许小龙 - 南京信息工程大学

个人简介

教育经历 2013.9- 2016.12 南京大学计算机科学与技术工学博士博士 2010.9- 2013.6 南京信息工程大学计算机应用技术（推免）硕士硕士研究生 2006.9- 2010.6 南京信息工程大学软件工程学士本科(学士) 工作经历 2023.1- 至今南京信息工程大学软件学院团队负责人教授、博导 2020.7- 2022.12 南京信息工程大学计算机与软件学院系主任教授、博导 2017.5- 2018.4 美国密歇根州立大学计算机工程系访问学者 2017.1- 2020.6 南京信息工程大学计算机与软件学院讲师

研究领域

[1] 知识图谱 [2] 大数据与人工智能应用 [3] 服务计算 [4] 边缘计算 [5] 边缘智能

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

[IEEE TSC] Xiaolong Xu, Hao Tian, Xuyun Zhang, Lianyong Qi, Qiang He, Wanchun Dou. DisCOV: Distributed COVID-19 Detection on X-Ray Images with Edge-Cloud Collaboration. IEEE Transactions on Services Computing, vol. 15, no. 3, pp. 1206-1219, 2022. [IEEE TFS] Xiaolong Xu, Qinting Jiang, Peiming Zhang, Xuefei Cao, M. R. Khosravi, L. T. Alex, Lianyong Qi, Wanchun Dou. Game Theory for Distributed IoV Task Offloading with Fuzzy Neural Network in Edge Computing. IEEE Transactions on Fuzzy Systems, 2022. DOI: 10.1109/TFUZZ.2022.3158000 [CJC] 许小龙，方子介，齐连永，窦万春，何强，段玉聪. 车联网边缘计算环境下基于深度强化学习的分布式服务卸载方法. 计算机学报，vol.44, no. 12, pp. 2382-2405, 2021 [ACM TOSN] Xiaolong Xu, Zijie Fang, Jie Zhang, Qiang He, Dongxiao Yu, Lianyong Qi, Wanchun Dou. Edge Content Caching with Deep Spatiotemporal Residual Network for IoV in Smart City. ACM Transactions on Sensor Networks, vol. 17, no.3, pp. 1-33, 2021 [ICSOC] Xiaolong Xu, Yuan Xue, Lianyong Qi, Xuyun Zhang, Shaohua Wan, Wanchun Dou, Victor Chang. Load-aware Edge Server Placement for Mobile Edge Computing in 5G networks. ICSOC, 2019. Acceptance Rate=15% [IEEE ICWS] Hanzhi Yan(学生), Xiaolong Xu*, Fei Dai, Lianyong Qi, Xuyun Zhang, Wanchun Dou. Service Caching for Meteorological Emergency Decision-making in Cloud-Edge Computing. IEEE ICWS, 2022, Acceptance rate = 14%, *Corresponding author [IEEE TCBB] Zheng Li(学生), Xiaolong Xu*, Xuefei Cao, Wentao Liu, Yiwen Zhang, Dehua Chen, Haipeng Dai.Integrated CNN and Federated Learning for COVID-19 Detection on Chest X-Ray Images. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2022, *Corresponding author [IEEE TITS] Wentao Liu(学生), Xiaolong Xu*, Lianxiang Wu, Lianyong Qi, Alireza Jolfaei, Weiping Ding, Mohammad R. Khosravi. Intrusion Detection for Maritime Transportation Systems with Batch Federated Aggregation. IEEE Transactions on Intelligent Transportation Systems, 2022, *Corresponding author [ICSOC] Ruichao Mo(学生), Xiaolong Xu*, Xuyun Zhang, Lianyong Qi, Qi Liu. Computation Offloading and Resource Management for Energy and Cost Trade-offs with Deep Reinforcement Learning in Mobile Edge Computing. ICSOC, 2021, Acceptance rate = 19.5%, *Corresponding author [IEEE ICWS] Wentao Liu(学生), Xiaolong Xu*, Lianyong Qi, Xuyun Zhang, Wanchun Dou. GoDeep: Intelligent IoV Service Deployment and Execution with Privacy Preservation in Cloud-edge Computing. IEEE ICWS, 2021, Acceptance rate = 23.5%, *Corresponding author [IEEE ICWS] Zijie Fang(学生), Xiaolong Xu*, Fei Dai, Lianyong Qi, Xuyun Zhang, Wanchun Dou. Computation Offloading and Content Caching with Traffic Flow Prediction for Internet of Vehicles in Edge Computing. IEEE ICWS, 2020, Acceptance rate = 19%, *Corresponding author [IEEE ICWS] Bowen Shen(学生), Xiaolong Xu*, Fei Dai, Lianyong Qi, Xuyun Zhang, Wanchun Dou. Dynamic Task Offloading with Minority Game for Internet of Vehicles in Cloud-Edge Computing. IEEE ICWS, 2020, Acceptance rate = 19%, *Corresponding author [IEEE TKDE] Lianyong Qi, Wenmin Lin, Xuyun Zhang, Wanchun Dou, Xiaolong Xu*, Jinjun Chen. A Correlation Graph based Approach for Personalized and Compatible Web APIs Recommendation in Mobile APP Development. IEEE Transactions on Knowledge and Data Engineering, 2022. *Corresponding author [ACM SIGIR] Wenwen Gong, Xuyun Zhang, Yifei Chen, Qiang He, Amin Beheshti, Xiaolong Xu*, Chao Yan, Lianyong Qi*. DAWAR: Diversity-aware Web APIs Recommendation for Mashup Creation based on Correlation Graph. ACM SIGIR, 2022, Acceptance rate = 20.3%, *Corresponding author [ACM TIST] Xiaolong Xu, Wentao Liu, Yulan Zhang, Xuyun Zhang, Wanchun Dou, Lianyong Qi, Md Zakirul Alam Bhuiyan. PSDF: Privacy-Aware IoV Service Deployment with Federated Learning in Cloud-Edge Computing. ACM Transactions on Intelligent Systems and Technology, vol. 13, no. 5, pp. 1-22, 2022 [IEEE CMG] Xiaolong Xu, Sizhe Tang, Lianyong Qi, Xiaokang Zhou, Fei Dai, Wanchun Dou. CNN Partitioning and Offloading for Vehicular Edge Networks in Web3. IEEE Communications Magazine, 2023. [IEEE TITS] Xiaolong Xu, Qihe Huang, Haibin Zhu, Suraj Sharma, Xuyun Zhang, Lianyong Qi, Md Zakirul Alam Bhuiyan. Secure Service Offloading for Internet of Vehicles in SDN-Enabled Mobile Edge Computing. IEEE Transactions on Intelligent Transportation Systems, vol. 22, no. 6, pp. 3720-3729, 2021 [ACM TOMM] Xiaolong Xu, Zijie Fang, Lianyong Qi, Xuyun Zhang, Qiang He, Xiaokang Zhou. TripRes: Traffic Flow Prediction Driven Resource Reservation for Multimedia IoV with Edge Computing. ACM Transactions on Multimedia Computing, Communications, and Applications, vol. 17, no.2, pp. 1-21, 2021