Routing for Non-cooperative Multi-flow Games in Dynamic AANETs.IEEE Transactions on Vehicular Technology,2024,

[5] Shuangwu Chen,Qifeng Yuan,Jiangming Li,Sen Li,Xiaofeng Jiang,Jian Yang.Huasen He.Graph Neural Network Aided Deep Reinforcement Learning for Microservice Deployment in Cooperative Edge Computing.IEEE Transactions on Services Computing,2024,

[6] Huasen He,Wenke Yuan,Shuangwu Chen,Xiaofeng Jiang,Feng Yang,Jian Yang.Deep Reinforcement Learning-Based Distributed 3D UAV Trajectory Design.IEEE Transactions on Communications,2024,

[7] Xiaofeng Jiang,Qianbao Shi,Hengkun Miao,Wanqin Cao,Shuangwu Chen,Jian Yang.Huasen He.Credible Link Flooding Attack Detection and Mitigation: A Blockchain-Based Approach.IEEE Transactions on Network and Service Management,2024,

[8] Huasen He,Wenke Yuan,Shuangwu Chen,Xiaofeng Jiang,Rangang Zhu,Jian Yang.Yunpeng Hou.Onboard Processing Aided Transmission Delay Minimization for LEO Satellite Networks.IEEE Transactions on Communications,2024,

[9] Siyang Chen,Huasen He,Xiaofeng Jiang,Jian Yang,Siyu Cheng.Shuangwu Chen.Causality Correlation and Context Learning Aided Robust Lightweight Multi-Tab Website Fingerprinting Over Encrypted Tunnel.IEEE INFOCOM 2024 - IEEE Conference on Computer Communications,2024,

[10] Siyu Cheng,Dong Jin,Yuanyi Ma,Huasen He,Jian Yang.Shuangwu Chen.LinkGuard: Link Flooding Attack Detection and Mitigation via Spatio-Temporal Graph Convolutional Network.IEEE Transactions on Network Science and Engineering,2024,

科研项目

[1] 面向泛在连接的星群在轨智能组网与弹性重构技术,在研,中国科学技术部,何华森,

[2] 能量受限下高动态低轨卫星网络传输优化,在研,自然科学基金委,何华森,

[3] 天空地广域网络移动性管理研究与实验平台设计,在研,自然科学基金委,何华森

[4] 空间SCSN路由器正样件研制,在研,何华森,

[5] 智能无人蜂群韧性开发与实验验证,在研,何华森,

[6] 低轨卫星网络在轨传输时延优化,结题,中国博士后基金会,何华森,

[7] 工业互联网边界安全防护技术体系研究,结题,何华森,

获奖信息

[1] 2024 ICAUS Best Poster Award

[2] 2024 ICAUS Best Paper Award