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IEEE Transactions on Knowledge and Data Engineering 2021: all accepted papers

398 papers · page 2 of 4 · the most cited first · ← IEEE Transactions on Knowledge and Data Engineering 2021

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  1. Binary Label Learning for Semi-supervised Feature Selection ↗Dan Shi, Lei Zhu, Jingjing Li et al.40 citations
  2. CFFNN: Cross Feature Fusion Neural Network for Collaborative Filtering ↗Ruiyun Yu, Dezhi Ye, Zhihong Wang et al.40 citations
  3. Robust principal component analysis based on discriminant information ↗Yunlong Gao, Tingting Lin, Yisong Zhang et al.40 citations
  4. Cross-platform Item Recommendation for Online Social E-Commerce ↗Chen Gao, Tzu-Heng Lin, Nian Li et al.39 citations
  5. Dynamic Auto-Structuring Graph Neural Network: A Joint Learning Framework for Origin-Destination Demand Prediction ↗Dapeng Zhang, Feng Xiao39 citations
  6. Learning Adaptive Embedding Considering Incremental Class ↗Yang Yang, Zhen-Qiang Sun, Hengshu Zhu et al.39 citations
  7. Temporal Network Motifs: Models, Limitations, Evaluation ↗Penghang Liu, Valerio Guarrasi, Ahmet Erdem Sarıyüce39 citations
  8. FedDSR: Daily Schedule Recommendation in a Federated Deep Reinforcement Learning Framework ↗Wei Xiao Huang, Jia Liu, Tianrui Li et al.38 citations
  9. Multi-modal Discrete Collaborative Filtering for Efficient Cold-start Recommendation ↗Xu Yang, Lei Zhu, Zhiyong Cheng et al.38 citations
  10. Topic Modeling of Short Texts: A Pseudo-Document View with Word Embedding Enhancement ↗Yuan Zuo, Congrui Li, Hao Lin et al.38 citations
  11. Robust Fuzzy K-Means Clustering With Shrunk Patterns Learning ↗Xiaowei Zhao, Feiping Nie, Rong Wang et al.37 citations
  12. Efficient Top-k Vulnerable Nodes Detection in Uncertain Graphs ↗Dawei Cheng, Chen Chen, Xiaoyang Wang et al.36 citations
  13. Time2Graph+: Bridging Time Series and Graph Representation Learning via Multiple Attentions ↗Ziqiang Cheng, Yang Yang, Shuo Jiang et al.36 citations
  14. Adaptive Hypergraph Auto-Encoder for Relational Data Clustering ↗Youpeng Hu, Xunkai Li, Yujie Wang et al.35 citations
  15. Fast optimization of spectral embedding and improved spectral rotation ↗Zhen Wang, Xiangfeng Dai, Peican Zhu et al.35 citations
  16. Multi-Dimensional Classification via Decomposed Label Encoding ↗Bin-Bin Jia, Min-Ling Zhang35 citations
  17. Temporal Link Prediction with Motifs for Social Networks ↗Zhenyu Qiu, Jia Wu, Wenbin Hu et al.35 citations
  18. : Hybrid Associations Models for Sequential Recommendation ↗Bo Peng, Zhiyun Ren, Srinivasan Parthasarathy et al.34 citations
  19. Decision Tree for Sequences ↗Zengyou He, Ziyao Wu, Guangyao Xu et al.34 citations
  20. Exploring the Generalizability of Spatio-Temporal Traffic Prediction: Meta-Modeling and an Analytic Framework ↗Leye Wang, Di Chai, Xuanzhe Liu et al.34 citations
  21. Incorporating Link Prediction into Multi-Relational Item Graph Modeling for Session-based Recommendation ↗Wen Wang, Wei Zhang, Shukai Liu et al.34 citations
  22. Sequence Labeling with Meta-Learning ↗Jing Li, Peng Han, Xiangnan Ren et al.34 citations
  23. Lasagne: A Multi-Layer Graph Convolutional Network Framework via Node-aware Deep Architecture ↗Xupeng Miao, Wentao Zhang, Yingxia Shao et al.33 citations
  24. Link Prediction on N-ary Relational Data Based on Relatedness Evaluation ↗Saiping Guan, Xiaolong Jin, Jiafeng Guo et al.33 citations
  25. Pre-Training Time-Aware Location Embeddings from Spatial-Temporal Trajectories ↗Huaiyu Wan, Yan Dan Lin, Shengnan Guo et al.33 citations
  26. Spark Rough Hypercuboid Approach for Scalable Feature Selection ↗Chuan Luo, Sizhao Wang, Tianrui Li et al.33 citations
  27. TrajMesa: A Distributed NoSQL-Based Trajectory Data Management System ↗Ruiyuan Li, Huajun He, Rubin Wang et al.33 citations
  28. Discrete Robust Matrix Factorization Hashing for Large-Scale Cross-Media Retrieval ↗Tao Yao, Yiru Li, Weili Guan et al.32 citations
  29. Discriminative Feature Mining Based on Frequency Information and Metric Learning for Face Forgery Detection ↗Jiaming Li, Hongtao Xie, Lingyun Yu et al.32 citations
  30. Learning Relation Prototype from Unlabeled Texts for Long-tail Relation Extraction ↗Yixin Cao, Jun Kuang, Ming Gao et al.32 citations
  31. Publishing Graphs Under Node Differential Privacy ↗Xun Jian, Yue Wang, Lei Chen32 citations
  32. User-specific Adaptive Fine-tuning for Cross-domain Recommendations ↗Lei Chen, Fajie Yuan, Jiaxi Yang et al.32 citations
  33. Anomaly Rule Detection in Sequence Data ↗Wensheng Gan, Lili Chen, Shicheng Wan et al.31 citations
  34. CatGCN: Graph Convolutional Networks With Categorical Node Features ↗Weijian Chen, Fuli Feng, Qifan Wang et al.31 citations
  35. Edge Manipulation Approaches for K-core Minimization: Metrics and Analytics ↗Chen Chen, Qiuyu Zhu, Renjie Sun et al.31 citations
  36. Interactive Reinforcement Learning for Feature Selection with Decision Tree in the Loop ↗Wei Fan, Kunpeng Liu, Hao Liu et al.31 citations
  37. Propagation Enhanced Neural Message Passing for Graph Representation Learning ↗Xiaolong Fan, Maoguo Gong, Yue Wu et al.31 citations
  38. Hierarchical Adaptive Pooling by Capturing High-Order Dependency for Graph Representation Learning ↗Ning Liu, Songlei Jian, Dongsheng Li et al.30 citations
  39. Label distribution learning by maintaining label ranking relation ↗Xiuyi Jia, Xiaoxia Shen, Weiwei Li et al.30 citations
  40. Self-Propagation Graph Neural Network for Recommendation ↗Wenhui Yu, Xiao Lin, Jinfei Liu et al.30 citations
  41. Efficient Approximate Range Aggregation over Large-scale Spatial Data Federation ↗Yexuan Shi, Yongxin Tong, Yuxiang Zeng et al.29 citations
  42. Learning From Incomplete and Inaccurate Supervision ↗Zhenyu Zhang, Peng Zhao, Yuan Ying Jiang et al.29 citations
  43. Learning to Solve Task-Optimized Group Search for Social Internet of Things ↗Chen-Hsu Yang, Hong-Han Shuai, Chih-Ya Shen et al.29 citations
  44. Understanding WeChat User Preferences and “Wow” Diffusion ↗Fanjin Zhang, Jie Tang, Xueyi Liu et al.29 citations
  45. An Online Offline Framework for Anomaly Scoring and Detecting New Traffic in Network Streams ↗Murugaraj Odiathevar, Winston K.G. Seah, Marcus R. Frean et al.28 citations
  46. BisSiam: Bispectrum Siamese Network Based Contrastive Learning for UAV Anomaly Detection ↗Taotao Li, Zhen Hong, Qianming Cai et al.28 citations
  47. Block-Diagonal Guided Symmetric Nonnegative Matrix Factorization ↗Yalan Qin, Guorui Feng, Yanli Ren et al.28 citations
  48. Comparing Alternative Route Planning Techniques: A Comparative User Study on Melbourne, Dhaka and Copenhagen Road Networks ↗Lingxiao Li, Muhammad Aamir Cheema, Hua Cai Lu et al.28 citations
  49. Heterogeneous Information Network Embedding with Adversarial Disentangler ↗Ruijia Wang, Chuan Shi, Tianyu Zhao et al.28 citations
  50. Region Attention Enhanced Unsupervised Cross-Domain Facial Emotion Recognition ↗Yanli Ji, Yuhan Hu, Yang Yang et al.28 citations
  51. SCPM-CR: A Novel Method for Spatial Co-Location Pattern Mining With Coupling Relation Consideration ↗Peizhong Yang, Lizhen Wang, Xiaoxuan Wang et al.28 citations
  52. Federated Adaptive Asynchronous Clustering Algorithm for Wireless Mesh Networks ↗Cheng Qiao, Kenneth N. Brown, Fan Zhang et al.27 citations
  53. Network Alignment with Holistic Embeddings ↗Thanh Trung Huynh, Chi Thang Duong, Thành Tâm Nguyên et al.27 citations
  54. Periodic Weather-Aware LSTM With Event Mechanism for Parking Behavior Prediction ↗Feng Zhang, Yani Liu, Ningxuan Feng et al.27 citations
  55. Approximately Counting Butterflies in Large Bipartite Graph Streams ↗Rundong Li, Pinghui Wang, Peng Jia et al.26 citations
  56. Attentive Representation Learning With Adversarial Training for Short Text Clustering ↗Wei Zhang, Chao Dong, Jianhua Yin et al.26 citations
  57. Deep Bayesian Active Learning for Learning to Rank: A Case Study in Answer Selection ↗Qunbo Wang, Wenjun Wu, Yuxing Qi et al.26 citations
  58. Efficient Influential Community Search in Large Uncertain Graphs ↗Wensheng Luo, Xu Zhou, Keqin Li et al.26 citations
  59. Maximum Signed Θ-Clique Identification in Large Signed Graphs ↗Chen Chen, Yanping Wu, Renjie Sun et al.26 citations
  60. Modeling Dynamic User Preference via Dictionary Learning for Sequential Recommendation ↗Chao Chen, Dongsheng Li, Junchi Yan et al.26 citations
  61. Quantum Circuit Learning with Parameterized Boson Sampling ↗Jinjing Shi, Yongze Tang, Yuhu Lu et al.26 citations
  62. A Robust Linear Regression Feature Selection Method for Data Sets with Unknown Noise ↗Yaqing Guo, Wenjian Wang, Xuejun Wang25 citations
  63. Elementary Subgraph Features for Link Prediction With Neural Networks ↗Zhihong Fang, Shaolin Tan, Yaonan Wang et al.25 citations
  64. On Efficient Large Maximal Biplex Discovery ↗Kaiqiang Yu, Cheng Long, P Deepak et al.25 citations
  65. Point-of-Interest Recommendation for Users-Businesses With Uncertain Check-ins ↗Zhu Sun, Chen Li, Yu Lei et al.25 citations
  66. Robust Local Preserving and Global Aligning Network for Adversarial Domain Adaptation ↗Wenwen Qiang, Jiangmeng Li, Changwen Zheng et al.25 citations
  67. Transferable Feature Selection for Unsupervised Domain Adaptation ↗Yuguang Yan, Hanrui Wu, Yuzhong Ye et al.25 citations
  68. Concept Drift-Based Runtime Reliability Anomaly Detection for Edge Services Adaptation ↗Lei Wang, Shuhan Chen, Qiang He24 citations
  69. Corporate Relative Valuation using Heterogeneous Multi-Modal Graph Neural Network ↗Yang Yang, Jia‐Qi Yang, Ran Bao et al.24 citations
  70. Deep Metric Learning for K Nearest Neighbor Classication ↗Tingting Liao, Zhen Lei, Tianqing Zhu et al.24 citations
  71. Learning Causal Representations for Robust Domain Adaptation ↗Shuai Yang, Kui Yu, Fuyuan Cao et al.24 citations
  72. Utility-Preserving Privacy Protection of Textual Documents via Word Embeddings ↗Fadi Hassan, David Sánchez, Josep Domingo‐Ferrer24 citations
  73. CollaborEM: A Self-Supervised Entity Matching Framework Using Multi-Features Collaboration ↗Congcong Ge, Pengfei Wang, Lu Chen et al.23 citations
  74. Imitation Learning of Neural Spatio-Temporal Point Processes ↗Shixiang Zhu, Shuang Li, Zhigang Peng et al.23 citations
  75. Joint Gated Co-attention Based Multi-modal Networks for Subregion House Price Prediction ↗Pengkun Wang, Chuancai Ge, Zhengyang Zhou et al.23 citations
  76. Model Reuse With Reduced Kernel Mean Embedding Specification ↗Xi-Zhu Wu, Wenkai Xu, Song Liu et al.23 citations
  77. Negatively Correlated Noisy Learners for At-risk User Detection on Social Networks: A Study on Depression, Anorexia, Self-harm and Suicide ↗Waleed Ragheb, Jérôme Azé, Sandra Bringay et al.23 citations
  78. NetFense: Adversarial Defenses against Privacy Attacks on Neural Networks for Graph Data ↗I-Chung Hsieh, Cheng–Te Li23 citations
  79. What is my Problem Identifying Formal Tasks and Metrics in Data Mining on the Basis of Measurement Theory ↗Enrique Amigó, Julio A. Gonzalo, Stefano Mizzaro23 citations
  80. Contrastive Graph Representations for Logical Formulas Embedding ↗Qika Lin, Jun Liu, Lingling Zhang et al.22 citations
  81. Data Level Privacy Preserving: A Stochastic Perturbation Approach Based on Differential Privacy ↗Chuan Ma, Long Yuan, Li Han et al.22 citations
  82. Enhancing Time Series Predictors with Generalized Extreme Value Loss ↗Mi Zhang, Daizong Ding, Xudong Pan et al.22 citations
  83. Graph-Convolved Factorization Machines for Personalized Recommendation ↗Yongsen Zheng, Pengxu Wei, Ziliang Chen et al.22 citations
  84. Privacy-Preserving Multi-Granular Federated Neural Architecture Search A General Framework ↗Zijie Pan, Li Hu, Weixuan Tang et al.22 citations
  85. AIM: Automatic Interaction Machine for Click-Through Rate Prediction ↗Chenxu Zhu, Bo Chen, Weinan Zhang et al.21 citations
  86. CPiX: Real-Time Analytics Over Out-of-Order Data Streams by Incremental Sliding-Window Aggregation ↗Savong Bou, Hiroyuki Kitagawa, Toshiyuki Amagasa21 citations
  87. Embedding Disentanglement in Graph Convolutional Networks for Recommendation ↗Tianyu Zhu, Leilei Sun, Guoqing Chen21 citations
  88. Knowledge Graph Completion by Jointly Learning Structural Features and Soft Logical Rules ↗Weidong Li, Rong Peng, Zhi Li21 citations
  89. Learning Dynamic User Interest Sequence in Knowledge Graphs for Click-Through Rate Prediction ↗Youru Li, Xiaobo Guo, Wenfang Lin et al.21 citations
  90. RobustECD: Enhancement of Network Structure for Robust Community Detection ↗Jiajun Zhou, Zhi Chen, Min Du et al.21 citations
  91. AliExpress Learning-To-Rank: Maximizing Online Model Performance without Going Online ↗Guangda Huzhang, Zhen-Jia Pang, Yongqing Gao et al.20 citations
  92. Higher-Order Truss Decomposition in Graphs ↗Zi Chen, Long Yuan, Li Han et al.20 citations
  93. Prediction of Treatment Medicines With Dual Adaptive Sequential Networks ↗Yang An, Liang Zhang, Haoyu Yang et al.20 citations
  94. Context-Aware and Time-Aware Attention-Based Model for Disease Risk Prediction With Interpretability ↗Xianli Zhang, Buyue Qian, Yang Li et al.19 citations
  95. Efficient Oblivious Query Processing for Range and kNN Queries ↗Zhao Chang, Dong Xie, Feifei Li et al.19 citations
  96. Electroencephalogram Signal Clustering With Convex Cooperative Games ↗Chenglong Dai, Jia Xin Wu, Dechang Pi et al.19 citations
  97. GPSC: A Grid-Based Privacy-Reserving Framework for Online Spatial Crowdsourcing ↗Haoda Li, Qiyang Song, Guoliang Li et al.19 citations
  98. Knowledge Graph Embedding by Double Limit Scoring Loss ↗Xiaofei Zhou, Lingfeng Niu, Qiannan Zhu et al.19 citations
  99. Label Enhancement by Maintaining Positive and Negative Label Relation ↗Xiuyi Jia, Yunan Lu, Fangwen Zhang19 citations
  100. An Unsupervised Bayesian Neural Network for Truth Discovery in Social Networks ↗Jielong Yang, Wee Peng Tay18 citations

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