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Unifying Large Language Models and Knowledge Graphs: A Roadmap
Pan, Shirui, Luo, Linhao, Wang, Yufei, Chen, Chen, Wang, Jiapu, Wu, Xindong
Published in IEEE transactions on knowledge and data engineering (01.07.2024)
Published in IEEE transactions on knowledge and data engineering (01.07.2024)
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A Survey on Multi-Task Learning
Zhang, Yu, Yang, Qiang
Published in IEEE transactions on knowledge and data engineering (01.12.2022)
Published in IEEE transactions on knowledge and data engineering (01.12.2022)
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Self-Supervised Learning: Generative or Contrastive
Liu, Xiao, Zhang, Fanjin, Hou, Zhenyu, Mian, Li, Wang, Zhaoyu, Zhang, Jing, Tang, Jie
Published in IEEE transactions on knowledge and data engineering (01.01.2023)
Published in IEEE transactions on knowledge and data engineering (01.01.2023)
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Generalizing to Unseen Domains: A Survey on Domain Generalization
Wang, Jindong, Lan, Cuiling, Liu, Chang, Ouyang, Yidong, Qin, Tao, Lu, Wang, Chen, Yiqiang, Zeng, Wenjun, Yu, Philip S.
Published in IEEE transactions on knowledge and data engineering (01.08.2023)
Published in IEEE transactions on knowledge and data engineering (01.08.2023)
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A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications
Gui, Jie, Sun, Zhenan, Wen, Yonggang, Tao, Dacheng, Ye, Jieping
Published in IEEE transactions on knowledge and data engineering (01.04.2023)
Published in IEEE transactions on knowledge and data engineering (01.04.2023)
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Contrastive Learning for Sequential Recommendation
Xie, Xu, Sun, Fei, Liu, Zhaoyang, Wu, Shiwen, Gao, Jinyang, Zhang, Jiandong, Ding, Bolin, Cui, Bin
Published in Data engineering (01.01.2022)
Published in Data engineering (01.01.2022)
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A Survey on Generative Diffusion Models
Cao, Hanqun, Tan, Cheng, Gao, Zhangyang, Xu, Yilun, Chen, Guangyong, Heng, Pheng-Ann, Li, Stan Z.
Published in IEEE transactions on knowledge and data engineering (01.07.2024)
Published in IEEE transactions on knowledge and data engineering (01.07.2024)
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A Survey on Deep Semi-Supervised Learning
Yang, Xiangli, Song, Zixing, King, Irwin, Xu, Zenglin
Published in IEEE transactions on knowledge and data engineering (01.09.2023)
Published in IEEE transactions on knowledge and data engineering (01.09.2023)
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Deep Learning on Graphs: A Survey
Zhang, Ziwei, Cui, Peng, Zhu, Wenwu
Published in IEEE transactions on knowledge and data engineering (01.01.2022)
Published in IEEE transactions on knowledge and data engineering (01.01.2022)
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A Comprehensive Survey on Graph Anomaly Detection With Deep Learning
Ma, Xiaoxiao, Wu, Jia, Xue, Shan, Yang, Jian, Zhou, Chuan, Sheng, Quan Z., Xiong, Hui, Akoglu, Leman
Published in IEEE transactions on knowledge and data engineering (01.12.2023)
Published in IEEE transactions on knowledge and data engineering (01.12.2023)
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Learning Dynamics and Heterogeneity of Spatial-Temporal Graph Data for Traffic Forecasting
Guo, Shengnan, Lin, Youfang, Wan, Huaiyu, Li, Xiucheng, Cong, Gao
Published in IEEE transactions on knowledge and data engineering (01.11.2022)
Published in IEEE transactions on knowledge and data engineering (01.11.2022)
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A Survey on Knowledge Graph-Based Recommender Systems
Guo, Qingyu, Zhuang, Fuzhen, Qin, Chuan, Zhu, Hengshu, Xie, Xing, Xiong, Hui, He, Qing
Published in IEEE transactions on knowledge and data engineering (01.08.2022)
Published in IEEE transactions on knowledge and data engineering (01.08.2022)
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A Survey on Deep Learning for Named Entity Recognition
Li, Jing, Sun, Aixin, Han, Jianglei, Li, Chenliang
Published in IEEE transactions on knowledge and data engineering (01.01.2022)
Published in IEEE transactions on knowledge and data engineering (01.01.2022)
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Deep Learning for Spatio-Temporal Data Mining: A Survey
Wang, Senzhang, Cao, Jiannong, Yu, Philip
Published in IEEE transactions on knowledge and data engineering (01.08.2022)
Published in IEEE transactions on knowledge and data engineering (01.08.2022)
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Graph Self-Supervised Learning: A Survey
Liu, Yixin, Jin, Ming, Pan, Shirui, Zhou, Chuan, Zheng, Yu, Xia, Feng, Yu, Philip S.
Published in IEEE transactions on knowledge and data engineering (01.06.2023)
Published in IEEE transactions on knowledge and data engineering (01.06.2023)
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Deep Isolation Forest for Anomaly Detection
Xu, Hongzuo, Pang, Guansong, Wang, Yijie, Wang, Yongjun
Published in IEEE transactions on knowledge and data engineering (01.12.2023)
Published in IEEE transactions on knowledge and data engineering (01.12.2023)
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Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems
von Rueden, Laura, Mayer, Sebastian, Beckh, Katharina, Georgiev, Bogdan, Giesselbach, Sven, Heese, Raoul, Kirsch, Birgit, Pfrommer, Julius, Pick, Annika, Ramamurthy, Rajkumar, Walczak, Michal, Garcke, Jochen, Bauckhage, Christian, Schuecker, Jannis
Published in IEEE transactions on knowledge and data engineering (01.01.2023)
Published in IEEE transactions on knowledge and data engineering (01.01.2023)
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Learning under Concept Drift: A Review
Lu, Jie, Liu, Anjin, Dong, Fan, Gu, Feng, Gama, Joao, Zhang, Guangquan
Published in IEEE transactions on knowledge and data engineering (01.12.2019)
Published in IEEE transactions on knowledge and data engineering (01.12.2019)
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