一、基本信息
姓名:焦贤龙
性别:男
职称:副研究员
电话:65111874
办公地点:重庆大学主教1802
E-mail:xljiao@cqu.edu.cn
研究方向:物联网,边缘计算,深度强化学习,数据挖掘
团队目前招收硕士研究生和本科生,主要研究方向包括物联网,边缘计算,数据传输机制,调度优化算法,深度强化学习,数据挖掘等,通过国家级课题研究,培养你发表高水平学术论文,提升研究探索和编程动手能力,欢迎感兴趣、具备较强学习和动手能力的同学,发送简历至xljiao@cqu.edu.cn。
2023/03 论文“Deep Reinforcement Learning for Time-Energy Tradeoff Online Offloading in MEC-Enabled Industrial Internet of Things”被IEEE Transactions on Network Science and Engineering(SCI JCR-1)录用。
2023/02 论文“Mitigating Cross-Technology Interference Through Fast Signal Identification”被IEEE Transactions on Vehicular Technology(CCF B, SCI JCR-1)发表。
二、个人简介
焦贤龙,博士,副研究员,硕士生导师。2011年6月获得国防科技大学计算机科学与技术专业博士学位。曾在香港理工大学参加联合培养,并在国防科技大学完成博士后研究工作。2015年10月至2019年11月在空军工程大学任讲师,2019年12月至2021年8月在重庆大学任助理研究员,2021年9月至今任副研究员。主要在物联网,边缘计算,深度强化学习,数据挖掘等方面开展研究,在包括IEEE TPDS、IEEE TCOM、TVT、TNSE、Ad Hoc Networks、IEEE IoT Journal、IEEE Wireless Communications Letters等SCI收录的著名国际期刊、IEEE ICDCS、IEEE MASS、IEEE MSN等国际会议以及计算机学报、软件学报、电子学报、计算机研究与发展等国内核心期刊上发表和录用学术论文40余篇。主持国家自然科学基金面上项目和青年基金、湖南省自然科学基金、中国博士后科学基金、教育部产学研协同育人项目各1项;参与国家自然科学基金、横向合作项目、中央高校基金平台与成果培育专项等6项;获得空军通信军事理论优秀成果奖一等奖1项,第七届互联网学术年会(ICoC 2018)最佳论文奖1项,2022年华为难题挑战“火花奖”,2020年和2021年连续2年被评为《计算机科学》期刊优秀审稿专家。
三、学术成果
1. [IEEE TNSE’23] Xianlong Jiao, Hongjun Ou, Shiguang Chen, Songtao Guo, Yuben Qu, Chaocan Xiang, and Jiaxing Shang. “Deep Reinforcement Learning for Time-Energy Tradeoff Online Offloading in MEC-Enabled Industrial Internet of Things”, IEEE Transactions on Network Science and Engineering, 2023. (SCI JCR-1)
2. [IEEE TVT’23] Junmei Yao , Wei Lou , Ruitao Xie, Xianlong Jiao, and Kaishun Wu. “Mitigating Cross-Technology Interference Through Fast Signal Identification”, IEEE Transactions on Vehicular Technology, 2023, 72(2): 2521-2534. (CCF B, SCI JCR-1)
3. [IEEE IoT’22] Xianlong Jiao, Wei Lou, Songtao Guo, Ning Wang, Chao Chen and Kai Liu. Hypergraph-Based Active Minimum Delay Data Aggregation Scheduling in Wireless-Powered IoT. IEEE Internet of Things Journal, 2022, 9(11): 8786-8799. (CCF C, SCI JCR-1)
4. [IEEE SECON’22] Hao Feng, Songtao Guo*, Chao Chen, Xianlong Jiao. Distributed Caching Control Strategy in Mobile Edge Computing: A Mean Field Game Approach. Proceedings of IEEE SECON 2022. (CCF B)
5. [计算机研发’22] 向朝参, 程文辉, 张昭, 焦贤龙, 屈毓锛, 陈超*, 戴海鹏. 基于边缘智能的城市交通感知数据自适应恢复算法. 计算机研究与发展, 2022. 已录用.(CCF A)
6. [DCN’22] Yong Li, Rui Liu, Xianlong Jiao, Youqiang Hu, Zhen Luo, Francis C. M. Lau. Doped Low-Density Parity-Check codes. Digital Communications and Networks, 2022. (SCI JCR-1)
7. [IEEE WCL’21] Xianlong Jiao, Wei Lou, Songtao Guo, et al. Energy-Aware Concurrent Data Aggregation Scheduling for Wireless Powered IoT Leveraging Hypergraph Theory. IEEE Wireless Communications Letters, 2021, 10(11): 2464-2468. (SCI JCR-1)
8. [电子学报’21] 焦贤龙,郭松涛,黎勇,李艳涛,向朝参. 基于相继干扰消除和跨层并发传输的物联网数据聚合调度. 电子学报, 2021,49(10):1982-1992. (CCF A)
9. [IWCMC’21] Junquan Deng, Olav Tirkkonen, Jianzhao Zhang, Xianlong Jiao, Christoph Studer. Network-side Localization via Semi-Supervised Multi-point Channel Charting. International Wireless Communications and Mobile Computing (IWCMC), Harbin, 2021-6.28~7.2.
10. [ICCC’21] Junquan Deng, Wei Shi, Jian Hu, Xiaoqiang Qiao and Xianlong Jiao. Semi-supervised t-SNE for Millimeter-wave Wireless Localization. Proceedings of ICCC 2021.
11. [Springer WASA’21] Li, Dong, Liu, Kai, Jin, Feiyu, Wu, Weiwei, Jiao, Xianlong, Guo, Songtao. Adaptive Uplink/Downlink Bandwidth Allocation for Dual Deadline Information Services in Vehicular Networks. 16th International Conference on Wireless Algorithms, Systems, and Applications, WASA 2021, Nanjing, China, 2021-6.25~6.27. (CCF C)
12. [IEEE TCOM’19] Xianlong Jiao, Wei Lou, Songtao Guo, Xinxi Feng, Xiaodong Wang, Libin Yang, Guirong Chen. Delay Efficient Scheduling Algorithms for Data Aggregation in Multi-Channel Duty-Cycled WSNs. IEEE Transactions on Communications, 2019, 67(9): 6179-6192. (CCF B, SCI JCR-1)
13. [计算机学报’19] 焦贤龙,王刚,田海琛,董周,冯新喜,陈桂茸.基于相继干扰消除的无线传感网低时延广播算法.计算机学报,2019,42(11): 2526-2538.(CCF A,ICoC 2018最佳论文,中文卓越期刊)
14. [IEEE MASS’18] Xianlong Jiao, Wei Lou, Xinxi Feng, Xiaodong Wang, Libin Yang, Guirong Chen. Delay Efficient Data Aggregation Scheduling in Multi-Channel Duty-Cycled WSNs [C]∥Proceedings of IEEE MASS 2018: 326-334. (CCF C)
15. [IEEE MSN’16] Xianlong Jiao, Guirong Chen, Xiaodong Wang, Yuli Chen, Li Yang. Maximizing Uniform Multicast Throughput in Multi-Channel Dense Wireless Sensor Networks [C]//Proceedings of IEEE MSN 2016: 110-114. (CCF C)
16. [Elsevier AHN’13] Xianlong Jiao*, Wei Lou, Xiaodong Wang, Junchao Ma, Jiannong Cao, Xingming Zhou. On Interference-Aware Gossiping in Uncoordinated Duty-Cycled Multi-hop Wireless Networks [J]. Elsevier Ad Hoc Networks Journal, 2013, 11(4): 1319~1330. (SCI JCR-1)
17. [IEEE TPDS’12] Xianlong Jiao, Wei Lou, Junchao Ma, Jiannong Cao, Xiaodong Wang, Xingming Zhou. Minimum Latency Broadcast Scheduling in Duty-Cycled Multi-hop Wireless Networks. IEEE Transactions on Parallel and Distributed Systems, 2012, 23(1): 110~117. (CCF A)
18. [IEEE ICDCS’10] Xianlong Jiao, Wei Lou, Junchao Ma, Jiannong Cao, Xiaodong Wang, Xingming Zhou. Duty-Cycle-Aware Minimum Latency Broadcast Scheduling in Multi-hop Wireless Networks [C]//Proceedings of IEEE International Conference on Distributed Computing Systems (ICDCS). Piscataway: IEEE Press, 2010: 754~763. (CCF B)
19. [软件学报’10]焦贤龙,王晓东,周兴铭.采用启发式算法的无线自组网网络编码方法[J].软件学报, 2010, 21(11):2893~2906. (CCF A)
四、主要获奖及荣誉
1. 2022年获得华为难题挑战“火花奖”,并受邀去华为总部参加“火花奖”颁奖典礼;
2. 2021年被评为《计算机科学》期刊优秀审稿专家;
3. 2020年被评为《计算机科学》期刊优秀审稿专家;
4. 2018年获得第七届互联网学术年会(ICoC 2018)最佳论文奖;
5. 2017年获得空军通信军事理论优秀成果奖一等奖;
五、国际/国内学术服务
1. 2023年担任CIOTSC会议技术主席(Technical Chair);
2. 2022年担任Bigcom 2022 TPC Member;
3. 2022年担任CWSN 2022审稿专家
4. 2021年担任CWSN 2021审稿专家
5. 2021年至今担任IEEE Transactions on Industrial Information期刊审稿专家;
6. 2020年至今担任《计算机科学》期刊审稿专家。