Qilin Fan

64 papers A* 2B 5C 2Journal 44Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive Model Partitioning and Pruning for Collaborative DNN Inference in Mobile Edge-Cloud Computing Networks.
IEEE Trans. Mob. Comput.
Hui Li, Xiuhua Li, Qilin Fan, Qiang He, Xiaofei Wang, Victor C. M. Leung
2026 J jnl
Edge-Enhanced Intelligence: A Comprehensive Survey of Large Language Models and Edge-Cloud Computing Synergy.
IEEE Commun. Surv. Tutorials
Xiuhua Li, Hui Li, Chuan Sun, Qilin Fan, Zhu Han, Victor C. M. Leung
2026 J jnl
IKENGA: Infeasibility Knowledge-Enhanced Genetic Algorithm for Virtual Network Embedding.
IEEE Trans. Green Commun. Netw.
Fei Wang, Qilin Fan, Tianfu Wang, Xu Zhang, Xiuhua Li, Hao Yin
2025 J jnl
ATHENA: An In-vehicle CAN Intrusion Detection Framework Based on Physical Characteristics of Vehicle Systems.
CoRR
Kai Wang, Zhen Sun, Bailing Wang, Qilin Fan, Ming Li, Hongke Zhang
2025 A* conf
CoCaR: Enabling Efficient Dynamic DNN-Based Model Caching and Request Routing in MEC.
INFOCOM
Shuting Qiu, Fang Dong, Siyu Tan, Dian Shen, Ruiting Zhou, Qilin Fan
2025 J jnl
DRL-Based Time-Varying Workload Scheduling With Priority and Resource Awareness.
IEEE Trans. Netw. Serv. Manag.
Qifeng Liu, Qilin Fan, Xu Zhang, Xiuhua Li, Kai Wang, Qingyu Xiong
2025 J jnl
GraphFedMIG: Tackling Class Imbalance in Federated Graph Learning via Mutual Information-Guided Generation.
CoRR
Xinrui Li, Qilin Fan, Tianfu Wang, Kaiwen Wei, Ke Yu, Xu Zhang
2025 J jnl
Joint Optimization of DNN Model Caching and Request Routing in Mobile Edge Computing.
CoRR
Shuting Qiu, Fang Dong, Siyu Tan, Ruiting Zhou, Dian Shen, Patrick P. C. Lee, Qilin Fan
2025 J jnl
Virne: A Comprehensive Benchmark for Deep RL-based Network Resource Allocation in NFV.
CoRR
Tianfu Wang, Liwei Deng, Xi Chen, Junyang Wang, Huiguo He, Leilei Ding, Wei Wu, Qilin Fan, Hui Xiong
2024 J jnl
A survey of VNF forwarding graph embedding in B5G/6G networks.
Wirel. Networks
Biao Zhang, Qilin Fan, Xu Zhang, Zhihan Fu, Sen Wang, Jian Li, Qingyu Xiong
2024 J jnl
Cooperative Computation Offloading for Multi-Access Edge Computing in 6G Mobile Networks via Soft Actor Critic.
IEEE Trans. Netw. Sci. Eng.
Chuan Sun, Xiongwei Wu, Xiuhua Li, Qilin Fan, Junhao Wen, Victor C. M. Leung
2024 J jnl
Dependency-aware task offloading based on deep reinforcement learning in mobile edge computing networks.
Wirel. Networks
Junnan Li, Zhengyi Yang, Kai Chen, Zhao Ming, Xiuhua Li, Qilin Fan, Jinlong Hao, Luxi Cheng
2024 J jnl
Distributed DNN Inference With Fine-Grained Model Partitioning in Mobile Edge Computing Networks.
IEEE Trans. Mob. Comput.
Hui Li, Xiuhua Li, Qilin Fan, Qiang He, Xiaofei Wang, Victor C. M. Leung
2024 A* conf
FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Resource Allocation.
IJCAI
Tianfu Wang, Qilin Fan, Chao Wang, Long Yang, Leilei Ding, Nicholas Jing Yuan, Hui Xiong
2024 J jnl
FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Resource Allocation.
CoRR
Tianfu Wang, Qilin Fan, Chao Wang, Long Yang, Leilei Ding, Nicholas Jing Yuan, Hui Xiong
2024 J jnl
Intelligent Content Caching and User Association in Mobile Edge Computing Networks for Smart Cities.
IEEE Trans. Netw. Sci. Eng.
Hui Li, Xiuhua Li, Chuan Sun, Fang Fang, Qilin Fan, Xiaofei Wang, Victor C. M. Leung
2024 J jnl
Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarchical Deep Reinforcement Learning.
CoRR
Tianfu Wang, Li Shen, Qilin Fan, Tong Xu, Tongliang Liu, Hui Xiong
2024 J jnl
Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarchical Deep Reinforcement Learning.
IEEE Trans. Serv. Comput.
Tianfu Wang, Li Shen, Qilin Fan, Tong Xu, Tongliang Liu, Hui Xiong
2024 J jnl
MCICT: Graph convolutional network-based end-to-end model for multi-label classification of imbalanced clinical text.
Biomed. Signal Process. Control.
Yao He, Qingyu Xiong, Cai Ke, Yaqiang Wang, Zhengyi Yang, Hualing Yi, Qilin Fan
2024 B conf
Multi-Agent Deep Reinforcement Learning for Computation Offloading in Multi-IRS Assisted Mobile Edge Computing Networks.
WCNC
Lingxiao Chen, Xiuhua Li, Chuan Sun, Qilin Fan, Xiaofei Wang, Victor C. M. Leung
2024 B conf
Semi-Asynchronous Federated Learning with Trajectory Prediction for Vehicular Edge Computing.
IWQoS
Yuxuan Deng, Xiuhua Li, Chuan Sun, Qilin Fan, Xiaofei Wang, Victor C. M. Leung
2024 J jnl
Transfer Learning for Real-Time Surface Defect Detection With Multi-Access Edge-Cloud Computing Networks.
IEEE Trans. Netw. Serv. Manag.
Hui Li, Xiuhua Li, Qilin Fan, Qingyu Xiong, Xiaofei Wang, Victor C. M. Leung
2023 J jnl
COCAM: a cooperative video edge caching and multicasting approach based on multi-agent deep reinforcement learning in multi-clouds environment.
J. Cloud Comput.
Ruohan Shi, Qilin Fan, Shu Fu, Xu Zhang, Xiuhua Li, Meng Chen
2023 — conf
Energy-Efficient Dynamic Asynchronous Federated Learning in Mobile Edge Computing Networks.
ICC
Guozeng Xu, Xiuhua Li, Hui Li, Qilin Fan, Xiaofei Wang, Victor C. M. Leung
2023 J jnl
GNN-based Advanced Feature Integration for ICS Anomaly Detection.
ACM Trans. Intell. Syst. Technol.
Shuaiyi L(y)u, Kai Wang, Yuliang Wei, Hongri Liu, Qilin Fan, Bailing Wang
2023 J jnl
HA-D3QN: Embedding virtual private cloud in cloud data centers with heuristic assisted deep reinforcement learning.
Future Gener. Comput. Syst.
Meng Chen, Jiaxin Hou, Yongpan Sheng, Yingbo Wu, Sen Wang, Jianyuan Lu, Qilin Fan
2023 J jnl
Meta-prompt based learning for low-resource false information detection.
Inf. Process. Manag.
Yinqiu Huang, Min Gao, Jia Wang, Junwei Yin, Kai Shu, Qilin Fan, Junhao Wen
2023 J jnl
OA-Cache: Oracle Approximation-Based Cache Replacement at the Network Edge.
IEEE Trans. Netw. Serv. Manag.
Shuting Qiu, Qilin Fan, Xiuhua Li, Xu Zhang, Geyong Min, Yongqiang Lyu
2023 J jnl
Task Offloading for Deep Learning Empowered Automatic Speech Analysis in Mobile Edge-Cloud Computing Networks.
IEEE Trans. Cloud Comput.
Xiuhua Li, Zhenghui Xu, Fang Fang, Qilin Fan, Xiaofei Wang, Victor C. M. Leung
2022 J jnl
A Light-Weight Statistical Latency Measurement Platform at Scale.
IEEE Trans. Ind. Informatics
Xu Zhang, Geyong Min, Qilin Fan, Hao Yin, Dapeng Oliver Wu, Zhan Ma
2022 J jnl
Connecting latent relationships over heterogeneous attributed network for recommendation.
Appl. Intell.
Ziheng Duan, Yueyang Wang, Weihao Ye, Qilin Fan, Xiuhua Li
2022 J jnl
Cooperative Edge Caching Based on Temporal Convolutional Networks.
IEEE Trans. Parallel Distributed Syst.
Xu Zhang, Zhengnan Qi, Geyong Min, Wang Miao, Qilin Fan, Zhan Ma
2022 J jnl
DRL-D: Revenue-Aware Online Service Function Chain Deployment via Deep Reinforcement Learning.
IEEE Trans. Netw. Serv. Manag.
Qilin Fan, Pan Pan, Xiuhua Li, Sen Wang, Jian Li, Junhao Wen
2022 J jnl
JOSP: Joint Optimization of Flow Path Scheduling and Virtual Network Function Placement for Delay-Sensitive Applications.
Mob. Networks Appl.
Qing Lyu, Yonghang Zhou, Qilin Fan, Yongqiang Lyu, Xi Zheng, Guangquan Xu, Jun Li
2022 — conf
PRAD: Unsupervised KPI Anomaly Detection by Joint Prediction and Reconstruction of Multivariate Time Series.
SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta
Zhiying Xiong, Qilin Fan, Kai Wang, Xiuhua Li, Xu Zhang, Qingyu Xiong
2022 J jnl
Sleeping Cell Detection for Resiliency Enhancements in 5G/B5G Mobile Edge-Cloud Computing Networks.
ACM Trans. Sens. Networks
Zhao Ming, Xiuhua Li, Chuan Sun, Qilin Fan, Xiaofei Wang, Victor C. M. Leung
2022 — conf
Unsupervised Online Concept Drift Detection Based on Divergence and EWMA.
APWeb/WAIM (1)
Qilin Fan, Chunyan Liu, Yunlong Zhao, Yang Li
2021 J jnl
Connecting Latent ReLationships over Heterogeneous Attributed Network for Recommendation.
CoRR
Ziheng Duan, Yueyang Wang, Weihao Ye, Zixuan Feng, Qilin Fan, Xiuhua Li
2021 — conf
DRL-SFCP: Adaptive Service Function Chains Placement with Deep Reinforcement Learning.
ICC
Tianfu Wang, Qilin Fan, Xiuhua Li, Xu Zhang, Qingyu Xiong, Shu Fu, Min Gao
2021 B conf
Dependency-Aware Hybrid Task Offloading in Mobile Edge Computing Networks.
ICPADS
Zhao Ming, Xiuhua Li, Chuan Sun, Qilin Fan, Xiaofei Wang, Victor C. M. Leung
2021 — conf
Energy-Time Efficient Task Offloading for Mobile Edge Computing in Hot-Spot Scenarios.
ICC
Fanfan Wu, Xiuhua Li, Hui Li, Qilin Fan, Linquan Zhu, Xiaofei Wang, Victor C. M. Leung
2021 J jnl
Fusing hypergraph spectral features for shilling attack detection.
J. Inf. Secur. Appl.
Hao Li, Min Gao, Fengtao Zhou, Yueyang Wang, Qilin Fan, Linda Yang
2021 J jnl
Joint 3D Deployment and Power Allocation for UAV-BS: A Deep Reinforcement Learning Approach.
IEEE Wirel. Commun. Lett.
Meng Zhang, Shu Fu, Qilin Fan
2021 J jnl
PA-Cache: Evolving Learning-Based Popularity- Aware Content Caching in Edge Networks.
IEEE Trans. Netw. Serv. Manag.
Qilin Fan, Xiuhua Li, Jian Li, Qiang He, Kai Wang, Junhao Wen
2021 B conf
Policy Network Assisted Monte Carlo Tree Search for Intelligent Service Function Chain Deployment.
TrustCom
Zhihan Fu, Qilin Fan, Xu Zhang, Xiuhua Li, Sen Wang, Yueyang Wang
2021 J jnl
Towards Optimal Request Mapping and Response Routing for Content Delivery Networks.
IEEE Trans. Serv. Comput.
Qilin Fan, Hao Yin, Libo Jiao, Yongqiang Lyu, Haojun Huang, Xu Zhang
2020 J jnl
Cooperative Computing in Integrated Blockchain-Based Internet of Things.
IEEE Internet Things J.
Shu Fu, Qilin Fan, Yujie Tang, Haijun Zhang, Xin Jian, Xiaoping Zeng
2020 — conf
Demystifying the Largest Live Game Streaming Platform via Black-Box Measurement.
ISPA/BDCloud/SocialCom/SustainCom
Xu Zhang, Kai Yang, Rongqi Zhang, Qilin Fan, Hong Tang, Zhan Ma
2020 C conf
Ensemble Learning Based Sleeping Cell Detection in Cloud Radio Access Networks.
ISCC
Zhao Ming, Chuan Sun, Xiuhua Li, Qilin Fan, Xiaofei Wang, Victor C. M. Leung
2020 B conf
GCN-TD: A Learning-based Approach for Service Function Chain Deployment on the Fly.
GLOBECOM
Pan Pan, Qilin Fan, Sen Wang, Xiuhua Li, Jian Li, Wenxiang Shi
2020 J jnl
PA-Cache: Learning-based Popularity-Aware Content Caching in Edge Networks.
CoRR
Qilin Fan, Jian Li, Xiuhua Li, Qiang He, Shu Fu, Sen Wang
2020 C conf
Task Offloading for Automatic Speech Recognition in Edge-Cloud Computing Based Mobile Networks.
ISCC
Shitong Cheng, Zhenghui Xu, Xiuhua Li, Xiongwei Wu, Qilin Fan, Xiaofei Wang, Victor C. M. Leung
2019 — conf
Caching Salon: From Classical to Learning-Based Approaches.
SOSE
Yangchao Zhao, Xu Zhang, Kai Yang, Qilin Fan, Dongchao Guo, Yongqiang Lyu, Hao Yin, Zhan Ma
2019 — conf
Content and Network Aware Replication and Scheduling Mechanism for User Generated Content Videos.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Qilin Fan, Hao Yin, Geyong Min, Sen Wang, Yongqiang Lyu, Xu Zhang
2019 — conf
Looking Into Online Gaming From Measurement Perspective.
SOSE
Kai Yang, Xu Zhang, Yangchao Zhao, Qilin Fan, Qin Gao, Yongqiang Lyu, Hao Yin, Zhan Ma
2019 J jnl
NA-Caching: An Adaptive Content Management Approach Based on Deep Reinforcement Learning.
IEEE Access
Qilin Fan, Xiuhua Li, Sen Wang, Shu Fu, Xu Zhang, Yueyang Wang
2019 — conf
Resource Reservation and Request Routing for a Cloud-Based Content Delivery Network.
SOSE
Qilin Fan, Yuming Jiang, Hao Yin, Yongqiang Lyu, Haojun Huang, Xu Zhang
2019 J jnl
VNE-TD: A virtual network embedding algorithm based on temporal-difference learning.
Comput. Networks
Sen Wang, Jun Bi, Jianping Wu, Athanasios V. Vasilakos, Qilin Fan
2018 J jnl
Video delivery networks: Challenges, solutions and future directions.
Comput. Electr. Eng.
Qilin Fan, Hao Yin, Geyong Min, Po Yang, Yan Luo, Yongqiang Lyu, Haojun Huang, Libo Jiao
2017 J jnl
EMGR: Energy-efficient multicast geographic routing in wireless sensor networks.
Comput. Networks
Haojun Huang, Junbao Zhang, Xu Zhang, Benshun Yi, Qilin Fan, Feng Li
2016 J jnl
Adaptive Content Management for UGC Video Delivery in Mobile Internet Era.
Mob. Inf. Syst.
Qilin Fan, Hao Yin, Zexun Jiang, Haojun Huang, Yan Luo, Xu Zhang
2016 J jnl
Three-dimensional geographic routing in wireless mobile ad hoc and sensor networks.
IEEE Netw.
Haojun Huang, Hao Yin, Yan Luo, Xu Zhang, Geyong Min, Qilin Fan
2013 J jnl
Cooperative Caching Scheme for Content Oriented Networking.
IEEE Commun. Lett.
Ran Liu, Hao Yin, Xuejun Cai, Guangxi Zhu, Li Yu, Qilin Fan, Jie Xu
2013 — conf
Smart switch: Optimize for green cellular networks.
CCNC
Qilin Fan, Xiaohu Chen, Hao Yin, Ran Liu