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

464 papers · page 2 of 5 · the most cited first · ← IEEE Transactions on Knowledge and Data Engineering 2023

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  1. RNP-Miner: Repetitive Nonoverlapping Sequential Pattern Mining ↗Meng Geng, Youxi Wu, Yan Li et al.30 citations
  2. Two-Stage Asymmetric Similarity Preserving Hashing for Cross-Modal Retrieval ↗Junfan Huang, Peipei Kang, Na Han et al.30 citations
  3. Broad Learning Autoencoder With Graph Structure for Data Clustering ↗Zhiwen Yu, Zhijie Zhong, Kaixiang Yang et al.29 citations
  4. Collaborative Semantic Aggregation and Calibration for Federated Domain Generalization ↗Junkun Yuan, Xu Ma, Defang Chen et al.29 citations
  5. Enhancing Drug Recommendations Via Heterogeneous Graph Representation Learning in EHR Networks ↗Haijun Zhang, Xian Feng Yang, Liang Bai et al.29 citations
  6. GraphMM: Graph-Based Vehicular Map Matching by Leveraging Trajectory and Road Correlations ↗Yu Liu, Qian Ge, Wei Luo et al.29 citations
  7. Hierarchical Contrastive Learning Enhanced Heterogeneous Graph Neural Network ↗Nian Liu, Xiao Wang, Hui Han et al.29 citations
  8. OneSketch: A Generic and Accurate Sketch for Data Streams ↗Zhuochen Fan, Ruixin Wang, Yalun Cai et al.29 citations
  9. TiCoSeRec: Augmenting Data to Uniform Sequences by Time Intervals for Effective Recommendation ↗Yizhou Dang, Enneng Yang, Guibing Guo et al.29 citations
  10. Uncertainty-Guided Boundary Learning for Imbalanced Social Event Detection ↗Jiaqian Ren, Hao Ming Peng, Lei Jiang et al.29 citations
  11. A VAE-Based User Preference Learning and Transfer Framework for Cross-Domain Recommendation ↗Tong Zhang, Chen Chen, Dan Wang et al.28 citations
  12. Adaptive Ensemble Clustering With Boosting BLS-Based Autoencoder ↗Yifan Shi, Kaixiang Yang, Zhiwen Yu et al.28 citations
  13. An Efficient and Distributed Framework for Real-Time Trajectory Stream Clustering ↗Yunjun Gao, Ziquan Fang, Jiachen Xu et al.28 citations
  14. GPU-Based Efficient Parallel Heuristic Algorithm for High-Utility Itemset Mining in Large Transaction Datasets ↗Wei Fang, Haipeng Jiang, Hengyang Lu et al.28 citations
  15. A Clustering Framework for Unsupervised and Semi-Supervised New Intent Discovery ↗Hanlei Zhang, Hua Xu, Xin Wang et al.27 citations
  16. COPP-Miner: Top-k Contrast Order-Preserving Pattern Mining for Time Series Classification ↗Youxi Wu, Yufei Meng, Yan Li et al.27 citations
  17. Ensemble Clustering with Attentional Representation ↗Zhezheng Hao, Zhoumin Lu, Guoxu Li et al.27 citations
  18. FLUID: Towards Efficient Continuous Transaction Processing in DAG-Based Blockchains ↗Junpei Ni, Jiang Qing Xiao, Shijie Zhang et al.27 citations
  19. GNN Cleaner: Label Cleaner for Graph Structured Data ↗Jun Xia, Haitao Lin, Yongjie Xu et al.27 citations
  20. GS2-RS: A Generative Approach for Alleviating Cold start and Filter bubbles in Recommender Systems ↗Yuanbo Xu, En Wang, Yongjian Yang et al.27 citations
  21. Matching Knowledge Graphs in Entity Embedding Spaces: An Experimental Study ↗Weixin Zeng, Xiang Hui Zhao, Zhen Tan et al.27 citations
  22. Adaptive Skeleton Construction for Accurate DAG Learning ↗Xianjie Guo, Kui Yu, Lin Liu et al.26 citations
  23. Differentiable and Scalable Generative Adversarial Models for Data Imputation ↗Yangyang Wu, Jun Wang, Xiaoye Miao et al.26 citations
  24. E2S2: Encoding-Enhanced Sequence-to-Sequence Pretraining for Language Understanding and Generation ↗Qihuang Zhong, Liang Ding, Juhua Liu et al.26 citations
  25. GIaNt: Protein-Ligand Binding Affinity Prediction via Geometry-Aware Interactive Graph Neural Network ↗Shuangli Li, Jingbo Zhou, Tong Xu et al.26 citations
  26. GODDAG: Generating Origin-Destination Flow for New Cities Via Domain Adversarial Training ↗Can Rong, Jie Feng, Jingtao Ding26 citations
  27. Learning to Understand the Vague Graph for Stock Prediction With Momentum Spillovers ↗Rong Xing, Rui Cheng, Jiwen Huang et al.26 citations
  28. Spatio-Temporal Memory Augmented Multi-Level Attention Network for Traffic Prediction ↗Yan Liu, Bin Guo, Jingxiang Meng et al.26 citations
  29. Anonymous, Secure, Traceable, and Efficient Decentralized Digital Forensics ↗Meng Li, Yanzhe Shen, Guixin Ye et al.25 citations
  30. Cryptographic Primitives in Privacy-Preserving Machine Learning: A Survey ↗Hong Qin, Debiao He, Qi Feng et al.25 citations
  31. Multi-Hop Knowledge Graph Reasoning in Few-Shot Scenarios ↗Shangfei Zheng, Wei Chen, Weiqing Wang et al.25 citations
  32. Pre-Training General Trajectory Embeddings With Maximum Multi-View Entropy Coding ↗Yan Dan Lin, Huaiyu Wan, Shengnan Guo et al.25 citations
  33. Smart Contract Vulnerability Detection Based on Automated Feature Extraction and Feature Interaction ↗Lina Li, Yang Liu, Guodong Sun et al.25 citations
  34. Cost-Sensitive Learning for Medical Insurance Fraud Detection With Temporal Information ↗Haolun Shi, Mohammad A. Tayebi, Jian Pei et al.24 citations
  35. Dual Consistency-Enhanced Semi-Supervised Sentiment Analysis Towards COVID-19 Tweets ↗Teng Sun, Liqiang Jing, Yinwei Wei et al.24 citations
  36. Graph-Based Non-Sampling for Knowledge Graph Enhanced Recommendation ↗Shuang Liang, Jie Shao, Jiasheng Zhang et al.24 citations
  37. Individual and Structural Graph Information Bottlenecks for Out-of-Distribution Generalization ↗Ling Qiang Yang, Jiayi Zheng, Heyuan Wang et al.24 citations
  38. Multi-View Scholar Clustering With Dynamic Interest Tracking ↗Ang Li, Yawen Li, Yingxia Shao et al.24 citations
  39. Selective Imputation for Multivariate Time Series Datasets With Missing Values ↗Ane Blázquez-García, Kristoffer Wickstrøm, Shujian Yu et al.24 citations
  40. TERL: Two-Stage Ensemble Reinforcement Learning Paradigm for Large-Scale Decentralized Decision Making in Transportation Simulation ↗Ziyuan Gu, Xun Yang, Qi Zhang et al.24 citations
  41. Dual Structural Consistency Preserving Community Detection on Social Networks ↗Yuyao Wang, Jie Cao, Zhan Bu et al.23 citations
  42. Maximizing Mutual Information Across Feature and Topology Views for Representing Graphs ↗Xiaolong Fan, Maoguo Gong, Yue Wu et al.23 citations
  43. Pushing ML Predictions Into DBMSs ↗Matteo Paganelli, Paolo Sottovia, Kwanghyun Park et al.23 citations
  44. Robust Label and Feature Space Co-Learning for Multi-Label Classification ↗Zhifeng Liu, Chuanjing Tang, Stanley Ebhohimhen Abhadiomhen et al.23 citations
  45. Schema-Aware Hyper-Relational Knowledge Graph Embeddings for Link Prediction ↗Yuhuan Lu, Dingqi Yang, Pengyang Wang et al.23 citations
  46. Towards Multi-User, Secure, and Verifiable kNN Query in Cloud Database ↗Ningning Cui, Kang Qian, Taotao Cai et al.23 citations
  47. Accelerated Fuzzy C-Means Clustering Based on New Affinity Filtering and Membership Scaling ↗Dong Li, Shuisheng Zhou, Witold Pedrycz22 citations
  48. Clique Identification in Signed Graphs: A Balance Theory Based Model ↗Renjie Sun, Yanping Wu, Xiaoyang Wang et al.22 citations
  49. Enabling Efficient, Verifiable, and Secure Conjunctive Keyword Search in Hybrid-Storage Blockchains ↗Ningning Cui, Dong Wang, Jianxin Li et al.22 citations
  50. Filter Transfer Learning Algorithm for Missing Data Imputation in Wastewater Treatment Process ↗Honggui Han, Mengmeng Li, Junfei Qiao et al.22 citations
  51. Iterative Graph Self-Distillation ↗Hanlin Zhang, Shuai Lin, Weiyang Liu et al.22 citations
  52. Learning Informative Representation for Fairness-Aware Multivariate Time-Series Forecasting: A Group-Based Perspective ↗Hui He, Qi Zhang, Shoujin Wang et al.22 citations
  53. Partial Clustering Ensemble ↗Peng Zhou, Liang Du, Xinwang Liu et al.22 citations
  54. Predicting Human Mobility via Self-Supervised Disentanglement Learning ↗Qiang Gao, Jinyu Hong, Xovee Xu et al.22 citations
  55. Privacy-Preserving Deep Learning Based Record Linkage ↗Thilina Ranbaduge, Dinusha Vatsalan, Ming Ding22 citations
  56. Revisiting Adversarial Attacks on Graph Neural Networks for Graph Classification ↗Xin Wang, Heng Chang, Beini Xie et al.22 citations
  57. Semi-Supervised Variational User Identity Linkage via Noise-Aware Self-Learning ↗Chaozhuo Li, Senzhang Wang, Jie Xu et al.22 citations
  58. Temporal Aggregation and Propagation Graph Neural Networks for Dynamic Representation ↗Tongya Zheng, Xinchao Wang, Zunlei Feng et al.22 citations
  59. The Influence of Digital Technologies on Knowledge Management in Engineering: A Systematic Literature Review ↗Yuxin Yao, Eann A. Patterson, Richard J. Taylor22 citations
  60. Zone-Enhanced Spatio-Temporal Representation Learning for Urban POI Recommendation ↗En Wang, Yuanbo Xu, Yongjian Yang et al.22 citations
  61. Automated Graph Neural Network Search Under Federated Learning Framework ↗Chunnan Wang, Bozhou Chen, Geng Li et al.21 citations
  62. COLTR: Semi-Supervised Learning to Rank With Co-Training and Over-Parameterization for Web Search ↗Yuchen Li, Haoyi Xiong, Qingzhong Wang et al.21 citations
  63. Competition and Cooperation: Global Task Assignment in Spatial Crowdsourcing ↗Boyang Li, Yurong Cheng, Ye Yuan et al.21 citations
  64. Directed Acyclic Graph Learning on Attributed Heterogeneous Network ↗Jiaxuan Liang, Jun Wang, Guoxian Yu et al.21 citations
  65. Efficient Multiview Representation Learning With Correntropy and Anchor Graph ↗Nan Zhang, Xiaoqin Zhang, Shiliang Sun21 citations
  66. Event Extraction With Dynamic Prefix Tuning and Relevance Retrieval ↗Heyan Huang, Xiao Liu, Ge Shi et al.21 citations
  67. Feature Space Recovery for Efficient Incomplete Multi-View Clustering ↗Zhen Long, Ce Zhu, Pierre Comon et al.21 citations
  68. TDN: Triplet Distributor Network for Knowledge Graph Completion ↗Jiapu Wang, Boyue Wang, Junbin Gao et al.21 citations
  69. WAKE: A Weakly Supervised Business Process Anomaly Detection Framework via a Pre-Trained Autoencoder ↗Wei Guan, Jian Cao, Haiyan Zhao et al.21 citations
  70. Adaptive Graph Convolution Methods for Attributed Graph Clustering ↗Xiaotong Zhang, Han Liu, Qimai Li et al.20 citations
  71. Bayes-Enhanced Multi-View Attention Networks for Robust POI Recommendation ↗Jiangnan Xia, Yu Yang, Senzhang Wang et al.20 citations
  72. Global Combination and Clustering Based Differential Privacy Mixed Data Publishing ↗Lanxiang Chen, Lingfang Zeng, Yi Mu et al.20 citations
  73. Hierarchical Alignment With Polar Contrastive Learning for Next-Basket Recommendation ↗Ting-Ting Su, Chang‐Dong Wang, Wu-Dong Xi et al.20 citations
  74. Integrating Entity Attributes for Error-Aware Knowledge Graph Embedding ↗Qinggang Zhang, Junnan Dong, Qiaoyu Tan et al.20 citations
  75. MM-FRec: Multi-Modal Enhanced Fashion Item Recommendation ↗Xuemeng Song, Chun Wang, Changchang Sun et al.20 citations
  76. Reliability-Driven Local Community Search in Dynamic Networks ↗Yifu Tang, Jianxin Li, Nur Al Hasan Haldar et al.20 citations
  77. RustGraph: Robust Anomaly Detection in Dynamic Graphs by Jointly Learning Structural-Temporal Dependency ↗Jianhao Guo, Siliang Tang, Juncheng Li et al.20 citations
  78. Tackling Long-Tailed Distribution Issue in Graph Neural Networks via Normalization ↗Langzhang Liang, Zenglin Xu, Zixing Song et al.20 citations
  79. Towards Flexible and Adaptive Neural Process for Cold-Start Recommendation ↗Xixun Lin, Chuan De Zhou, Jia Xin Wu et al.20 citations
  80. Additive Feature Attribution Explainable Methods to Craft Adversarial Attacks for Text Classification and Text Regression ↗Yidong Chai, Ruicheng Liang, Sagar Samtani et al.19 citations
  81. Multi-Prototypes Convex Merging Based K-Means Clustering Algorithm ↗Dong Li, Shuisheng Zhou, Tieyong Zeng et al.19 citations
  82. Refining Codes for Locality Sensitive Hashing ↗Huawen Liu, Wenhua Zhou, Zongda Wu et al.19 citations
  83. TRustworthy Uncertainty Propagation for Sequential Time-Series Analysis in RNNs ↗Dimah Dera, Sabeen Ahmed, Nidhal C. Bouaynaya et al.19 citations
  84. A Robust Database Watermarking Scheme That Preserves Statistical Characteristics ↗Zhiwen Ren, Han Fang, Jie Zhang et al.18 citations
  85. A Robust and Generalized Framework for Adversarial Graph Embedding ↗Jianxin Li, Xingcheng Fu, Shijie Zhu et al.18 citations
  86. CT-Auth: Capacitive Touchscreen-Based Continuous Authentication on Smartphones ↗Zhihao Shen, Shun Li, Xi Zhao et al.18 citations
  87. Causal Distillation for Alleviating Performance Heterogeneity in Recommender Systems ↗Shengyu Zhang, Ziqi Jiang, Jiangchao Yao et al.18 citations
  88. Collaborative Graph Neural Networks for Attributed Network Embedding ↗Qiaoyu Tan, Xin Zhang, Xiao Xia Huang et al.18 citations
  89. Collaborative Knowledge Graph Fusion by Exploiting the Open Corpus ↗Yue Wang, Yao Wan, Lu Bai et al.18 citations
  90. Deep Tabular Data Modeling With Dual-Route Structure-Adaptive Graph Networks ↗Qinghua Zheng, Zhen Peng, Zhuohang Dang et al.18 citations
  91. DeepAltTrip: Top-K Alternative Itineraries for Trip Recommendation ↗Syed Md. Mukit Rashid, Mohammed Eunus Ali, Muhammad Aamir Cheema18 citations
  92. Efficient Location-Based Skyline Queries With Secure R-Tree Over Encrypted Data ↗Zuan Wang, Xiaofeng Ding, Junfeng Lu et al.18 citations
  93. Fairness-Aware Maximal Clique in Large Graphs: Concepts and Algorithms ↗Qi Zhang, Rong-Hua Li, Minjia Pan et al.18 citations
  94. Hierarchical Interdisciplinary Topic Detection Model for Research Proposal Classification ↗Meng Xiao, Ziyue Qiao, Yanjie Fu et al.18 citations
  95. Multi-view Fuzzy Representation Learning with Rules based Model ↗Wei Zhang, Zhaohong Deng, Te Zhang et al.18 citations
  96. PUTS: Privacy-Preserving and Utility-Enhancing Framework for Trajectory Synthesization ↗Xinyue Sun, Qingqing Ye, Haibo Hu et al.18 citations
  97. A Survey on Neural Data-to-Text Generation ↗Yupian Lin, Tong Ruan, Jingping Liu et al.17 citations
  98. An Optimal Hybrid Bi-Component Series-Parallel Structure for Time Series Forecasting ↗Zahra Hajirahimi, Mehdi Khashei17 citations
  99. Counter-Empirical Attacking Based on Adversarial Reinforcement Learning for Time-Relevant Scoring System ↗Xiangguo Sun, Hong Cheng, Hang Dong et al.17 citations
  100. Counterfactual Explainable Conversational Recommendation ↗Dianer Yu, Qian Li, Xiangmeng Wang et al.17 citations

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