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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
- [21] 王蔚萌. Proactive Auto-scaling For Delay-sensitive Service Providers Over Public Clouds. 2023.
- [22] 张然. Performance Evaluation of Self-Similar GPS Scheduling: A Knowledge-Driven Dual-Task Deep Learning Approach. IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING, 2024.
- [23] 郑栋宇. Power Demand Reshaping Using Energy Storage for Distributed Edge Clouds. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024.
- [24] 姜少伟. Modeling Long- and Short-term User Preferences via Self-Supervised Learning for Next POI Recommendation. ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, 17, 2023.
- [25] 刘磊. Tree sketch: An accurate and memory-efficient sketch for network-wide measurement. COMPUTER COMMUNICATIONS, 2022.
- [26] 丁桐. An Efficient Reinforcement Learning Game Framework for UAV-Enabled Wireless Sensor Network Data Collection. JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY Journal, 37, 2022.
- [27] 王甜甜. Optimized sustainable strategy in Aerial Terrestrial IoT Network. 2022.
- [28] 丁桐. IoV environment exploring coordination: A federated learning approach. Digital Communications and Networks, 2022.
- [29] 王甜甜. UAV Enabled Sustainable IoT Network with OTPDRL. 2023.
- [30] 任良瑞. A Diversified Attention Model for Interpretable Multiple Clusterings. TKDE, 2022.
- [31] 赵云峰. Few-shot partial multi-label learning via prototype rectification. Knowledge and Information Systems, 1851, 2023.
- [32] 王世鹏. Personality Traits Prediction Based on Sparse Digital Footprints via Discriminative Matrix Factorization. 2021.
- [33] 王世鹏. Personality Traits Prediction Based on Users’Digital Footprints in Social Networks via Attention RNN. 2020.
- [34] 钟海婷. Combining User Inherent and Contextual Preferences for Online Recommendation in Location-based Services. 2022.
- [35] . Is it fair? Resource allocation for differentiated services on demands. 2022.
- [36] 刘宁. An Efficient Reinforcement Learning Game Framework for UAV-Enabled Wireless Sensor Network Data Collection. Journal of Computer Science and Technology, 6, 1356, 2022.
- [37] 何伟. Joint Attention Networks with Inherent and Contextual Preference？Awareness for Successive POI Recommendation. Springer Data Science and Engineering, 7, 370, 2022.
- [38] 徐庸辉. Multi-modal information fusion-powered regional Covid-19 epidemic forecasting. 2021.
- [39] 余国先. Few-Shot Partial Multi-Label Learning. 2021.
- [40] 刘磊. The algorithm of multi-source to multi-sink traffic scheduling. 2021.