Short Biography
Dr. Hailun Lin is the Associate Professor at the Institute of Information Engineering, Chinese Academy of Sciences (IIE, CAS). She obtained her Ph.D. from the Institute of Computational Technology, Chinese Academy of Sciences (ICT, CAS) in 2015. She have published more than 30 journal/conference papers.
Research Interests
Big Data Analysis, Knowledge Computing
Selected Publications
- Yuanzhuo Wang, Yantao Jia, Hailun Lin and Xueqi Cheng. 开放网络知识计算——模型、方法及应用, 北京: 清华大学出版社, 2018, ISBN: 978-7-302-49143-9
- Yong Liu, Shizhong Liao, Shali Jiang, Lizhong Ding, Hailun Lin, Weiping Wang. Fast Cross-Validation for Kernel-based Algorithms. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019: 1-14
- Hailun Lin,Yong Liu, Peng Zhang, Jianwu Wang. Representation Learning of Taxonomies for Taxonomy Matching. Proceedings of the International Conference on Computational Science (ICCS), 2019: 383-397
- Yong Liu, Hailun Lin, Weiping Wang, Shizhong Liao. Fast Cross-Validation. Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), 2018: 2497-2503
- Yantao Jia, Yuanzhuo Wang, Xiaolong Jin, Hailun Lin, Xueqi Cheng. Knowledge Graph Embedding: A Locally and Temporally Adaptive Translation based Approach. ACM Transactions on the Web (TWeb), 2017, 12(2): 8:1-8:33
- Jian Li, Yong Liu, Hailun Lin, Yinliang Yue, Weiping Wang. Efficient Kernel Selection via Spectral Analysis. Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), 2017: 2124-2130
- Hailun Lin, Yong Liu, Weiping Wang, Yinliang Yue, Zheng Lin. Learning Entity and Relation Embeddings for Knowledge Resolution. Proceedings of the International Conference on Computational Science (ICCS), 2017: 345-354
- Yong Liu, Shizhong Liao, Hailun Lin, Yinliang Yue, Weiping Wang. Infinite Kernel Learning: Generalization Bounds and Algorithms. Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI), 2017: 2280-2286
- Yong Liu, Shizhong Liao, Hailun Lin, Yinliang Yue, Weiping Wang. Generalization Analysis for Ranking Using Integral Operator. Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI), 2017: 2273-2279
- Hailun Lin, Yuanzhuo Wang, Yantao Jia, Peng Zhang, Weiping Wang. 面向开放网络大数据的知识融合方法研究综述, 计算机学报, 2017, 40(1): 1-27
- Hailun Lin, Yantao Jia, Yuanzhuo Wang, Xiaolong Jin, Xueqi Cheng, Weiping Wang. 基于复合结构的知识库分类体系匹配方法. 计算机研究与发展, 2017, 54(1): 50-62
- Yantao Jia, Yuanzhuo Wang, Hailun Lin, Xiaolong Jin, Xueqi Cheng. Locally Adaptive Translation for Knowledge Graph Embedding. Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI), 2016: 992-998
Contact
Hailun Lin
Institute of Information Engineering
Chinese Academy of Sciences
No. 89(A) Minzhuang road, Haidian district
Beijing, China
Phone: (86)-010-82546401