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

398 papers · page 3 of 4 · the most cited first · ← IEEE Transactions on Knowledge and Data Engineering 2021

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  1. Citywide Estimation of Travel Time Distributions with Bayesian Deep Graph Learning ↗James J. Q. Yu18 citations
  2. Fast Label Enhancement for Label Distribution Learning ↗Ke Wang, Ning Xu, Miaogen Ling et al.18 citations
  3. Incorporating Price into Recommendation With Graph Convolutional Networks ↗Yu Zheng, Chen Gao, Xiangnan He et al.18 citations
  4. Interpretable Signed Link Prediction With Signed Infomax Hyperbolic Graph ↗Yadan Luo, Zi Helen Huang, Hongxu Chen et al.18 citations
  5. LDA-Reg: Knowledge Driven Regularization Using External Corpora ↗Kai Yang, Zhaojing Luo, Jinyang Gao et al.18 citations
  6. Privacy Data Propagation and Preservation in Social Media: A Real-World Case Study ↗Xiangyu Hu, Tianqing Zhu, Xuemeng Zhai et al.18 citations
  7. Privacy-Preserving Collaborative Filtering Using Fully Homomorphic Encryption ↗Seiya Jumonji, Kazuya Sakai, Min-Te Sun et al.18 citations
  8. ShieldDB: An Encrypted Document Database With Padding Countermeasures ↗Viet Vo, Xingliang Yuan, Shi-Feng Sun et al.18 citations
  9. A Generalized Framework for Preserving Both Privacy and Utility in Data Outsourcing ↗Shangyu Xie, Meisam Mohammady, Han Wang et al.17 citations
  10. A New Belief-Based Incomplete Pattern Unsupervised Classification Method ↗Zuowei Zhang, Zhe Liu, Zongfang Ma et al.17 citations
  11. Abnormal Samples Oversampling for Anomaly Detection Based on Uniform Scale Strategy and Closed Area ↗Anqi Shangguan, Guo Xie, Lingxia Mu et al.17 citations
  12. Adversarial Representation Mechanism Learning for Network Embedding ↗Dongxiao He, Tao Wang, Lu Zhai et al.17 citations
  13. Anchors-Based Incremental Embedding for Growing Knowledge Graphs ↗Lijun Dong, Dongyang Zhao, Zhang Xiao-ai et al.17 citations
  14. BANDAR: Benchmarking Snippet Generation Algorithms for (RDF) Dataset Search ↗Xiaxia Wang, Gong Cheng, Jeff Z. Pan et al.17 citations
  15. Binarized Embeddings for Fast, Space-Efficient Knowledge Graph Completion ↗Katsuhiko Hayashi, Koki Kishimoto, Masashi Shimbo17 citations
  16. Classification in Dynamic Data Streams With a Scarcity of Labels ↗Conor Fahy, Shengxiang Yang, Mario Góngora17 citations
  17. Dimensionality Reduction for Categorical Data ↗Debajyoti Bera, Rameshwar Pratap, Bhisham Dev Verma17 citations
  18. Generative Evolutionary Anomaly Detection in Dynamic Networks ↗Pengfei Jiao, Tianpeng Li, Yingjie Xie et al.17 citations
  19. Meta-reweighted Regularization for Unsupervised Domain Adaptation ↗Shuang Li, Wenxuan Ma, Jinming Zhang et al.17 citations
  20. A Noise-aware Method with Type Constraint Pattern for Neural Relation Extraction ↗Jianfeng Qu, Wen Hua, Dantong Ouyang et al.16 citations
  21. A-MCTS: Adaptive Monte Carlo Tree Search for Temporal Path Discovery ↗Pengfei Ding, Guanfeng Liu, Yan Wang et al.16 citations
  22. Exploiting Category-Level Multiple Characteristics for POI Recommendation ↗Zheng Dong, Xiangwu Meng, Yujie Zhang16 citations
  23. Inferring Origin-Destination Flows from Population Distribution ↗Can Rong, Tong Li, Jie Feng et al.16 citations
  24. LuxGeo: Efficient and Secure Enhanced Geometric Range Queries ↗Ruoyang Guo, Bo Qin, Yuncheng Wu et al.16 citations
  25. MOLER: Incorporate Molecule-Level Reward to Enhance Deep Generative Model for Molecule Optimization ↗Tianfan Fu, Cao Xiao, Lucas M. Glass et al.16 citations
  26. Merging Web Tables for Relation Extraction with Knowledge Graphs ↗Jhomara Luzuriaga, Emir Muñoz, Henry Rosales-Méndez et al.16 citations
  27. Persuade to Click: Context-aware Persuasion Model for Online Textual Advertisement ↗Yuan Yuan, Fengli Xu, Hancheng Cao et al.16 citations
  28. SamWalker++: recommendation with informative sampling strategy ↗Can Wang, Jiawei Chen, Sheng Zhou et al.16 citations
  29. 2-hop+ Sampling: Efficient and Effective Influence Estimation ↗Yuqing Zhu, Jing Tang, Xueyan Tang et al.15 citations
  30. Discovering Significant Communities on Bipartite Graphs: An Index-based Approach ↗Kai Wang, Wenjie Zhang, Ying Zhang et al.15 citations
  31. Discovering and Analyzing Contextual Behavioral Patterns From Event Logs ↗Mehdi Acheli, Daniela Grigori, Matthias Weidlich15 citations
  32. Finding Critical Users in Social Communities via Graph Convolutions ↗Kangfei Zhao, Zhiwei Zhang, Yu Rong et al.15 citations
  33. Hierarchical Representation Learning for Attributed Networks ↗Shu Guo Zhao, Ziwei Du, Jie Chen et al.15 citations
  34. Modeling the Impact of Person-Organization Fit on Talent Management with Structure-Aware Attentive Neural Networks ↗Ying Qiu Sun, Fuzhen Zhuang, Hengshu Zhu et al.15 citations
  35. Multivariate Correlation Matrix-Based Deep Learning Model With Enhanced Heuristic Optimization for Short-Term Traffic Forecasting ↗Shuai Zhang, Kun Ning Zhu, Wenyu Zhang15 citations
  36. SwapKV: A Hotness Aware In-memory Key-Value Store for Hybrid Memory Systems ↗Lixiao Cui, Kewen He, Yusen Li et al.15 citations
  37. Towards Robust Knowledge Graph Embedding via Multi-Task Reinforcement Learning ↗Zhao Zhang, Fuzhen Zhuang, Hengshu Zhu et al.15 citations
  38. A Dual-Store Structure for Knowledge Graphs ↗Zhixin Qi, Hongzhi Wang, Haoran Zhang14 citations
  39. Beyond Similarity: Relation-based Collaborative Filtering ↗Guannan Liu, Liang Zhang, Junjie Wu14 citations
  40. Composite Neural Network: Theory and Application to PM2.5 Prediction ↗Ming-Chuan Yang, Meng Chang Chen14 citations
  41. LASH: Large-scale Academic Deep Semantic Hashing ↗Jia-Nan Guo, Xian-Ling Mao, Tian Lan et al.14 citations
  42. Modeling Spatial Nonstationarity via Deformable Convolutions for Deep Traffic Flow Prediction ↗Wei Zeng, Chengqiao Lin, Kang Liu et al.14 citations
  43. Multi-hop Reasoning Question Generation and Its Application ↗Jianxing Yu, Qinliang Su, Xiaojun Quan et al.14 citations
  44. Neighbor-Anchoring Adversarial Graph Neural Networks ↗Zemin Liu, Yuan Fang, Yong Liu et al.14 citations
  45. SOUP: Spatial-Temporal Demand Forecasting and Competitive Supply ↗Bolong Zheng, Qi Zhou Hu, Lingfeng Ming et al.14 citations
  46. Secure Your Ride: Real-time Matching Success Rate Prediction for Passenger-Driver Pairs ↗Yuandong Wang, Hongzhi Yin, Lian Wu et al.14 citations
  47. Similar Sports Play Retrieval With Deep Reinforcement Learning ↗Zheng Wang, Cheng Long, Gao Cong14 citations
  48. Unsupervised Optimized Bipartite Graph Embedding ↗Jianyong Zhu, Li-hong Tao, Hui Yang et al.14 citations
  49. Urban Traffic Light Control via Active Multi-Agent Communication and Supply-Demand Modeling ↗Xin Guo, Zhengxu Yu, Pengfei Wang et al.14 citations
  50. A Provable Splitting Approach for Symmetric Nonnegative Matrix Factorization ↗Li Xiao, Zhihui Zhu, Qiuwei Li et al.13 citations
  51. An Effective Clustering Optimization Method for Unsupervised Linear Discriminant Analysis ↗Quan Wang, Fei Wang, Fuji Ren et al.13 citations
  52. Competitive Relationship Prediction for Points of Interest: A Neural Graphlet Based Approach ↗Jingbo Zhou, Tao Huang, Shuangli Li et al.13 citations
  53. DeepBlue: Bi-Layered LSTM for Tweet popUlarity Estimation ↗Zhongbao Zhang, Zichang Yin, Jian Wen et al.13 citations
  54. Discovering Categorical Main and Interaction Effects Based on Association Rule Mining ↗Qiuqiang Lin, Chuanhou Gao13 citations
  55. Filling Delivery Time Automatically Based on Couriers' Trajectories ↗Sijie Ruan, Xi Fu, Cheng Long et al.13 citations
  56. GCN for HIN via Implicit Utilization of Attention and Meta-Paths ↗Di Jin, Zhizhi Yu, Dongxiao He et al.13 citations
  57. Graph-driven Federated Data Management ↗Sergi Nadal, Alberto Abelló, Oscar Romero et al.13 citations
  58. Large-Scale Interactive Recommendation With Tree-Structured Reinforcement Learning ↗Haokun Chen, Chenxu Zhu, Ruiming Tang et al.13 citations
  59. RatioRF: a novel measure for Random Forest clustering based on the Tversky's Ratio model ↗Manuele Bicego, Ferdinando Cicalese, Antonella Mensi13 citations
  60. Semi-Supervised Learning With Label Proportion ↗Ningzhao Sun, Tingjin Luo, Wenzhang Zhuge et al.13 citations
  61. Tax Evasion Detection with FBNE-PU Algorithm Based on PnCGCN and PU Learning ↗Yuda Gao, Bin Shi, Bo Dong et al.13 citations
  62. A Novel Probabilistic Label Enhancement Algorithm for Multi-Label Distribution Learning ↗Chao Tan, Sheng Chen, Genlin Ji et al.12 citations
  63. Cost-Aware and Distance-Constrained Collective Spatial Keyword Query ↗Harry Kai-Ho Chan, Shengxin Liu, Cheng Long et al.12 citations
  64. Data Anonymization With Diversity Constraints ↗Mostafa Milani, Yu Huang, Fei Chiang12 citations
  65. Domain-specific Topic Model for Knowledge Discovery in Computational and Data-Intensive Scientific Communities ↗Yuanxun Zhang, Prasad P. Calyam, Trupti Joshi et al.12 citations
  66. Dynamic Transformation of Prior Knowledge Into Bayesian Models for Data Streams ↗Tran Xuan Bach, Đức Anh Nguyễn, Linh Ngo Van et al.12 citations
  67. Efficient Top-k Matching for Publish/Subscribe Ride Hitching ↗Yafei Li, Hongyan Gu, Rui Chen et al.12 citations
  68. Isolation Distributional Kernel A New Tool for Point & Group Anomaly Detection ↗Kai Ming Ting, Bi-Cun Xu, Takashi Washio et al.12 citations
  69. Modeling Co-evolution of Attributed and Structural Information in Graph Sequence ↗Daheng Wang, Zhihan Zhang, Yihong Ma et al.12 citations
  70. NetRL: Task-aware Network Denoising via Deep Reinforcement Learning ↗Jiarong Xu, Yang Yang, Shiliang Pu et al.12 citations
  71. Possibilistic Data Cleaning ↗Henning Köehler, Sebastian Link12 citations
  72. The Mining of Urban Hotspots Based on Multi-source Location Data Fusion ↗Li Cai, Haoyu Wang, Cong Sha et al.12 citations
  73. Time-capturing Dynamic Graph Embedding for Temporal Linkage Evolution ↗Yu Yang, Jiannong Cao, Miloš Stojmenović et al.12 citations
  74. Walking With Attention: Self-Guided Walking for Heterogeneous Graph Embedding ↗Yunzhi Hao, Xinchao Wang, Xingen Wang et al.12 citations
  75. Analysis of Authorization Constraints via Integer Linear Programming ↗Benyuan Yang, Hesuan Hu11 citations
  76. Core Decomposition on Uncertain Graphs Revisited ↗Qiangqiang Dai, Rong-Hua Li, Guoren Wang et al.11 citations
  77. Decoupled Representation Learning for Attributed Networks ↗Hao Wang, Defu Lian, Hanghang Tong et al.11 citations
  78. Distribution Prediction for Reconfiguring Urban Dockless E-Scooter Sharing Systems ↗Suining He, Kang Geun Shin11 citations
  79. Maximizing the Spread of Effective Information in Social Networks ↗Haonan Zhang, Luoyi Fu, Jiaxin Ding et al.11 citations
  80. Multiple Receding Imputation of Time Series Based on Similar Conditions Screening ↗Yang Hu, Ze Yang, Wenchang Hou11 citations
  81. T-SQL: A Lightweight Implementation to Enable Built-in Temporal Support in MVCC-based RDBMSs ↗Zhanhao Zhao, Wei Lü, Hongyao Zhao et al.11 citations
  82. Towards Indoor Temporal-variation aware Shortest Path Query ↗Tiantian Liu, Zijin Feng, Huan Li et al.11 citations
  83. Unsupervised dimensionality reduction based on fusing multiple clustering results ↗Wei Wei, Qin Yue, Kai Feng et al.11 citations
  84. When Convolutional Network Meets Temporal Heterogeneous Graphs: An Effective Community Detection Method ↗Yaping Zheng, Xiaofeng Zhang, Shiyi Chen et al.11 citations
  85. A Branch Elimination-based Efficient Algorithm for Large-scale Multiple Longest Common Subsequence Problem ↗Shiwei Wei, Yuping Wang, Yiu‐ming Cheung10 citations
  86. A Unified Generative Adversarial Learning Framework for Improvement of Skip-Gram Network Representation Learning Methods ↗Peng Wu, Conghui Zheng, Li Pan10 citations
  87. Active Learning for Knowledge Graph Schema Expansion ↗Seungmin Seo, Byungkook Oh, Eunju Jo et al.10 citations
  88. Automated Unsupervised Graph Representation Learning ↗Zhenyu Hou, Yukuo Cen, Yuxiao Dong et al.10 citations
  89. Community-aware Social Recommendation: A Unified SCSVD Framework ↗Jiewen Guan, Xin Sunny Huang, Bilian Chen10 citations
  90. Cross-Temporal Snapshot Alignment for Dynamic Networks ↗Shangsong Liang, Shaowei Tang, Zaiqiao Meng et al.10 citations
  91. Crowd-Sensing Enhanced Parking Patrol Using Sharing Bikes’ Trajectories ↗Tianfu He, Jie Bao, Yexin Li et al.10 citations
  92. DeepFlowGen: Intention-Aware Fine Grained Crowd Flow Generation via Deep Neural Networks ↗Erzhuo Shao, Huandong Wang, Jie Feng et al.10 citations
  93. Dual Adversarial Variational Embedding for Robust Recommendation ↗Qiaomin Yi, Ning Yang, Philip S. Yu10 citations
  94. Practical High-Order Entropy-Compressed Text Self-Indexing ↗Hongwei Huo, Long Peng, Jeffrey Scott Vitter10 citations
  95. Asynchronous Parallel, Sparse Approximated SVRG for High-Dimensional Machine Learning ↗Fanhua Shang, Hua Huang, Jun Fan et al.9 citations
  96. Centralized Routing for Bike-sharing Systems ↗Libin Zheng, Lei Chen, Cyrus Shahabi9 citations
  97. Constrained Generative Adversarial Learning for Dimensionality Reduction ↗Ehsan Hallaji, Maryam Farajzadeh-Zanjani, Roozbeh Razavi‐Far et al.9 citations
  98. How Context or Knowledge Can Benefit Healthcare Question Answering ↗Xiaoli Wang, Feng Luo, Qingfeng Wu et al.9 citations
  99. MRT: Tracing the Evolution of Scientific Publications ↗Da Yin, Weng Tam, Ming Ding et al.9 citations
  100. ScaleG: A Distributed Disk-based System for Vertex-centric Graph Processing ↗Xubo Wang, Dong Wen, Lu Qin et al.9 citations

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