Yuling Li
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Ph.D. Candidate, CPC Member |
About Me
I am currently a Ph.D. candidate in the School of Computer Science and Technology at Hefei University of Technology, supervised by Prof. Kui Yu. I obtained my Master's degree in Computer Science and Technology from Hefei University of Technology School of Computer Science and Technology in June 2020.
My research interests mainly include Knowledge Graph, Meta-learning, Natural Language Processing, etc.
Academic Papers
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. [Tsinghua A, CCF B, acceptance rate 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. [[SCI Q1, JCR Q1, Tsinghua A, CCF B]
Adversarial training with Wasserstein distance for learning cross-lingual word embeddings
Yuling Li, Yuhong Zhang, and Kui Yu
Applied Intelligence (Appl Intell), 2021. [[SCI Q2, JCR Q2, CCF C]
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. [[SCI Q2, JCR Q2, CCF C]
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, acceptance rate 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]
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. [[SCI Q1, JCR Q1, CCF B, major revision]
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. [SCI Q1, CCF B, under review]
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. [SCI Q1, CCF C, under review]
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 Q2, CCF C, under review]
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, under review]
Invention Patents
A commodity recommendation method based on meta-learning and knowledge graph
Kui Yu, Yuwei Wang, Yuling Li, and Hongyi Xie
Patent number CN114708064A
A method for constructing cross-lingual word vectors based on perturbation adversarial training
Yuhong Zhang, Yuling Li
Patent number CN111553154A
A cross-domain text classification method based on adaptive noise reduction encoder
Yuhong Zhang, Shuai Yang, Yuling Li, and Peipei Li
Patent number ZL201810702735.7
Research Projects
Cross-media causal inference and trustworthy machine learning (No. 2021ZD0111801), Dec. 2021-Nov. 2025
Subproject backbone; Fund: 1.8 million RMB
Major Project of the Ministry of Science and Technology 2030 - "New Generation Artificial Intelligence"
Commonsense knowledge learning and causal analysis (No. 2020AAA0106100), Nov. 2020-Oct. 2024
Subproject backbone; Fund: 1.8 million RMB
Major Project of the Ministry of Science and Technology 2030 - "New Generation Artificial Intelligence"