Elamur Research⌕
☰
home / venues / IEEE Transactions on Knowledge and Data… / 2023 / papers

IEEE Transactions on Knowledge and Data Engineering 2023: all accepted papers

464 papers · page 1 of 5 · the most cited first · ← IEEE Transactions on Knowledge and Data Engineering 2023

1 2 … 5

  1. Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey ↗Guangyin Jin, Yuxuan Liang, Yuchen Fang et al.568 citations
  2. Deep Isolation Forest for Anomaly Detection ↗Hongzuo Xu, Guansong Pang, Yijie Wang et al.556 citations
  3. Self-Supervised Learning for Recommender Systems: A Survey ↗Junliang Yu, Hongzhi Yin, Xin Xia et al.408 citations
  4. A Comprehensive Survey on Multi-View Clustering ↗Uno Fang, Man Li, Jianxin Li et al.351 citations
  5. XSimGCL: Towards Extremely Simple Graph Contrastive Learning for Recommendation ↗Junliang Yu, Xin Xia, Tong Chen et al.322 citations
  6. PromptCast: A New Prompt-Based Learning Paradigm for Time Series Forecasting ↗Hao Xue, Flora Dilys Salim302 citations
  7. Fast Multi-View Clustering Via Ensembles: Towards Scalability, Superiority, and Simplicity ↗Dong Huang, Chang‐Dong Wang, Jianhuang Lai277 citations
  8. Multi-Scale Adaptive Graph Neural Network for Multivariate Time Series Forecasting ↗Ling Chen, Donghui Chen, Zongjiang Shang et al.243 citations
  9. A Survey of Knowledge Enhanced Pre-Trained Language Models ↗Linmei Hu, Zeyi Liu, Ziwang Zhao et al.196 citations
  10. Knowledge Graph Contrastive Learning Based on Relation-Symmetrical Structure ↗Ke Liang, Yue Liu, Sihang Zhou et al.154 citations
  11. Knowledge Graph Augmented Network Towards Multiview Representation Learning for Aspect-Based Sentiment Analysis ↗Qihuang Zhong, Liang Ding, Juhua Liu et al.149 citations
  12. Spatio-Temporal Joint Graph Convolutional Networks for Traffic Forecasting ↗Chuanpan Zheng, Xiaoliang Fan, Shirui Pan et al.142 citations
  13. An Efficient Spectral Clustering Algorithm Based on Granular-Ball ↗Jiang Xie, Weiyu Kong, Shuyin Xia et al.137 citations
  14. Fairness in Graph Mining: A Survey ↗Yushun Dong, Jing Ma, Song Wang et al.136 citations
  15. Data Lakes: A Survey of Functions and Systems ↗Rihan Hai, Christos Koutras, Christoph Quix et al.125 citations
  16. Multi-Modal Hashing for Efficient Multimedia Retrieval: A Survey ↗Lei Zhu, Chaoqun Zheng, Weili Guan et al.125 citations
  17. Enhanced Multi-Task Learning and Knowledge Graph-Based Recommender System ↗Min Gao, Jian-Yu Li, Chunhua Chen et al.118 citations
  18. Interoperability in Blockchain: A Survey ↗Kunpeng Ren, Nhut-Minh Ho, Dumitrel Loghin et al.112 citations
  19. A Multi-Type Transferable Method for Missing Link Prediction in Heterogeneous Social Networks ↗Huan Wang, Ziwen Cui, Ruigang Liu et al.102 citations
  20. A Survey of Graph-Based Deep Learning for Anomaly Detection in Distributed Systems ↗Armin Danesh Pazho, Ghazal Alinezhad Noghre, Arnab A Purkayastha et al.102 citations
  21. Comprehensive Privacy Analysis on Federated Recommender System Against Attribute Inference Attacks ↗Shijie Zhang, Wei Yuan, Hongzhi Yin97 citations
  22. STD: A Seasonal-Trend-Dispersion Decomposition of Time Series ↗Grzegorz Dudek94 citations
  23. Self-Supervised Graph Completion for Incomplete Multi-View Clustering ↗Cheng Liu, Si Wu, Rui Li et al.94 citations
  24. Human Cognition-Based Consistency Inference Networks for Multi-Modal Fake News Detection ↗Lianwei Wu, Pusheng Liu, Yongqiang Zhao et al.88 citations
  25. Anti-Money Laundering by Group-Aware Deep Graph Learning ↗Dawei Cheng, Yujia Ye, Sheng Xiang et al.84 citations
  26. Spatio-Temporal Trajectory Similarity Measures: A Comprehensive Survey and Quantitative Study ↗Danlei Hu, Lu Chen, Hanxi Fang et al.78 citations
  27. Prompt-Learning for Short Text Classification ↗Yi Qing Zhu, Ye Wang, Jipeng Qiang et al.77 citations
  28. Outlier Detection Using Three-Way Neighborhood Characteristic Regions and Corresponding Fusion Measurement ↗Xianyong Zhang, Zhong Yuan, Duoqian Miao75 citations
  29. Self-Supervised Hypergraph Representation Learning for Sociological Analysis ↗Xiangguo Sun, Hong Cheng, Bo Liu et al.75 citations
  30. System Log Parsing: A Survey ↗Tianzhu Zhang, Han Qiu, Gabriele Castellano et al.75 citations
  31. Multi-View Bipartite Graph Clustering With Coupled Noisy Feature Filter ↗Liang Li, Junpu Zhang, Siwei Wang et al.73 citations
  32. Multiplex Graph Representation Learning Via Dual Correlation Reduction ↗Yujie Mo, Yuhuan Chen, Yajie Lei et al.72 citations
  33. Efficient Privacy-Preserving Spatial Data Query in Cloud Computing ↗Yinbin Miao, Yutao Yang, Xinghua Li et al.71 citations
  34. Cross-Domain Recommendation via Progressive Structural Alignment ↗Chuang Zhao, Hongke Zhao, Xiaomeng Li et al.70 citations
  35. Channel Attention for Sensor-Based Activity Recognition: Embedding Features into all Frequencies in DCT Domain ↗Shige Xu, Lei Zhang, Yin Tang et al.68 citations
  36. In Pursuit of Beauty: Aesthetic-Aware and Context-Adaptive Photo Selection in Crowdsensing ↗Tongqing Zhou, Zhiping Cai, Fang Cherry Liu et al.67 citations
  37. Inconsistent Matters: A Knowledge-Guided Dual-Consistency Network for Multi-Modal Rumor Detection ↗Mengzhu Sun, Xi Zhang, Jianqiang Ma et al.67 citations
  38. DASVDD: Deep Autoencoding Support Vector Data Descriptor for Anomaly Detection ↗Hadi Hojjati, Narges Armanfard66 citations
  39. Learning Large Neighborhood Search for Vehicle Routing in Airport Ground Handling ↗Jianan Zhou, Yaoxin Wu, Zhiguang Cao et al.63 citations
  40. AutoAlign: Fully Automatic and Effective Knowledge Graph Alignment Enabled by Large Language Models ↗Rui Zhang, Yixin Su, Bayu Distiawan Trisedya et al.61 citations
  41. STWave+: A Multi-Scale Efficient Spectral Graph Attention Network With Long-Term Trends for Disentangled Traffic Flow Forecasting ↗Yuchen Fang, Yanjun Qin, Haiyong Luo et al.61 citations
  42. Counterfactual Graph Learning for Anomaly Detection on Attributed Networks ↗Chunjing Xiao, Xovee Xu, Lei Yue et al.57 citations
  43. Automatic Database Knob Tuning: A Survey ↗Xinyang Zhao, Xuanhe Zhou, Guoliang Li55 citations
  44. TFS-ABS: Traceable and Forward-Secure Attribute-Based Signature Scheme With Constant-Size ↗Zhaozhe Kang, Jiguo Li, Jian Shen et al.54 citations
  45. Incremental Learning Based on Granular Ball Rough Sets for Classification in Dynamic Mixed-Type Decision System ↗Qinghua Zhang, Chengying Wu, Shuyin Xia et al.53 citations
  46. Spatio-Temporal Dynamic Graph Relation Learning for Urban Metro Flow Prediction ↗Peng Xie, Minbo Ma, Tianrui Li et al.53 citations
  47. Spatiotemporal Propagation Learning for Network-Wide Flight Delay Prediction ↗Yuankai Wu, Hongyu Yang, Yi Hong Lin et al.53 citations
  48. Beyond Co-Occurrence: Multi-Modal Session-Based Recommendation ↗Xiaokun Zhang, Bo Xu, Fenglong Ma et al.52 citations
  49. Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering ↗Peijie Sun, Le Wu, Kun Zhang et al.52 citations
  50. Adaptive Consensus Clustering for Multiple K-Means Via Base Results Refining ↗Peng Zhou, Liang Du, Xuejun Li51 citations
  51. Multi-Label Clinical Time-Series Generation via Conditional GAN ↗Chang Hua Lu, Chandan K. A. Reddy, Ping Wang et al.51 citations
  52. Online Learning From Incomplete and Imbalanced Data Streams ↗Dianlong You, Jiawei Xiao, Yang Wang et al.50 citations
  53. Embedding Graph Convolutional Networks in Recurrent Neural Networks for Predictive Monitoring ↗Efrén Rama-Maneiro, Juan Carlos Vidal, Manuel Lama49 citations
  54. Optimization of Graph Clustering Inspired by Dynamic Belief Systems ↗Hui‐Jia Li, Haobin Cao, Yuhao Feng et al.49 citations
  55. CityTrans: Domain-Adversarial Training With Knowledge Transfer for Spatio-Temporal Prediction Across Cities ↗Xiaocao Ouyang, Yan Zhu Yang, Wei Zhou et al.48 citations
  56. Feature-Level Deeper Self-Attention Network With Contrastive Learning for Sequential Recommendation ↗Yongjing Hao, Tingting Zhang, Pengpeng Zhao et al.47 citations
  57. Fractal Belief Rényi Divergence With its Applications in Pattern Classification ↗Yingcheng Huang, Fuyuan Xiao, Zehong Cao et al.47 citations
  58. HGNAS++: Efficient Architecture Search for Heterogeneous Graph Neural Networks ↗Yang Gao, Peng Zhang, Chuan De Zhou et al.47 citations
  59. Towards Semi-Supervised Universal Graph Classification ↗Xiao Luo, Yusheng Zhao, Yifang Qin et al.46 citations
  60. A Survey on Arabic Named Entity Recognition: Past, Recent Advances, and Future TrendsXiaoye Qu, Yingjie Gu, Qingrong Xia et al.45 citations · our summary
  61. MCoR-Miner: Maximal Co-Occurrence Nonoverlapping Sequential Rule Mining ↗Yan Li, Chang Zhang, Jie Li et al.45 citations
  62. Mining High Utility Itemsets Using Prefix Trees and Utility Vectors ↗Junfeng Qu, Philippe Fournier‐Viger, Mengchi Liu et al.45 citations
  63. Multi-Label Classification With High-Rank and High-Order Label Correlations ↗Chongjie Si, Yuheng Jia, Ran Wang et al.45 citations
  64. OMG: Towards Effective Graph Classification Against Label Noise ↗Nan Yin, Li Shen, Mengzhu Wang et al.45 citations
  65. Adversarial Contrastive Learning for Evidence-Aware Fake News Detection With Graph Neural Networks ↗Junfei Wu, Weizhi Xu, Qiang Liu et al.44 citations
  66. C 2 IMUFS: Complementary and Consensus Learning-Based Incomplete Multi-View Unsupervised Feature Selection ↗Yanyong Huang, Zongxin Shen, Yuxin Cai et al.44 citations
  67. DB-LSH 2.0: Locality-Sensitive Hashing With Query-Based Dynamic Bucketing ↗Yao Tian, Xi Zhao, Xiaofang Zhou44 citations
  68. FlGan: GAN-Based Unbiased Federated Learning Under Non-IID Settings ↗Zhuoran Ma, Yang Liu, Yinbin Miao et al.44 citations
  69. Adaptive Clustering Based Personalized Federated Learning Framework for Next POI Recommendation With Location Noise ↗Ziming Ye, Xiao Zhang, Xu Chen et al.43 citations
  70. Flexible Tensor Learning for Multi-View Clustering With Markov Chain ↗Yalan Qin, Zhenjun Tang, Hanzhou Wu et al.43 citations
  71. Multi-Scale Attention Flow for Probabilistic Time Series Forecasting ↗Shibo Feng, Chunyan Miao, Ke Xu et al.43 citations
  72. Improving Generalizability of Graph Anomaly Detection Models via Data Augmentation ↗Shuang Zhou, Xiao Xia Huang, Ninghao Liu et al.42 citations
  73. Adversarial Attacks for Black-Box Recommender Systems via Copying Transferable Cross-Domain User Profiles ↗Wenqi Fan, Xiangyu Zhao, Qing Li et al.41 citations
  74. High-Quality Temporal Link Prediction for Weighted Dynamic Graphs via Inductive Embedding Aggregation ↗Meng Qin, Chaorui Zhang, Bo Bob Bai et al.40 citations
  75. MetaVIM: Meta Variationally Intrinsic Motivated Reinforcement Learning for Decentralized Traffic Signal Control ↗Liwen Zhu, Peixi Peng, Zongqing Lu et al.40 citations
  76. Social-Enhanced Explainable Recommendation With Knowledge Graph ↗Chunyu Liu, Wei Qiang Wu, Siyu Wu et al.40 citations
  77. Spatial-Temporal Interval Aware Individual Future Trajectory Prediction ↗Yiheng Jiang, Yongjian Yang, Yuanbo Xu et al.40 citations
  78. Contrastive Time-Series Anomaly Detection ↗HyunGi Kim, Siwon Kim, Seonwoo Min et al.39 citations
  79. Elastic Multi-view Subspace Clustering with Pairwise and High-order Correlations ↗Yalan Qin, Nan Pu, Hanzhou Wu39 citations
  80. Fast Approximated Multiple Kernel K-Means ↗Jun Wang, Chang Tang, Xiao Zheng et al.38 citations
  81. MOCOLNet: A Momentum Contrastive Learning Network for Multimodal Aspect-Level Sentiment Analysis ↗Jie Mu, Feiping Nie, Wei Wang et al.38 citations
  82. Task Assignment With Efficient Federated Preference Learning in Spatial Crowdsourcing ↗Hao Miao, Xiaolong Zhong, Jiaxin Liu et al.37 citations
  83. Semi-Supervised Anomaly Detection Via Neural Process ↗Fan Zhou, Guanyu Wang, Kunpeng Zhang et al.36 citations
  84. Trajectory Distribution Aware Graph Convolutional Network for Trajectory Prediction Considering Spatio-Temporal Interactions and Scene Information ↗Ruiping Wang, Zhijian Hu, Xiao Yan Song et al.36 citations
  85. Type-LDD: A Type-Driven Lite Concept Drift Detector for Data Streams ↗Hang Yu, Jinpeng Li, Jie Lü et al.36 citations
  86. Contrastive Proxy Kernel Stein Path Alignment for Cross-Domain Cold-Start Recommendation ↗Weiming Liu, Xiaolin Zheng, Jiajie Su et al.35 citations
  87. Cost-Sensitive Online Adaptive Kernel Learning for Large-Scale Imbalanced Classification ↗Ying‐Ying Chen, Zijie Hong, Xiaowei Yang35 citations
  88. OPR-Miner: Order-Preserving Rule Mining for Time Series ↗Youxi Wu, Xiaoqian Zhao, Yan Li et al.35 citations
  89. RARE: Robust Masked Graph Autoencoder ↗Wenxuan Tu, Qing Liao, Sihang Zhou et al.35 citations
  90. Unsupervised Rumor Detection Based on Propagation Tree VAE ↗Lanting Fang, Kaiyu Feng, Kaiqi Zhao et al.35 citations
  91. Sample Efficient Offline-to-Online Reinforcement Learning ↗Siyuan Guo, Lixin Zou, Hechang Chen et al.34 citations
  92. Towards a Unified Understanding of Uncertainty Quantification in Traffic Flow Forecasting ↗Weizhu Qian, Yan Li Zhao, Dalin Zhang et al.34 citations
  93. Hyperbolic Graph Learning for Social Recommendation ↗Yonghui Yang, Le Wu, Kun Zhang et al.33 citations
  94. Multi-Stream Concept Drift Self-Adaptation Using Graph Neural Network ↗Ming Zhou, Jie Lü, Yiliao Song et al.33 citations
  95. Reinforcement Learning Based Path Exploration for Sequential Explainable Recommendation ↗Yicong Li, Hongxu Chen, Yile Li et al.33 citations
  96. Clustering Ensemble via Diffusion on Adaptive Multiplex ↗Peng Zhou, Boao Hu, Dengcheng Yan et al.32 citations
  97. Variational Continuous Label Distribution Learning for Multi-Label Text Classification ↗Xingyu Zhao, Yuexuan An, Ning Xu et al.31 citations
  98. Dual Attention Graph Convolutional Network for Relation Extraction ↗Donghao Zhang, Zhenyu Liu, Weiqiang Jia et al.30 citations
  99. Kill Two Birds With One Stone: A Multi-View Multi-Adversarial Learning Approach for Joint Air Quality and Weather Prediction ↗Jindong Han, Hao Liu, Hengshu Zhu et al.30 citations
  100. Out-of-Distribution Generalization With Causal Feature Separation ↗Haotian Wang, Kun Kuang, Long Lan et al.30 citations

1 2 … 5

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-knowledge-and-data-engineering/2023/papers/