| Follow me at the edge: Mobility-aware dynamic service placement for mobile edge computing T Ouyang, Z Zhou, X Chen IEEE Journal on Selected Areas in Communications 36 (10), 2333-2345, 2018 | 522 | 2018 |
| Adaptive user-managed service placement for mobile edge computing: An online learning approach T Ouyang, R Li, X Chen, Z Zhou, X Tang IEEE INFOCOM 2019-IEEE conference on computer communications, 1468-1476, 2019 | 220 | 2019 |
| HiFlash: Communication-efficient hierarchical federated learning with adaptive staleness control and heterogeneity-aware client-edge association Q Wu, X Chen, T Ouyang, Z Zhou, X Zhang, S Yang, J Zhang IEEE Transactions on Parallel and Distributed Systems 34 (5), 1560-1579, 2023 | 51 | 2023 |
| Adaptive user-managed service placement for mobile edge computing via contextual multi-armed bandit learning T Ouyang, X Chen, Z Zhou, R Li, X Tang IEEE Transactions on Mobile Computing 22 (3), 1313-1326, 2021 | 46 | 2021 |
| Collaboration in participant-centric federated learning: A game-theoretical perspective G Huang, X Chen, T Ouyang, Q Ma, L Chen, J Zhang IEEE Transactions on Mobile Computing 22 (11), 6311-6326, 2022 | 28 | 2022 |
| Cost-aware edge resource probing for infrastructure-free edge computing: From optimal stopping to layered learning T Ouyang, X Chen, L Zeng, Z Zhou 2019 IEEE Real-Time Systems Symposium (RTSS), 380-391, 2019 | 25 | 2019 |
| Edge intelligence in motion: Mobility-aware dynamic DNN inference service migration with downtime in mobile edge computing P Wang, T Ouyang, G Liao, J Gong, S Yu, X Chen Journal of Systems Architecture 130, 102664, 2022 | 16 | 2022 |
| Dynamic Edge-centric Resource Provisioning for Online and Offline Services Co-location T Ouyang, K Zhao, X Zhang, Z Zhou, X Chen IEEE INFOCOM 2023-IEEE Conference on Computer Communications, 1-10, 2023 | 7 | 2023 |
| Hydra: Hybrid-model federated learning for human activity recognition on heterogeneous devices P Wang, T Ouyang, Q Wu, Q Huang, J Gong, X Chen Journal of Systems Architecture 147, 103052, 2024 | 4 | 2024 |
| Learning to be green: Carbon-aware online control for edge intelligence with colocated learning and inference S Su, Z Zhou, T Ouyang, R Zhou, X Chen 2023 IEEE 43rd International Conference on Distributed Computing Systems …, 2023 | 4 | 2023 |
| Flying MEC: Online task offloading, trajectory planning and charging scheduling for UAV-assisted MEC Q Wei, T Ouyang, Z Zhou, X Chen International Conference on Algorithms and Architectures for Parallel …, 2021 | 4 | 2021 |
| Cost-aware dispersed resource probing and offloading at the edge: A user-centric online layered learning approach T Ouyang, X Chen, L Zeng, Z Zhou IEEE Transactions on Services Computing, 2024 | 2 | 2024 |
| Online optimization of dnn inference network utility in collaborative edge computing R Li, T Ouyang, L Zeng, G Liao, Z Zhou, X Chen IEEE/ACM Transactions on Networking, 2024 | 2 | 2024 |
| Fair DNN Model Selection in Edge AI via A Cooperative Game Approach J Xie, Z Zhou, T Ouyang, X Zhang, X Chen 2023 IEEE 43rd International Conference on Distributed Computing Systems …, 2023 | 2 | 2023 |
| Efficient Coordination of Federated Learning and Inference Offloading at the Edge: A Proactive Optimization Paradigm K Luo, K Zhao, T Ouyang, X Zhang, Z Zhou, H Wang, X Chen IEEE Transactions on Mobile Computing, 2024 | 1 | 2024 |
| Multi-Hop Task Offloading and Relay Selection for IoT Devices in Mobile Edge Computing T Li, Y Liu, T Ouyang, H Zhang, K Yang, X Zhang IEEE Transactions on Mobile Computing, 2024 | 1 | 2024 |
| Seco: Multi-satellite edge computing enabled wide-area and real-time earth observation missions Z Zhai, L Zeng, T Ouyang, S Yu, Q Huang, X Chen IEEE INFOCOM 2024-IEEE Conference on Computer Communications, 2548-2557, 2024 | 1 | 2024 |
| Beeflow: Behavior tree-based serverless workflow modeling and scheduling for resource-constrained edge clusters K Luo, T Ouyang, Z Zhou, X Chen Journal of Systems Architecture 143, 102968, 2023 | 1 | 2023 |
| QoS-aware Resource Optimization for Hierarchical Cross-Edge Video Analytics K Zhao, Z Zhou, T Ouyang, M Zhao, H Wang, X Chen 2023 20th Annual IEEE International Conference on Sensing, Communication …, 2023 | 1 | 2023 |
| Time is Gold: A Time-Dependent Incentive Mechanism Design for Fast Federated Learning X Ling, R Li, T Ouyang, X Chen 2022 IEEE/CIC International Conference on Communications in China (ICCC …, 2022 | 1 | 2022 |
Xu ChenProfessor, Sun Yat-sen university, Guangzhou, ChinaVerified email at mail.sysu.edu.cn