智能计算研究院
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| 导师代码： |
11427
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| 导师姓名： |
孙国林
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| 性 别： |
男 |
| 特 称： |
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| 职 称： |
教授
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| 学 位： |
工学博士学位
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| 属 性： |
专职 |
| 电子邮件： |
guolin.sun@uestc.edu.cn
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| 学术经历：
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2012.7-至今 电子科技大学 计算机科学与工程学院，副教授/教授/博士生导师
2009.3- 2012.7 华为技术有限公司 高级研究员
2008.6- 2009.3 夏普电子（上海）有限公司 高级研究员
2006.1- 2008.5 复旦大学 博士后
2002.9- 2005.12 电子科技大学 博士；
2000.9- 2003.7 电子科技大学 硕士;
1996.9- 2000.7 电子科技大学 本科;
具体研究方向： 智能认知决策、多模态MLLM 智能体、具身智能决策、云边端协同数据服务与网算智能系统技术等；
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| 个人简介：
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分别于2000年07月、2003年06月及2005年12月获取电子科技大学学士、硕士和博士学位，毕业后曾职于夏普电子(上海)高科技研发中心和华为技术有限公司，现为电子科技大学计算机学院，智能协同计算技术国家级重点实验室，教授/博导；在多模LLM智能体、具身智能系统、无人系统与网络等方向，提出了一系列自动实时、智能可信的决策理论体系和方法。第一或通讯作者发表学术论文70余篇，其中中科院JCR-1区/2区/CCF-A类论文40余篇；Top期刊论文18篇；IEEE Trans期刊论文12篇；ESI高被引论文2篇；先后承担科研项目26项，主持18项，包括国家级项目8项，军口重大、重点项目4项，省部级项目4项；曾获四川省自然科学奖1项, 四川省优秀毕业生及优秀硕士毕业论文；排名第一授权发明专利30件（美国专利10余件）；多次受邀大会主题报告/分会场邀请报告并担任Session Chair。
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| 科研项目：
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1、xxx适变调度技术，国家级重点项目，经费510万，2023.08-2025.08，主持；
2、xxx关键技术研究，国家级创新特区，经费260万，2023.01-2024.10，主持；
3、xxx存算优化技术，国家级领域基金，经费70万，2023.11-2025.11，主持；
4、体域网传输机制理论研究及实现方案，四川省科技计划重点项目，经费40万，2020.01- 2022.12，主持；
5、基于网络切片的5G物联网超低时延传输关键技术研究，国家自然科学基金面上项目，经费73万，2018.01-2021.12，主持；
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| 研究成果：
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1)G. Sun, D. Ayepah-Mensah, H. Chen, G. O. Boateng and G. Liu, "FeDistSlice: Federated Policy Distillation for Collaborative Intelligence in Multi-Tenant RAN Slicing," in？IEEE Transactions on Services Computing, vol. 18, no. 1, pp. 184-197, Jan.-Feb. 2025, doi: 10.1109/TSC.2024.3517334.？
2)G. Sun, G. Tietaa Maale, H. Zhang, D. Ayepah-Mensah and J. Jiang, "FedCruise: Collaborative Cruise Guidance With Federated Policy Distillation in Multiple Ride-Hailing Platforms," in？IEEE Internet of Things Journal, vol. 12, no. 7, pp. 8873-8884, 1 April1, 2025, doi: 10.1109/JIOT.2024.3504544.？
3)H. Nahom Abishu, G. Sun, Y. Habtamu Yacob, G. Owusu Boateng, D. Ayepah-Mensah and G. Liu, "Multiagent DRL-Based Consensus Mechanism for Blockchain-Based Collaborative Computing in UAV-Assisted 6G Networks," in？IEEE Internet of Things Journal,vol. 12, no. 4, pp. 4331-4348, 15 Feb.15, 2025, doi: 10.1109/JIOT.2024.3484005.
4)D. Ayepah-Mensah, G. Sun, G. Owusu Boateng and G. Liu, "Federated Policy Distillation for Digital Twin-Enabled Intelligent Resource Trading in 5G Network Slicing," in？IEEE Transactions on Network and Service Management, vol. 22, no. 1, pp. 361-379, Feb. 2025, doi: 10.1109/TNSM.2024.3476480.
5)G. Sun, H. N. Abishu, Y. H. Yacob, C. Huan and W. Jiang, "AI-Native Blockchain for Multi-Domain Resource Trading in 6G," in？IEEE Communications Magazine, vol. 62, no. 7, pp. 44-51, July 2024, doi: 10.1109/MCOM.001.2300340.
6)G. Sun, G. O. Boateng, K. Liu, D. Ayepah-Mensah and G. Liu, "Dynamic Pricing for Vehicle Dispatching in Mobility-as-a-Service Market via Multi-Agent Deep Reinforcement Learning," IEEE Transactions on Vehicular Technology, doi: 10.1109/TVT.2024. 3378968//
7)G. Sun, D. Ayepah-Mensah, G. O. Boateng, N. A. Kuadey, M. B. Omer and G. Liu, "Holistic Roadmap of Trends in Radio Access Network Slicing: A Survey," in IEEE Communications Magazine, vol. 61, no. 12, pp. 118-124, December 2023, doi: 10.1109/MCOM.001.2300005.
8)D. Ayepah-Mensah, G. Sun, G. O. Boateng, S. Anokye and G. Liu, "Blockchain-Enabled Federated Learning-Based Resource Allocation and Trading for Network Slicing in 5G," in IEEE/ACM Transactions on Networking, vol. 32, no. 1, pp. 654-669, Feb. 2024, doi: 10.1109/TNET.2023.3297390.
9)R. Ou, G. Sun, D. Ayepah-Mensah, G. O. Boateng and G. Liu, "Two-Tier Resource Allocation for Multitenant Network Slicing: A Federated Deep Reinforcement Learning Approach," in IEEE Internet of Things Journal, vol. 10, no. 22, pp. 20174-20187, 15 Nov.15, 2023, doi: 10.1109/JIOT.2023.3283553.
10)G. Sun, G. O. Boateng, L. Luo, H. Chen, D. A. Mensah and G. Liu, "Competitive Pricing for Resource Trading in Sliced Mobile Networks: A Multi-Agent Reinforcement Learning Approach," in IEEE Transactions on Mobile Computing, vol. 23, no. 5, pp. 3830-3845, May 2024, doi: 10.1109/TMC.2023.3281203.
11)G. T. Maale, G. Sun, N. A. E. Kuadey, T. Kwantwi, R. Ou and G. Liu, "DeepFESL: Deep Federated Echo State Learning-Based Proactive Content Caching in UAV-Assisted Networks," in IEEE Transactions on Vehicular Technology, vol. 72, no. 9, pp. 12208-12220, Sept. 2023, doi: 10.1109/TVT.2023.3268541.
12)S. R. A. Sebakara, G. Sun, G. O. Boateng, B. Mareri, R. Ou and G. Liu, "SNAF: DRL-Based Interdependent E2E Resource Slicing Scheme for a Virtualized Network," in IEEE Transactions on Vehicular Technology, vol. 72, no. 7, pp. 9069-9084, July 2023, doi: 10.1109/TVT.2023.3249052.
13)G. O. Boateng, G. Sun, D. A. Mensah, D. M. Doe, R. Ou and G. Liu, "Consortium Blockchain-Based Spectrum Trading for Network Slicing in 5G RAN: A Multi-Agent Deep Reinforcement Learning Approach," in IEEE Transactions on Mobile Computing, vol. 22, no. 10, pp. 5801-5815, 1 Oct. 2023, doi: 10.1109/TMC.2022.3190449.
14)T. Kwantwi, G. Sun, N. A. E. Kuadey, G. T. Maale and G. Liu, "Blockchain-Based Computing Resource Trading in Autonomous Multi-Access Edge Network Slicing: A Dueling Double Deep Q-Learning Approach," in IEEE Transactions on Network and Service Management, vol. 20, no. 3, pp. 2912-2928, Sept. 2023, doi: 10.1109/ TNSM.2023.3240301.
15) G. Sun, K. Liu, G. O. Boateng, G. Liu and W. Jiang, "Intelligent Cruise Guidance and Vehicle Resource Management With Deep Reinforcement Learning," in IEEE Internet of Things Journal, vol. 9, no. 5, pp. 3574-3585, March 2022, doi: 10.1109/ JIOT.2021. 3098779.
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| 专业研究方向：
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| 专业名称 |
研究领域/方向 |
招生类别 |
| 081200计算机科学与技术 |
02机器智能与模式识别，05计算机网络与系统安全，06云计算与大数据处理 |
博士学术学位 |
| 085400电子信息 |
01不区分研究方向，02不区分研究方向（非全） |
博士专业学位 |
| 081200计算机科学与技术 |
02机器智能与模式识别，05计算机网络与系统安全，06云计算与大数据处理 |
硕士学术学位 |
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