
- 李玲
- 最终学位:博士
- 电子邮箱:lilingsxu@sxu.edu.cn
- 导师类型:硕士生导师
- 联系电话:0351-7010566
- 所在院所:2138CC太阳集团
- 研究方向:数据挖掘和机器学习
- 个人简介
- 发表论文
- 科研项目
李玲,博士,讲师,2024年博士毕业于东北大学计算机科学与工程学院,研究兴趣主要包括数据挖掘和机器学习,重点围绕大图数据搜索、图数据挖掘、图神经网络等方面的问题开展学术研究。近年来,在IEEE International Conference on Data Engineering (ICDE) 、IEEE Transactions on Knowledge and Data Engineering、Knowledge-Based Systems、Annual Conference on Neural Information Processing Systems (NeurIPS)、计算机学报等国内外期刊和会议发表论文多篇。
[1] Ling Li, Liang Bai, Siqiang Luo, Yejiang Wang, Yuhai Zhao. DIFFCOM: Conditional Discrete Diffusion Model for Community Search. 2026 IEEE International Conference on Data Engineering (ICDE), Montreal, Canada, 2026. (CCF A类会议)
[2] Chuanhou Sun, Yuhai Zhao, Ling Li, Yuan Li. Keyword-Aware Skyline Community Search on Semantics and Structure. 2026 IEEE International Conference on Data Engineering (ICDE), Montreal, Canada, 2026. (CCF A类会议)
[3] Yejiang Wang, Yuhai Zhao, Fangting Li, Jiapu Wang, Meixia Wang, Ling Li, Miaomiao Huang, Zhengkui Wang and Shirui Pan. Graph-to-Tree: Topological Decomposition for Self-Supervised Learning, The Web Conference 2026. (CCF A类会议)
[4] Yejiang Wang, Yuhai Zhao, Zhengkui Wang, Wen Shan, Ling Li, Qian Li, Miaomiao Huang, Meixia Wang, Shirui Pan, Xingwei Wang. N2GON: Neural Networks for Graph-of-Net with Position Awareness, ICML 2025 poster. (CCF A类会议)
[5] Yejiang Wang, Yuhai Zhao, Zhengkui Wang, Ling Li, Jiapu Wang, Fangting Li, Miaomiao Huang, Shirui Pan, Xingwei Wang. Equivalence is All: A Unified View for Self-supervised Graph Learning, 2025ICML 2025 oral. (CCF A类会议)
[6] Ling Li, Yuhai Zhao, Siqiang Luo, Guoren Wang, Zhengkui Wang. Efficient Community Search in Edge-Attributed Graphs (Extended Abstract)[C], 2024 IEEE 40th International Conference on Data Engineering (ICDE), Utrecht, Netherlands, 2024, pp, 5731-5732. (CCF A类会议)
[7] Ling Li, Siqiang Luo, Yuhai Zhao, Caihua Shan, Zhengkui Wang, Lu Qin. COCLEP: Contrastive Learning-based Semi-Supervised Community Search. 2023 IEEE 39th International Conference on Data Engineering (ICDE), Anaheim, CA, USA, 2023, pp, 2483-2495. (CCF A类会议)
[8] Ling Li, Yuhai Zhao, Siqiang Luo, Guoren Wang, Zhengkui Wang. Efficient community search in edge-attributed graphs[J]. IEEE Transactions on Knowledge and Data Engineering, 2023, 35(10): 10790-10806. (CCF A类期刊)
[9] Yejiang Wang, Yuhai Zhao, Zhengkui Wang, Ling Li. GALOPA: Graph transport learning with optimal plan alignment[C]. The Thirty-Seventh Annual Conference on Neural Information Processing Systems (NeurIPS), 2023. (CCF A类会议)
[10] Ling Li, Yuhai Zhao, Yuan Li, Fazal Wahab, Zhengkui Wang. The most active community search in large temporal graphs[J]. Knowledge-Based Systems, 2022, 250: 109101. (JCR Q1)
[11] 李玲, 印莹, 赵宇海, 王国仁, 董祥军. 基于解耦概要图的大规模图数据高效分布式挖掘算法[J]. 计算机学报, 2020, 43 (7). (CCF A 类中文期刊)
[1] 国家自然科学基金青年项目, 62502294, 面向大规模二部图的学习型稠密子图搜索研究, 2026.01-2028.12, 在研, 主持.