| 2025 | INFOCOM | CoCaR: Enabling Efficient Dynamic DNN-Based Model Caching and Request Routing in MEC. | Shuting Qiu, Fang Dong, Siyu Tan, Dian Shen, Ruiting Zhou, Qilin Fan |
| 2024 | IJCAI | FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Resource Allocation. | Tianfu Wang, Qilin Fan, Chao Wang, Long Yang, Leilei Ding, Nicholas Jing Yuan, Hui Xiong |
| 2024 | IWQoS | Semi-Asynchronous Federated Learning with Trajectory Prediction for Vehicular Edge Computing. | Yuxuan Deng, Xiuhua Li, Chuan Sun, Qilin Fan, Xiaofei Wang, Victor C. M. Leung |
| 2024 | WCNC | Multi-Agent Deep Reinforcement Learning for Computation Offloading in Multi-IRS Assisted Mobile Edge Computing Networks. | Lingxiao Chen, Xiuhua Li, Chuan Sun, Qilin Fan, Xiaofei Wang, Victor C. M. Leung |
| 2022 | APWEB | Unsupervised Online Concept Drift Detection Based on Divergence and EWMA. | Qilin Fan, Chunyan Liu, Yunlong Zhao, Yang Li |
| 2022 | UIC | PRAD: Unsupervised KPI Anomaly Detection by Joint Prediction and Reconstruction of Multivariate Time Series. | Zhiying Xiong, Qilin Fan, Kai Wang, Xiuhua Li, Xu Zhang, Qingyu Xiong |
| 2021 | ICPADS | Dependency-Aware Hybrid Task Offloading in Mobile Edge Computing Networks. | Zhao Ming, Xiuhua Li, Chuan Sun, Qilin Fan, Xiaofei Wang, Victor C. M. Leung |
| 2021 | TrustCom | Policy Network Assisted Monte Carlo Tree Search for Intelligent Service Function Chain Deployment. | Zhihan Fu, Qilin Fan, Xu Zhang, Xiuhua Li, Sen Wang, Yueyang Wang |
| 2020 | GLOBECOM | GCN-TD: A Learning-based Approach for Service Function Chain Deployment on the Fly. | Pan Pan, Qilin Fan, Sen Wang, Xiuhua Li, Jian Li, Wenxiang Shi |
| 2020 | ISCC | Task Offloading for Automatic Speech Recognition in Edge-Cloud Computing Based Mobile Networks. | Shitong Cheng, Zhenghui Xu, Xiuhua Li, Xiongwei Wu, Qilin Fan, Xiaofei Wang, Victor C. M. Leung |
| 2020 | ISCC | Ensemble Learning Based Sleeping Cell Detection in Cloud Radio Access Networks. | Zhao Ming, Chuan Sun, Xiuhua Li, Qilin Fan, Xiaofei Wang, Victor C. M. Leung |
| 2020 | ISPA | Demystifying the Largest Live Game Streaming Platform via Black-Box Measurement. | Xu Zhang, Kai Yang, Rongqi Zhang, Qilin Fan, Hong Tang, Zhan Ma |
| 2019 | UIC | Content and Network Aware Replication and Scheduling Mechanism for User Generated Content Videos. | Qilin Fan, Hao Yin, Geyong Min, Sen Wang, Yongqiang Lyu, Xu Zhang |