Qilin Fan

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 49

Top Topics

Graph Embedding

Reinforcement Learning

Drift Detection

Top Venues

IEEE Trans. Netw. Serv. Manag.

Publications

Lingxiao Chen, Xiuhua Li, Chuan Sun, Qilin Fan, Xiaofei Wang, Victor C. M. Leung
Multi-Agent Deep Reinforcement Learning for Computation Offloading in Multi-IRS Assisted Mobile Edge Computing Networks. WCNC (2024)
Tianfu Wang, Li Shen, Qilin Fan, Tong Xu, Tongliang Liu, Hui Xiong
Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarchical Deep Reinforcement Learning. IEEE Trans. Serv. Comput. 17 (3) (2024)
Biao Zhang, Qilin Fan, Xu Zhang, Zhihan Fu, Sen Wang, Jian Li, Qingyu Xiong
A survey of VNF forwarding graph embedding in B5G/6G networks. Wirel. Networks 30 (5) (2024)
Yao He, Qingyu Xiong, Cai Ke, Yaqiang Wang, Zhengyi Yang, Hualing Yi, Qilin Fan
MCICT: Graph convolutional network-based end-to-end model for multi-label classification of imbalanced clinical text. Biomed. Signal Process. Control. 91 (2024)
Hui Li, Xiuhua Li, Chuan Sun, Fang Fang, Qilin Fan, Xiaofei Wang, Victor C. M. Leung
Intelligent Content Caching and User Association in Mobile Edge Computing Networks for Smart Cities. IEEE Trans. Netw. Sci. Eng. 11 (1) (2024)
Hui Li, Xiuhua Li, Qilin Fan, Qingyu Xiong, Xiaofei Wang, Victor C. M. Leung
Transfer Learning for Real-Time Surface Defect Detection With Multi-Access Edge-Cloud Computing Networks. IEEE Trans. Netw. Serv. Manag. 21 (1) (2024)
Tianfu Wang, Qilin Fan, Chao Wang, Long Yang, Leilei Ding, Nicholas Jing Yuan, Hui Xiong
FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Resource Allocation. CoRR (2024)
Tianfu Wang, Li Shen, Qilin Fan, Tong Xu, Tongliang Liu, Hui Xiong
Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarchical Deep Reinforcement Learning. CoRR (2024)
Junnan Li, Zhengyi Yang, Kai Chen, Zhao Ming, Xiuhua Li, Qilin Fan, Jinlong Hao, Luxi Cheng
Dependency-aware task offloading based on deep reinforcement learning in mobile edge computing networks. Wirel. Networks 30 (6) (2024)
Ruohan Shi, Qilin Fan, Shu Fu, Xu Zhang, Xiuhua Li, Meng Chen
COCAM: a cooperative video edge caching and multicasting approach based on multi-agent deep reinforcement learning in multi-clouds environment. J. Cloud Comput. 12 (1) (2023)
Shuting Qiu, Qilin Fan, Xiuhua Li, Xu Zhang, Geyong Min, Yongqiang Lyu
OA-Cache: Oracle Approximation-Based Cache Replacement at the Network Edge. IEEE Trans. Netw. Serv. Manag. 20 (3) (2023)
Meng Chen, Jiaxin Hou, Yongpan Sheng, Yingbo Wu, Sen Wang, Jianyuan Lu, Qilin Fan
HA-D3QN: Embedding virtual private cloud in cloud data centers with heuristic assisted deep reinforcement learning. Future Gener. Comput. Syst. 148 (2023)
Shuaiyi L(y)u, Kai Wang, Yuliang Wei, Hongri Liu, Qilin Fan, Bailing Wang
GNN-based Advanced Feature Integration for ICS Anomaly Detection. ACM Trans. Intell. Syst. Technol. 14 (6) (2023)
Guozeng Xu, Xiuhua Li, Hui Li, Qilin Fan, Xiaofei Wang, Victor C. M. Leung
Energy-Efficient Dynamic Asynchronous Federated Learning in Mobile Edge Computing Networks. ICC (2023)
Xiuhua Li, Zhenghui Xu, Fang Fang, Qilin Fan, Xiaofei Wang, Victor C. M. Leung
Task Offloading for Deep Learning Empowered Automatic Speech Analysis in Mobile Edge-Cloud Computing Networks. IEEE Trans. Cloud Comput. 11 (2) (2023)
Yinqiu Huang, Min Gao, Jia Wang, Junwei Yin, Kai Shu, Qilin Fan, Junhao Wen
Meta-prompt based learning for low-resource false information detection. Inf. Process. Manag. 60 (3) (2023)
Qilin Fan, Chunyan Liu, Yunlong Zhao, Yang Li
Unsupervised Online Concept Drift Detection Based on Divergence and EWMA. APWeb/WAIM (1) (2022)
Xu Zhang, Zhengnan Qi, Geyong Min, Wang Miao, Qilin Fan, Zhan Ma
Cooperative Edge Caching Based on Temporal Convolutional Networks. IEEE Trans. Parallel Distributed Syst. 33 (9) (2022)
Zhiying Xiong, Qilin Fan, Kai Wang, Xiuhua Li, Xu Zhang, Qingyu Xiong
PRAD: Unsupervised KPI Anomaly Detection by Joint Prediction and Reconstruction of Multivariate Time Series. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta (2022)
Qing Lyu, Yonghang Zhou, Qilin Fan, Yongqiang Lyu, Xi Zheng, Guangquan Xu, Jun Li
JOSP: Joint Optimization of Flow Path Scheduling and Virtual Network Function Placement for Delay-Sensitive Applications. Mob. Networks Appl. 27 (4) (2022)
Ziheng Duan, Yueyang Wang, Weihao Ye, Qilin Fan, Xiuhua Li
Connecting latent relationships over heterogeneous attributed network for recommendation. Appl. Intell. 52 (14) (2022)
Zhao Ming, Xiuhua Li, Chuan Sun, Qilin Fan, Xiaofei Wang, Victor C. M. Leung
Sleeping Cell Detection for Resiliency Enhancements in 5G/B5G Mobile Edge-Cloud Computing Networks. ACM Trans. Sens. Networks 18 (3) (2022)
Xu Zhang, Geyong Min, Qilin Fan, Hao Yin, Dapeng Oliver Wu, Zhan Ma
A Light-Weight Statistical Latency Measurement Platform at Scale. IEEE Trans. Ind. Informatics 18 (2) (2022)
Qilin Fan, Pan Pan, Xiuhua Li, Sen Wang, Jian Li, Junhao Wen
DRL-D: Revenue-Aware Online Service Function Chain Deployment via Deep Reinforcement Learning. IEEE Trans. Netw. Serv. Manag. 19 (4) (2022)
Hao Li, Min Gao, Fengtao Zhou, Yueyang Wang, Qilin Fan, Linda Yang
Fusing hypergraph spectral features for shilling attack detection. J. Inf. Secur. Appl. 63 (2021)
Fanfan Wu, Xiuhua Li, Hui Li, Qilin Fan, Linquan Zhu, Xiaofei Wang, Victor C. M. Leung
Energy-Time Efficient Task Offloading for Mobile Edge Computing in Hot-Spot Scenarios. ICC (2021)
Tianfu Wang, Qilin Fan, Xiuhua Li, Xu Zhang, Qingyu Xiong, Shu Fu, Min Gao
DRL-SFCP: Adaptive Service Function Chains Placement with Deep Reinforcement Learning. ICC (2021)
Qilin Fan, Xiuhua Li, Jian Li, Qiang He, Kai Wang, Junhao Wen
PA-Cache: Evolving Learning-Based Popularity- Aware Content Caching in Edge Networks. IEEE Trans. Netw. Serv. Manag. 18 (2) (2021)
Zhao Ming, Xiuhua Li, Chuan Sun, Qilin Fan, Xiaofei Wang, Victor C. M. Leung
Dependency-Aware Hybrid Task Offloading in Mobile Edge Computing Networks. ICPADS (2021)
Ziheng Duan, Yueyang Wang, Weihao Ye, Zixuan Feng, Qilin Fan, Xiuhua Li
Connecting Latent ReLationships over Heterogeneous Attributed Network for Recommendation. CoRR (2021)
Meng Zhang, Shu Fu, Qilin Fan
Joint 3D Deployment and Power Allocation for UAV-BS: A Deep Reinforcement Learning Approach. IEEE Wirel. Commun. Lett. 10 (10) (2021)
Zhihan Fu, Qilin Fan, Xu Zhang, Xiuhua Li, Sen Wang, Yueyang Wang
Policy Network Assisted Monte Carlo Tree Search for Intelligent Service Function Chain Deployment. TrustCom (2021)
Qilin Fan, Hao Yin, Libo Jiao, Yongqiang Lyu, Haojun Huang, Xu Zhang
Towards Optimal Request Mapping and Response Routing for Content Delivery Networks. IEEE Trans. Serv. Comput. 14 (2) (2021)
Shitong Cheng, Zhenghui Xu, Xiuhua Li, Xiongwei Wu, Qilin Fan, Xiaofei Wang, Victor C. M. Leung
Task Offloading for Automatic Speech Recognition in Edge-Cloud Computing Based Mobile Networks. ISCC (2020)
Shu Fu, Qilin Fan, Yujie Tang, Haijun Zhang, Xin Jian, Xiaoping Zeng
Cooperative Computing in Integrated Blockchain-Based Internet of Things. IEEE Internet Things J. 7 (3) (2020)
Qilin Fan, Jian Li, Xiuhua Li, Qiang He, Shu Fu, Sen Wang
PA-Cache: Learning-based Popularity-Aware Content Caching in Edge Networks. CoRR (2020)
Xu Zhang, Kai Yang, Rongqi Zhang, Qilin Fan, Hong Tang, Zhan Ma
Demystifying the Largest Live Game Streaming Platform via Black-Box Measurement. ISPA/BDCloud/SocialCom/SustainCom (2020)
Pan Pan, Qilin Fan, Sen Wang, Xiuhua Li, Jian Li, Wenxiang Shi
GCN-TD: A Learning-based Approach for Service Function Chain Deployment on the Fly. GLOBECOM (2020)
Zhao Ming, Chuan Sun, Xiuhua Li, Qilin Fan, Xiaofei Wang, Victor C. M. Leung
Ensemble Learning Based Sleeping Cell Detection in Cloud Radio Access Networks. ISCC (2020)
Sen Wang, Jun Bi, Jianping Wu, Athanasios V. Vasilakos, Qilin Fan
VNE-TD: A virtual network embedding algorithm based on temporal-difference learning. Comput. Networks 161 (2019)
Qilin Fan, Xiuhua Li, Sen Wang, Shu Fu, Xu Zhang, Yueyang Wang
NA-Caching: An Adaptive Content Management Approach Based on Deep Reinforcement Learning. IEEE Access 7 (2019)
Qilin Fan, Yuming Jiang, Hao Yin, Yongqiang Lyu, Haojun Huang, Xu Zhang
Resource Reservation and Request Routing for a Cloud-Based Content Delivery Network. SOSE (2019)
Kai Yang, Xu Zhang, Yangchao Zhao, Qilin Fan, Qin Gao, Yongqiang Lyu, Hao Yin, Zhan Ma
Looking Into Online Gaming From Measurement Perspective. SOSE (2019)
Yangchao Zhao, Xu Zhang, Kai Yang, Qilin Fan, Dongchao Guo, Yongqiang Lyu, Hao Yin, Zhan Ma
Caching Salon: From Classical to Learning-Based Approaches. SOSE (2019)
Qilin Fan, Hao Yin, Geyong Min, Sen Wang, Yongqiang Lyu, Xu Zhang
Content and Network Aware Replication and Scheduling Mechanism for User Generated Content Videos. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2019)
Qilin Fan, Hao Yin, Geyong Min, Po Yang, Yan Luo, Yongqiang Lyu, Haojun Huang, Libo Jiao
Video delivery networks: Challenges, solutions and future directions. Comput. Electr. Eng. 66 (2018)
Haojun Huang, Junbao Zhang, Xu Zhang, Benshun Yi, Qilin Fan, Feng Li
EMGR: Energy-efficient multicast geographic routing in wireless sensor networks. Comput. Networks 129 (2017)
Haojun Huang, Hao Yin, Yan Luo, Xu Zhang, Geyong Min, Qilin Fan
Three-dimensional geographic routing in wireless mobile ad hoc and sensor networks. IEEE Netw. 30 (2) (2016)
Qilin Fan, Hao Yin, Zexun Jiang, Haojun Huang, Yan Luo, Xu Zhang
Adaptive Content Management for UGC Video Delivery in Mobile Internet Era. Mob. Inf. Syst. 2016 (2016)
Qilin Fan, Xiaohu Chen, Hao Yin, Ran Liu
Smart switch: Optimize for green cellular networks. CCNC (2013)
Ran Liu, Hao Yin, Xuejun Cai, Guangxi Zhu, Li Yu, Qilin Fan, Jie Xu
Cooperative Caching Scheme for Content Oriented Networking. IEEE Commun. Lett. 17 (4) (2013)