📰 IEEE Transactions on Knowledge and Data Engineering 2023 — papers

The works of IEEE Transactions on Knowledge and Data Engineering published in 2023 that our library holds (publisher: IEEE Computer Society): 3 works, listed below with the most cited first; each has a page with our summary, its key points and its references.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A SurveyGuangyin Jin, Yuxuan Liang, Yuchen Fang et al.568 citations
2. Deep Isolation Forest for Anomaly DetectionHongzuo Xu, Guansong Pang, Yijie Wang et al.556 citations
3. Self-Supervised Learning for Recommender Systems: A SurveyJunliang Yu, Hongzhi Yin, Xin Xia et al.408 citations
4. A Comprehensive Survey on Multi-View ClusteringUno Fang, Man Li, Jianxin Li et al.351 citations
5. XSimGCL: Towards Extremely Simple Graph Contrastive Learning for RecommendationJunliang Yu, Xin Xia, Tong Chen et al.322 citations
6. PromptCast: A New Prompt-Based Learning Paradigm for Time Series ForecastingHao Xue, Flora Dilys Salim302 citations
7. Fast Multi-View Clustering Via Ensembles: Towards Scalability, Superiority, and SimplicityDong Huang, Chang‐Dong Wang, Jianhuang Lai277 citations
8. Multi-Scale Adaptive Graph Neural Network for Multivariate Time Series ForecastingLing Chen, Donghui Chen, Zongjiang Shang et al.243 citations
9. A Survey of Knowledge Enhanced Pre-Trained Language ModelsLinmei Hu, Zeyi Liu, Ziwang Zhao et al.196 citations
10. Knowledge Graph Contrastive Learning Based on Relation-Symmetrical StructureKe Liang, Yue Liu, Sihang Zhou et al.154 citations

All works of the year (464)

The most cited first; 3 with our summary link to their page here, the others to the original.

1. Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A SurveyGuangyin Jin, Yuxuan Liang, Yuchen Fang et al.568 citations
2. Deep Isolation Forest for Anomaly DetectionHongzuo Xu, Guansong Pang, Yijie Wang et al.556 citations
3. Self-Supervised Learning for Recommender Systems: A SurveyJunliang Yu, Hongzhi Yin, Xin Xia et al.408 citations
4. A Comprehensive Survey on Multi-View ClusteringUno Fang, Man Li, Jianxin Li et al.351 citations
5. XSimGCL: Towards Extremely Simple Graph Contrastive Learning for RecommendationJunliang Yu, Xin Xia, Tong Chen et al.322 citations
6. PromptCast: A New Prompt-Based Learning Paradigm for Time Series ForecastingHao Xue, Flora Dilys Salim302 citations
7. Fast Multi-View Clustering Via Ensembles: Towards Scalability, Superiority, and SimplicityDong Huang, Chang‐Dong Wang, Jianhuang Lai277 citations
8. Multi-Scale Adaptive Graph Neural Network for Multivariate Time Series ForecastingLing Chen, Donghui Chen, Zongjiang Shang et al.243 citations
9. A Survey of Knowledge Enhanced Pre-Trained Language ModelsLinmei Hu, Zeyi Liu, Ziwang Zhao et al.196 citations
10. Knowledge Graph Contrastive Learning Based on Relation-Symmetrical StructureKe Liang, Yue Liu, Sihang Zhou et al.154 citations
11. Knowledge Graph Augmented Network Towards Multiview Representation Learning for Aspect-Based Sentiment AnalysisQihuang Zhong, Liang Ding, Juhua Liu et al.149 citations
12. Spatio-Temporal Joint Graph Convolutional Networks for Traffic ForecastingChuanpan Zheng, Xiaoliang Fan, Shirui Pan et al.142 citations
13. An Efficient Spectral Clustering Algorithm Based on Granular-BallJiang Xie, Weiyu Kong, Shuyin Xia et al.137 citations
14. Fairness in Graph Mining: A SurveyYushun Dong, Jing Ma, Song Wang et al.136 citations
15. Data Lakes: A Survey of Functions and SystemsRihan Hai, Christos Koutras, Christoph Quix et al.125 citations
16. Multi-Modal Hashing for Efficient Multimedia Retrieval: A SurveyLei Zhu, Chaoqun Zheng, Weili Guan et al.125 citations
17. Enhanced Multi-Task Learning and Knowledge Graph-Based Recommender SystemMin Gao, Jian-Yu Li, Chunhua Chen et al.118 citations
18. Interoperability in Blockchain: A SurveyKunpeng Ren, Nhut-Minh Ho, Dumitrel Loghin et al.112 citations
19. A Multi-Type Transferable Method for Missing Link Prediction in Heterogeneous Social NetworksHuan Wang, Ziwen Cui, Ruigang Liu et al.102 citations
20. A Survey of Graph-Based Deep Learning for Anomaly Detection in Distributed SystemsArmin Danesh Pazho, Ghazal Alinezhad Noghre, Arnab A Purkayastha et al.102 citations
21. Comprehensive Privacy Analysis on Federated Recommender System Against Attribute Inference AttacksShijie Zhang, Wei Yuan, Hongzhi Yin97 citations
22. STD: A Seasonal-Trend-Dispersion Decomposition of Time SeriesGrzegorz Dudek94 citations
23. Self-Supervised Graph Completion for Incomplete Multi-View ClusteringCheng Liu, Si Wu, Rui Li et al.94 citations
24. Human Cognition-Based Consistency Inference Networks for Multi-Modal Fake News DetectionLianwei Wu, Pusheng Liu, Yongqiang Zhao et al.88 citations
25. Anti-Money Laundering by Group-Aware Deep Graph LearningDawei Cheng, Yujia Ye, Sheng Xiang et al.84 citations

See all 464 papers in IEEE Transactions on Knowledge and Data Engineering 2023 — papers →

📄 Works with our summary in our library (3)

The most cited first (OpenAlex citations plus our library's).

1. Unifying Large Language Models and Knowledge Graphs: A RoadmapShirui Pan, Linhao Luo, Yufei Wang, et al.2023 · 1,549 citations
2. Are Large Language Models Really Good Logical Reasoners? A Comprehensive Evaluation and BeyondFangzhi Xu, Qika Lin, Jiawei Han, et al.2023 · 141 citations
3. A Survey on Arabic Named Entity Recognition: Past, Recent Advances, and Future TrendsXiaoye Qu, Yingjie Gu, Qingrong Xia, et al.2023 · 64 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🧠Language models & pretraining (2)🏷️Named entity recognition (1)📏Evaluation & benchmarks (1)🧮Reasoning (1)🕸️Knowledge graphs & ontologies (1)Semitic languages (1)

📚 Fields

🎭Arts and Humanities (3)🖥️Computer Science (3)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓Nanyang Technological UniversitySingapore · Singapore2 works here🎓Griffith UniversityBrisbane · Australia1 work here🎓Hefei University of TechnologyHefei · China1 work here🏢Huawei TechnologiesShenzhen · China1 work here🎓Beijing University of TechnologyBeijing · China1 work here🔬Zhejiang LabHangzhou · China1 work here🎓Monash UniversityMelbourne · Australia1 work here🎓Xi'an Jiaotong UniversityXi'an · China1 work here

works and citations from OpenAlex and our library.

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