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刘玲  副研究员  


                                        
研究方向：

                                        
所属部门：无线通信技术研究中心

                                        
导师类别：硕导，计算机应用技术

                                        
联系方式：liuling@ict.ac.cn

                                        
个人网页：

                                    

                                

                            


                        

                    

                

            

            

                

                    

                        

                            

                                
简       历：

                                

                                    
2021年9月 — 今：中科院计算所，副研究员 
2018年7月 — 2021年9月：中科院计算所，助理研究员

                                

                            

                            

                                
主要论著：

                                

                                    
期刊文章:
[1]N. Shi, Y. Zhou, L. Liu, J. Shi, Y. Wu, H. Shi and H. Yu, “Content Accuracy and Quality Aware Resource Allocation Based on LP-Guided DRL for ISAC-Driven AIGC Networks,” IEEE Transactions on Mobile Computing, pp. 1-15, 2026, early access.
[2]N. Shi, Y. Zhou, L. Liu, Y. Wu, H. Yu and J. Shi, “Service Satisfaction Based User Selection and Resource Allocation for NOMA-Based Multi-Cell MEC Networks,” IEEE Transactions on Mobile Computing, pp. 1-15, 2026, early access.
[3]Q. Cai, Y. Zhou, L. Liu, H. Yu, Y. Wu and J. Shi, “Query-Aware Semantic Encoder-Based Resource Allocation in Task-Oriented Communications,” IEEE Transactions on Mobile Computing, vol. 24, no. 7, pp. 6413-6429, Jul. 2025.
[4]L. Dong, Y. Zhou, L. Liu, Y. Qi and Y. Zhang, “Age of Information Based Client Selection for Wireless Federated Learning with Diversified Learning Capabilities,” IEEE Transactions on Mobile Computing, vol. 23, no. 12, pp. 14934-14945, Dec. 2024.
[5]Q. Cai, Y. Zhou, L. Liu, Y. Qi and J. Shi, “Prioritized Assignment with Task Dependency in Collaborative Mobile Edge Computing,” IEEE Transactions on Mobile Computing, vol. 23, no. 12, pp. 13505-13521, Dec. 2024.
[6]W. Xing, L. Liu, Y. Zhou and J. Shi, “A Low-Complexity User-Preference-Aware Decentralized Coded Caching Based on User Pairing,” IEEE Internet of Things Journal, vol. 11, no. 20, pp. 33120-33132, Oct. 2024.
[7]Y. Peng, Y. Zhou, L. Liu, J. Li, Z. Pan and G. Sun, “Intelligent Recommendation-Based User Plane Handover With Enhanced TCP Throughput in Ultra-Dense Cellular Networks,” IEEE Transactions on Vehicular Technology, vol. 71, no. 1, pp. 595-610, Jan. 2022.
[8]L. Liu, Y. Zhou, J. Yuan, W. Zhuang and Y. Wang, “Economically Optimal MS Association for Multimedia Content Delivery in Cache-Enabled Heterogeneous Cloud Radio Access Networks,” IEEE Journal on Selected Areas in Communications, vol. 37, no. 7, pp. 1584-1593, Jul. 2019. 
[9]L. Liu, Y. Zhou, W. Zhuang, J. Yuan and L. Tian, “Tractable Coverage Analysis for Hexagonal Macrocell-Based Heterogeneous UDNs with Adaptive Interference Aware CoMP,” IEEE Transactions on Wireless Communications, vol. 18, no.1, pp. 503-517, Jan. 2019. 
[10] L. Liu, Y. Zhou, V. Garcia, L. Tian and J. Shi, “Load Aware Joint CoMP Clustering and Inter-cell Resource Scheduling in Heterogeneous Ultra Dense Cellular Networks,” IEEE Transactions on Vehicular Technology, vol. 67, no. 3, pp. 2741-2755, Mar. 2018.

                                

                            

                            

                                
科研项目：

                                

                                    
[1] 国家自然科学基金青年项目（C类）：基于内容推荐的缓存赋能移动网络基础理论与关键技术研究，项目负责人；
[2] 国家重点研发计划课题：计算-感知-通信融合网络数学建模与机理分析，课题负责人；
[3] 国家重点研发计划，绿色高效密集覆盖增强技术，参与
[4] 国家自然科学基金联合基金项目，面向工业应用的超低时延高可靠智能无线组网机理与关键技术研究，参与
[5] 中国科学院稳定支持基础研究领域青年团队计划，面向6G通信安全的密码，参与

                                

                            

                            

                                
获奖及荣誉：

                                

                                    
[1] IEEE ICC2018最佳论文奖（L. Liu, Y. Zhou, L. Tian, B. Sun and J. Shi, “Interference Aware CoMP for Macrocell-based Heterogeneous Ultra Dense Cellular Networks,” IEEE ICC2018, May 2018: 1-6.）
[2] 北京市科技协会“第十四届（2014-2017年）北京青年优秀科技论文”二等奖（L. Liu, Y. Zhou, L. Tian and J. Shi, “CPC-Based Backward Compatible Network Access for LTE Cognitive Radio Cellular Networks,” IEEE Communications Magazine, Jul. 2015, 53(7): 93-99.）
[3] 中国科学院优秀博士论文奖
[4] 中国科学院院长特别奖