李玉玲 (Yuling Li)
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博士研究生,中共党员 |
关于我
我目前在合肥工业大学计算机学院攻读博士学位，师从俞奎教授。 本人已于2020年6月从合肥工业大学 计算机与信息学院获得硕士学位。
我的研究兴趣主要包括: 知识图谱 (Knowledge Graph), 元学习 (Meta-learning), 自然语言处理 (Natural Language Processing) 等。
学术论文
Adaptive Prototype Interaction Network for Few-shot Knowledge Graph Completion
Yuling Li, Kui Yu, Yuhong Zhang, Jiye Liang, and Xindong Wu
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023. [中科院一区, JCR Q1, CCF B类期刊]
Learning Inter-Entity-Interaction for Few-Shot Knowledge Graph Completion
Yuling Li, Kui Yu, Xiaoling Huang, and Yuhong Zhang
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022. [清华 A类会议, CCF B类会议, 录用率 20%]
Learning Cross-Lingual Mappings in Imperfectly Isomorphic Embedding Spaces
Yuling Li, Yuhong Zhang, and Kui Yu
IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 2021. [中科院一区, JCR Q1, 清华 A类期刊, CCF B类期刊]
Adversarial training with Wasserstein distance for learning cross-lingual word embeddings
Yuling Li, Yuhong Zhang, and Kui Yu
Applied Intelligence (Appl Intell), 2021. [中科院二区, JCR Q2, CCF C类期刊]
Wasserstein GAN based on Autoencoder with back-translation for cross-lingual embedding mappings
Yuhong Zhang, Yuling Li, Yi Zhu, and Xuegang Hu
Pattern Recognition Letters (Pattern Recognit Lett), 2020. [中科院三区, JCR Q2, CCF C类期刊]
Knowledge-Enhanced Hierarchical Transformers for Emotion-Cause Pair Extraction
Yuwei Wang, Yuling Li, Kui Yu, and Yimin Hu
Advances in Knowledge Discovery and Data Mining: 27th Pacific-Asia Conference (PAKDD), 2023. [CCF C类会议, 录用率 17.3%}]
Unsupervised cross-lingual word embeddings learning with adversarial training
Yuling Li, Yuhong Zhang, Peipei Li, and Xuegang Hu
2019 IEEE International Conference on Big Knowledge (ICBK), 2019. [EI会议]
Adaptive Prototype Interaction Network for Few-shot Knowledge Graph Completion
Yuling Li, Kui Yu, Yuhong Zhang, Jiye Liang, and Xindong Wu
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023. [中科院一区, JCR Q1, CCF B类期刊, 一审大修]
Learning Relation-Specific Representations for Few-shot Knowledge Graph Completion
Yuling Li, Kui Yu, Yuhong Zhang, and Xindong Wu
IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 2023. [中科院一区, JCR Q1, CCF B类期刊, 在投]
Relation Prototype Learning for Few-shot Knowledge Graph Completion
Yuling Li, Kui Yu, Yuhong Zhang, and Xindong Wu
Expert Systems with Applications (Expert Syst Appl), 2023. [中科院一区, JCR Q1, CCF C类期刊, 在投]
A Novel Data Enhancing Approach to DAG Learning with Small-Sized Data Samples
Xiaoling Huang, Xianjie Guo, Yuling Li, and Kui Yu
Applied Intelligence (Appl Intell), 2023. [SCI二区, CCF C类期刊, 在投]
TransD-Based Multi-Hop Meta Learning for Few-Shot Knowledge Graph Completion
Jindi Li, Kui Yu, Yuling Li, and Yuhong Zhang
International Joint Conference on Neural Networks (IJCNN), 2023. [CCF C类会议, 在投]
发明专利
一种基于元学习和知识图谱的商品推荐方法
俞奎，王雨薇，李玉玲，解弘艺
专利号CN114708064A
一种基于扰动对抗训练的跨语言词向量构建方法
张玉红, 李玉玲
专利号CN111553154A
一种基于自适应噪音降噪编码器的跨领域文本分类方法
张玉红, 杨帅, 李玉玲, 李培培
专利号ZL201810702735.7
课题项目
跨媒体因果推断与可信机器学习(No. 2021ZD0111801), 2021.12-2025.11
子课题骨干; 经费:180万元
科技部科技创新2030-“新一代人工智能”重大项目
常识知识学习与因果分析(No. 2020AAA0106100), 2020.11-2024.10
子课题骨干; 经费:180万元
科技部科技创新2030-“新一代人工智能”重大项目