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个人信息Personal Information
教授 博士生导师 硕士生导师
主要任职：山东大学数据科学与大数据技术系副主任
性别：男
毕业院校：University of Bradford
学历：博士研究生毕业
学位：博士生
在职信息：在职
所在单位：软件学院
入职时间：2011-09-15
学科：软件工程其他专业
计算机系统结构
办公地点：济南市舜华路1500，山东大学软件园校区
联系方式：l.liu@sdu.edu.cn
扫描关注
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- [2] 李鹏泽. Bridges the crowd: rim chain framework. International Journal of Crowd Science, 3, 106-116, 2019.
- [3] 周婷. Budget-Feasible Double Auction Mechanisms for Model Training Services in Federated Learning Market. 2024.
- [4] 张子恒. Achieving Trusted GPU Allocation: An Empirical Study on Efficiency Changes of Deep Learning Training Tasks. 2024.
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- [6] 郑栋宇. Maximizing Profits with ON/OFF Multi-Server Configurations in Distributed Edge Clouds. 142-147, 2024.
- [7] 丁桐. Enhancing Sustainable Data Collection with Unmanned Aerial Vehicles: A Deep Reinforcement Learning Approach. IEEE Internet of Things Journal, 2024.
- [8] 谭卫星. Adaptive Federated Deep Learning-based Semantic Communication in the Social Internet of Things. IEEE Internet of Things Journal, 2024.
- [9] 丁桐. Federated Reinforcement Learning for Intelligent Route Planning in Aerial-Terrestrial Network. IEEE Internet of Things Journal, 2024.
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- [11] 汤欣宇. Towards Efficient Auction Design with ROI Constraints. 2024-May, 1818-1826, 2024.
- [12] 刘之恒. Similarity and Diversity: PCA-Based Contribution Evaluation in Federated Learning. IEEE Internet of Things Journal, 2025.
- [13] 张然. Research on Active Detection Method of Network Congestion. 4685-4690, 2022.
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- [17] 张然. Performance Evaluation of Self-Similar GPS Scheduling: A Knowledge-Driven Dual-Task Deep Learning Approach. IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING, 2023.
- [18] 王蔚萌. Proactive Auto-Scaling for Delay-Sensitive IoT Applications Over Edge Clouds. IEEE Internet of Things Journal, 2024.
- [19] 周婷. Learning a robust foundation model against clean-label data poisoning attacks at downstream tasks. NEURAL NETWORKS, 2023.
- [20] 周婷. RobFL: Robust Federated Learning via Feature Center Separation and Malicious Center Detection. 2024.