Towards the optimality of service instance selection in mobile edge computing G Zou, Z Qin, S Deng, KC Li, Y Gan, B Zhang Knowledge-Based Systems 217, 106831, 2021 | 21 | 2021 |
Deepwsc: Clustering web services via integrating service composability into deep semantic features G Zou, Z Qin, Q He, P Wang, B Zhang, Y Gan IEEE Transactions on Services Computing 15 (4), 1940-1953, 2020 | 21 | 2020 |
DeepWSC: A novel framework with deep neural network for web service clustering G Zou, Z Qin, Q He, P Wang, B Zhang, Y Gan 2019 IEEE International conference on Web services (ICWS), 434-436, 2019 | 16 | 2019 |
FedAPEN: Personalized Cross-silo Federated Learning with Adaptability to Statistical Heterogeneity Z Qin, S Deng, M Zhao, X Yan Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 13 | 2023 |
BlockDFL: A Blockchain-based Fully Decentralized Peer-to-Peer Federated Learning Framework Z Qin, X Yan, M Zhou, S Deng Proceedings of the ACM on Web Conference 2024, 2914-2925, 2024 | 9* | 2024 |
ST-EUA: Spatio-temporal edge user allocation with task decomposition G Zou, Y Liu, Z Qin, J Chen, Z Xu, Y Gan, B Zhang, Q He IEEE Transactions on Services Computing 16 (1), 628-641, 2022 | 7 | 2022 |
TD-EUA: Task-decomposable edge user allocation with QoE optimization G Zou, Y Liu, Z Qin, J Chen, Z Xu, Y Gan, B Zhang, Q He Service-Oriented Computing: 18th International Conference, ICSOC 2020, Dubai …, 2020 | 7 | 2020 |
Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes Z Qin, D Chen, B Qian, B Ding, Y Li, S Deng arXiv preprint arXiv:2312.06353, 2023 | 6 | 2023 |
LARA: A Light and Anti-overfitting Retraining Approach for Unsupervised Time Series Anomaly Detection F Chen, Z Qin, M Zhou, Y Zhang, S Deng, L Fan, G Pang, Q Wen Proceedings of the ACM on Web Conference 2024, 4138-4149, 2024 | 1* | 2024 |
6g data plane: A novel architecture enabling data collaboration with arbitrary topology Z Qin, S Deng, X Yan, L Lu, M Zhao, Y Xi, J Wu, T Sun, N Shi Mobile Networks and Applications 28 (1), 394-405, 2023 | 1 | 2023 |
Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective Z Qin, F Chen, C Zhi, X Yan, S Deng Proceedings of the AAAI Conference on Artificial Intelligence 38 (13), 14677 …, 2024 | | 2024 |
MACE: A Multi-pattern Accommodated and Efficient Anomaly Detection Method in the Frequency Domain F Chen, Z Qin, L Fan, R Jiang, Y Liang, Q Wen, S Deng arXiv preprint arXiv:2311.16191, 2023 | | 2023 |
PePNet: A Periodicity-Perceived Workload Prediction Network Supporting Rare Occurrence of Heavy Workload F Chen, Z Qin, H Zhao, M Zhou, S Deng arXiv preprint arXiv:2308.01917, 2023 | | 2023 |
Adaptive Scheduling of High-Availability Drone Swarms for Congestion Alleviation in Connected Automated Vehicles S Pang, Y Li, Z Qin, X Zhao, J Chen, F Wang, J Yin ACM Transactions on Autonomous and Adaptive Systems, 0 | | |