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title: "IEEE Transactions on Knowledge and Data Engineering 2021 —"
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# IEEE Transactions on Knowledge and Data Engineering 2021: all accepted papers

398 papers · page 4 of 4 · the most cited first · [← IEEE Transactions on Knowledge and Data Engineering 2021](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-knowledge-and-data-engineering/2021/)

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301. **[Self-Supervised Graph Representation Learning via Topology Transformations ↗](https://doi.org/10.1109/tkde.2021.3133439)**Xiang Gao, Wei Hu, Guo-Jun Qi*9 citations*
302. **[A Distributed Integrated Feature Selection Scheme for Column Subset Selection ↗](https://doi.org/10.1109/tkde.2021.3108146)**Zheng Xiao, Pengcheng Wei, Anthony Theodore Chronopoulos et al.*8 citations*
303. **[Adaptive Spectral Rotation via Joint Cluster and Pairwise Structure ↗](https://doi.org/10.1109/tkde.2021.3076521)**Tong Wu, Rui Zhang, Ziheng Jiao et al.*8 citations*
304. **[Adversarial Attacks on Multi-Network Mining: Problem Definition and Fast Solutions ↗](https://doi.org/10.1109/tkde.2021.3078634)**Qinghai Zhou, Liangyue Li, Nan Cao et al.*8 citations*
305. **[ChartNavigator: An Interactive Pattern Identification and Annotation Framework for Charts ↗](https://doi.org/10.1109/tkde.2021.3094236)**Tianye Zhang, Haozhe Feng, Wei Chen et al.*8 citations*
306. **[Cluster Purging: Efficient Outlier Detection based on Rate-Distortion Theory ↗](https://doi.org/10.1109/tkde.2021.3103571)**Maximilian Toller, Bernhard Claus Geiger, Roman Kern*8 citations*
307. **[Dynamic Set Similarity Join: An Update Log Based Approach ↗](https://doi.org/10.1109/tkde.2021.3126631)**Chengcheng Yang, Lisi Chen, Hao Wang et al.*8 citations*
308. **[Efficient and Effective Multi-Modal Queries Through Heterogeneous Network Embedding ↗](https://doi.org/10.1109/tkde.2021.3052871)**Chi Thang Duong, Quoc Viet Hung Nguyen, Hongzhi Yin et al.*8 citations*
309. **[Enhanced Bayesian Factorization With Variant Scale Partitioning for Multivariate Time Series Analysis ↗](https://doi.org/10.1109/tkde.2021.3128770)**Yunbo Tang, Dan Chen, Yiping Zuo et al.*8 citations*
310. **[Enhancing Potential Re-Finding in Personalized Search With Hierarchical Memory Networks ↗](https://doi.org/10.1109/tkde.2021.3126066)**Yujia Zhou, Zhicheng Dou, Ji-Rong Wen*8 citations*
311. **[Gas-Theft Suspect Detection Among Boiler Room Users: A Data-Driven Approach ↗](https://doi.org/10.1109/tkde.2021.3062707)**Xiuwen Yi, Xiaodu Yang, Yanyong Huang et al.*8 citations*
312. **[Knowledge Graph for China's Genealogy ↗](https://doi.org/10.1109/tkde.2021.3073745)**Xindong Wu, Tingting Jiang, Yi Qing Zhu et al.*8 citations*
313. **[Multi-Relational Data Characterization by Tensors: Perturbation Analysis ↗](https://doi.org/10.1109/tkde.2021.3087671)**Shih Yu Chang, Hsiao‐Chun Wu*8 citations*
314. **[Ranking-Based Implicit Regularization for One-Class Collaborative Filtering ↗](https://doi.org/10.1109/tkde.2021.3069057)**Defu Lian, Jin Chen, Kai Zheng et al.*8 citations*
315. **[Towards Improving Embedding Based Models of Social Network Alignment via Pseudo Anchors ↗](https://doi.org/10.1109/tkde.2021.3127585)**Zihan Yan, Li Liu, Xin Li et al.*8 citations*
316. **[When is Early Classification of Time Series Meaningful ↗](https://doi.org/10.1109/tkde.2021.3108580)**Renjie Wu, Audrey Der, Eamonn Keogh*8 citations*
317. **[A ranking based multi-view learning method for positive and unlabeled graph classification ↗](https://doi.org/10.1109/tkde.2021.3119626)**Bo Liu, Zhiyong Che, Haowen Zhong et al.*7 citations*
318. **[Dynamic allocation optimization in A/B tests using classification-based preprocessing ↗](https://doi.org/10.1109/tkde.2021.3076025)**Emmanuelle Claeys, Pierre Gançarski, Myriam Maumy‐Bertrand et al.*7 citations*
319. **[Event Detection With Dynamic Word-Trigger-Argument Graph Neural Networks ↗](https://doi.org/10.1109/tkde.2021.3132956)**Yilin Zhang, Ziran Li, Zhiyuan Liu et al.*7 citations*
320. **[Fast Reachability Queries Answering based on RCN Reduction ↗](https://doi.org/10.1109/tkde.2021.3108433)**Junfeng Zhou, Jeffrey Xu Yu, Yaxian Qiu et al.*7 citations*
321. **[Graph Algorithms with Partition Transparency ↗](https://doi.org/10.1109/tkde.2021.3097998)**Wenfei Fan, Muyang Liu, Ping Lü et al.*7 citations*
322. **[On Social Network De-Anonymization With Communities: A Maximum A Posteriori Perspective ↗](https://doi.org/10.1109/tkde.2021.3124559)**Jiapeng Zhang, Shan Qu, Qi Lecky Li et al.*7 citations*
323. **[Scalable Identity-Oriented Speech Retrieval ↗](https://doi.org/10.1109/tkde.2021.3127520)**Chaotao Chen, Di Jiang, Jinhua Peng et al.*7 citations*
324. **[Set-aware Entity Synonym Discovery with Flexible Receptive Fields ↗](https://doi.org/10.1109/tkde.2021.3087532)**Shichao Pei, Lu Yu, Xiangliang Zhang*7 citations*
325. **[Skyline Group Queries in Large Road-social Networks Revisited ↗](https://doi.org/10.1109/tkde.2021.3111868)**Qiyan Li, Yuanyuan Zhu, Junhao Ye et al.*7 citations*
326. **[Toward Tweet Entity Linking With Heterogeneous Information Networks ↗](https://doi.org/10.1109/tkde.2021.3068093)**Wei Shen, Yuwei Yin, Yang Yang et al.*7 citations*
327. **[Efficient Decomposition Selection for Multi-class Classification ↗](https://doi.org/10.1109/tkde.2021.3130239)**Yawen Chen, Zeyi Wen, Bingsheng He et al.*6 citations*
328. **[Efficient Retrieval of the Top-k Most Relevant Event-Partner Pairs ↗](https://doi.org/10.1109/tkde.2021.3118552)**Dingming Wu, Erjia Xiao, Yi Zhu et al.*6 citations*
329. **[Efficient Semi-External SCC Computation ↗](https://doi.org/10.1109/tkde.2021.3138994)**Xiaolong Wan, Hongzhi Wang*6 citations*
330. **[Identifying Anomalies While Preserving Privacy ↗](https://doi.org/10.1109/tkde.2021.3129633)**Hafiz Salman Asif, Jaideep S. Vaidya, Periklis A. Papakonstantinou*6 citations*
331. **[MOSE: A Monotonic Selectivity Estimator Using Learned CDF ↗](https://doi.org/10.1109/tkde.2021.3112753)**Luming Sun, Cuiping Li, Tao Ji et al.*6 citations*
332. **[On the Robustness of Diffusion in a Network Under Node Attacks ↗](https://doi.org/10.1109/tkde.2021.3071081)**Alvis Logins, Yuchen Li, Panagiotis Karras*6 citations*
333. **[QUINT: Node embedding using network hashing ↗](https://doi.org/10.1109/tkde.2021.3111997)**Debajyoti Bera, Rameshwar Pratap, Bhisham Dev Verma et al.*6 citations*
334. **[Signed Network Representation by Preserving Multi-order Signed Proximity ↗](https://doi.org/10.1109/tkde.2021.3125148)**Pinghua Xu, Wenbin Hu, Jia Xin Wu et al.*6 citations*
335. **[Active and Compact Entropy Search for High-Dimensional Bayesian Optimization ↗](https://doi.org/10.1109/tkde.2021.3077279)**Run Li, Yucheng Shi, Yahong Han et al.*5 citations*
336. **[Auditing Network Embedding: An Edge Influence Based Approach ↗](https://doi.org/10.1109/tkde.2021.3056884)**Yaojing Wang, Yuan Yao, Hanghang Tong et al.*5 citations*
337. **[CoANE: Modeling Context Co-occurrence for Attributed Network Embedding ↗](https://doi.org/10.1109/tkde.2021.3079498)**I-Chung Hsieh, Cheng–Te Li*5 citations*
338. **[Coloring Embedder: Towards Multi-Set Membership Queries in Web Cache Sharing ↗](https://doi.org/10.1109/tkde.2021.3062182)**Zhaodong Kang, Jin An Xu, Wenqi Wang et al.*5 citations*
339. **[Cross-Platform Event Popularity Analysis via Dynamic Time Warping and Neural Prediction ↗](https://doi.org/10.1109/tkde.2021.3090663)**Xiaofeng Gao, Wenyi Xu, Zixuan Zhang et al.*5 citations*
340. **[Density-Based Top-K Spatial Textual Clusters Retrieval ↗](https://doi.org/10.1109/tkde.2021.3049785)**Dingming Wu, Ilkcan Keles, Song Wu et al.*5 citations*
341. **[Discovery of Approximate Lexicographical Order Dependencies ↗](https://doi.org/10.1109/tkde.2021.3130227)**Yifeng Jin, Zijing Tan, Jixuan Chen et al.*5 citations*
342. **[Efficient Sink-Reachability Analysis via Graph Reduction ↗](https://doi.org/10.1109/tkde.2021.3052710)**Jens B. Dietrich, Lijun Chang, Long Qian et al.*5 citations*
343. **[Kernelized Multitask Learning Method for Personalized Signaling Adverse Drug Reactions ↗](https://doi.org/10.1109/tkde.2021.3108819)**Fan Yang, Fuzhong Xue, Yanchun Zhang et al.*5 citations*
344. **[Learning Discriminative Text Representation for Streaming Social Event Detection ↗](https://doi.org/10.1109/tkde.2021.3119686)**Chaodong Tong, Huailiang Peng, Xu Bai et al.*5 citations*
345. **[OAG_know: Self-supervised Learning for Linking Knowledge Graphs ↗](https://doi.org/10.1109/tkde.2021.3090830)**Xiao Liu, Mian Li, Yuxiao Dong et al.*5 citations*
346. **[Open Named Entity Modeling From Embedding Distribution ↗](https://doi.org/10.1109/tkde.2021.3049654)**Ying Luo, Hai Zhao, Zhuosheng Zhang et al.*5 citations*
347. **[Scalable Label Propagation for Multi-Relational Learning on the Tensor Product of Graphs ↗](https://doi.org/10.1109/tkde.2021.3063985)**Zhuliu Li, Raphael Petegrosso, Shaden Smith et al.*5 citations*
348. **[Tensor-Train Decomposition in the Presence of Interval-Valued Data ↗](https://doi.org/10.1109/tkde.2021.3135715)**Francesco Di Mauro, K. Selçuk Candan, Maria Luisa Sapino*5 citations*
349. **[Towards Fine-grained Concept Generation ↗](https://doi.org/10.1109/tkde.2021.3074267)**Chenguang Li, Jiaqing Liang, Yanghua Xiao et al.*5 citations*
350. **[TwiCS: Lightweight Entity Mention Detection in Targeted Twitter Streams ↗](https://doi.org/10.1109/tkde.2021.3088716)**Satadisha Saha Bhowmick, Eduard Constantin Dragut, Weiyi Meng*5 citations*
351. **[k-Pleased Querying ↗](https://doi.org/10.1109/tkde.2021.3132992)**Zitong Chen, Ada Wai-Chee Fu, Cheng Long et al.*5 citations*
352. **[2021 Index IEEE Transactions on Knowledge and Data Engineering Vol. 33 ↗](https://doi.org/10.1109/tkde.2021.3128365)***4 citations*
353. **[A Framework to Support Continuous Range Queries over Multi-Attribute Trajectories ↗](https://doi.org/10.1109/tkde.2021.3100650)**Jianqiu Xu, Zhifeng Bao, Hua Cai Lu*4 citations*
354. **[A Patience-Aware Recommendation Scheme for Shared Accounts on Mobile Devices ↗](https://doi.org/10.1109/tkde.2021.3069002)**Kaili Mao, Jianwei Niu, Xuefeng Liu et al.*4 citations*
355. **[Burstiness-Aware Web Search Analysis on Different Levels of Evidences ↗](https://doi.org/10.1109/tkde.2021.3109304)**Chen Zhang, Haodi Zhang, Qifan Li et al.*4 citations*
356. **[Direct Learning with Multi-task Neural Networks for Treatment Effect Estimation ↗](https://doi.org/10.1109/tkde.2021.3112591)**Fujin Zhu, Jie Lü, Adi Lin et al.*4 citations*
357. **[Dynamically Optimizing Display Advertising Profits under Diverse Budget Settings ↗](https://doi.org/10.1109/tkde.2021.3077699)**Haizhi Yang, Tengyun Wang, Xiaoli Tang et al.*4 citations*
358. **[On the Statistical Significance of a Community Structure ↗](https://doi.org/10.1109/tkde.2021.3125330)**Zengyou He, Xiaoqi Wei, Wenfang Chen et al.*4 citations*
359. **[Unified and Incremental SimRank: Index-free Approximation with Scheduled Principle ↗](https://doi.org/10.1109/tkde.2021.3111734)**Fanwei Zhu, Yuan Fang, Kai Zhang et al.*4 citations*
360. **[Uniting Heterogeneity, Inductiveness, and Efficiency for Graph Representation Learning ↗](https://doi.org/10.1109/tkde.2021.3100529)**Tong Chen, Hongzhi Yin, Jie Ren et al.*4 citations*
361. **[A Semantic Network Encoder for Associated Fact Prediction ↗](https://doi.org/10.1109/tkde.2021.3053389)**Zhizheng Wang, Yuanyuan Sun, Xuyang Hu et al.*3 citations*
362. **[DeepPick: A Deep Learning Approach to Unveil Outstanding Users Ranking with Public Attainable Features ↗](https://doi.org/10.1109/tkde.2021.3091503)**Wanda Li, Zhiwei Xu, Yi Sun et al.*3 citations*
363. **[Diagnostic Sparse Connectivity Networks with Regularization Template ↗](https://doi.org/10.1109/tkde.2021.3075668)**Yue Qu, Chuanren Liu, Kai Zhang et al.*3 citations*
364. **[Discovering and Interpreting Biased Concepts in Online Communities ↗](https://doi.org/10.1109/tkde.2021.3139680)**Xavier Ferrer, Tom van Nuenen, Natalia Criado et al.*3 citations*
365. **[Dynamic Relation Repairing for Knowledge Enhancement ↗](https://doi.org/10.1109/tkde.2021.3101237)**Rui Kang, Hongzhi Wang*3 citations*
366. **[Efficient Datalog Rewriting for Query Answering in TGD Ontologies ↗](https://doi.org/10.1109/tkde.2021.3111011)**Zhe Wang, Peng Xiao, Kewen Wang et al.*3 citations*
367. **[Efficient and Optimal Algorithms for Tree Summarization with Weighted Terminologies ↗](https://doi.org/10.1109/tkde.2021.3120722)**Xuliang Zhu, Xin Sunny Huang, Byron Koon Kau Choi et al.*3 citations*
368. **[End-to-End Transferable Anomaly Detection via Multi-Spectral Cross-Domain Representation Alignment ↗](https://doi.org/10.1109/tkde.2021.3118111)**Shuang Li, Shugang Li, Mixue Xie et al.*3 citations*
369. **[Fast Convolutional Factorization Machine with Enhanced Robustness ↗](https://doi.org/10.1109/tkde.2021.3116352)**Tianyi Gu, Kaiwen Huang, Jie Zhang et al.*3 citations*
370. **[Hierarchical Reduced-space Drift Detection Framework for Multivariate Supervised Data Streams ↗](https://doi.org/10.1109/tkde.2021.3111756)**Shuyi Zhang, Peter Tiňo B, Xin Yao*3 citations*
371. **[Hyper-Relations: A Model for Denormalization of Transactional Relational Databases ↗](https://doi.org/10.1109/tkde.2021.3124134)**Dragan Milićev*3 citations*
372. **[Optimizing Random Walk Based Statistical Estimation over Graphs via Bootstrapping ↗](https://doi.org/10.1109/tkde.2021.3126906)**Hong Ling Xie, Pei Yi, Yongkun Li et al.*3 citations*
373. **[Partition-Aware Graph Pattern based Node Matching with Updates ↗](https://doi.org/10.1109/tkde.2021.3103914)**Guohao Sun, Guanfeng Liu, Yan Wang et al.*3 citations*
374. **[Understanding the Long-term Dynamics of Mobile App Usage Context via Graph Embedding ↗](https://doi.org/10.1109/tkde.2021.3110141)**Yali Fan, Zhen Tu, Tong Li et al.*3 citations*
375. **[Automatic Treatment Regimen Design ↗](https://doi.org/10.1109/tkde.2020.2972276)**Leilei Sun, Chuanren Liu, Guoqing Chen et al.*2 citations*
376. **[Cluster-Based Joins for Federated SPARQL Queries ↗](https://doi.org/10.1109/tkde.2021.3135507)**Fan Yang, Adina Crainiceanu, Zhiyuan Chen et al.*2 citations*
377. **[Disambiguation of Semantic Relations Using Evidence Aggregation According to a Sense Inventory ↗](https://doi.org/10.1109/tkde.2021.3055621)**Víctor Martínez, Fernando Berzal, Juan-Carlos Cubero*2 citations*
378. **[Formal Analysis and Estimation of Chance in Datasets Based on Their Properties ↗](https://doi.org/10.1109/tkde.2021.3068009)**Abdel Aziz Taha, Luca Papariello, Alexandros Bampoulidis et al.*2 citations*
379. **[Multiset Membership Lookup in Large Datasets ↗](https://doi.org/10.1109/tkde.2021.3049624)**Lin Chen, Jihong Yu*2 citations*
380. **[Platform-Oriented Event Time Allocation ↗](https://doi.org/10.1109/tkde.2021.3109838)**Heli Sun, Ning Wang, Jingyu Jia et al.*2 citations*
381. **[Querying for Interactions ↗](https://doi.org/10.1109/tkde.2021.3094997)**Ioannis Xarchakos, Nick Koudas*2 citations*
382. **[ROVEC: Runtime Optimization of Vectorized Expression Evaluation for Column Store ↗](https://doi.org/10.1109/tkde.2021.3124669)**Meng Li, Zheyu Miao, Di Xiao Wu et al.*2 citations*
383. **[Single-Index Model Tree ↗](https://doi.org/10.1109/tkde.2021.3126615)**Agus Sudjianto, Zebin Yang, Aijun Zhang*2 citations*
384. **[Towards One-Size-Fits-Many: Multi-Context Attention Network for Diversity of Entity Resolution Tasks ↗](https://doi.org/10.1109/tkde.2021.3060790)**Dongxiang Zhang, Hanhao Li, Xiaoli Wang et al.*2 citations*
385. **[Where To: Crowd-Aided Path Selection by Selective Bayesian Network ↗](https://doi.org/10.1109/tkde.2021.3078833)**Chen Zhang, Haodi Zhang, Weiteng Xie et al.*2 citations*
386. **[Building Graphs at Scale via Sequence of Edges: Model and Generation Algorithms ↗](https://doi.org/10.1109/tkde.2021.3081624)**Yu Liu, Lei Zou, Zhewei Wei*1 citation*
387. **[Characterizing Performance Limits in Payment Channel Networks ↗](https://doi.org/10.1109/tkde.2021.3120842)**Yuechen Tao, Bo Li, Baochun Li et al.*1 citation*
388. **[Efficient EMD-based Similarity Search via Batch Pruning and Incremental Computation ↗](https://doi.org/10.1109/tkde.2021.3100566)**Yu Chen, Yong Zhang, Jin Wang et al.*1 citation*
389. **[Estimating the Total Volume of Queries to a Search Engine ↗](https://doi.org/10.1109/tkde.2021.3054668)**Fabrizio Lillo, Salvatore Ruggieri*1 citation*
390. **[Fast Error-Bounded Distance Distribution Computation ↗](https://doi.org/10.1109/tkde.2021.3058241)**Jiahao Zhang, Man Lung Yiu, Bo Tang et al.*1 citation*
391. **[Frequency Estimation in Data Streams: Learning the Optimal Hashing Scheme ↗](https://doi.org/10.1109/tkde.2021.3103819)**Dimitris Bertsimas, Vassilis Digalakis*1 citation*
392. **[Multiple Resource Network Voronoi Diagram ↗](https://doi.org/10.1109/tkde.2021.3088147)**Ahmad Qutbuddin, KwangSoo Yang*1 citation*
393. **[Who Should Deserve Investment Attractive Individual and Group Search in Dynamic Information Networks ↗](https://doi.org/10.1109/tkde.2021.3099102)**Xinrui Wang, Hong Gao, Zhipeng Cai et al.*1 citation*
394. **[2021 Reviewers List ↗](https://doi.org/10.1109/tkde.2021.3108200)**
395. **[Deletion Propagation Revisited for Multiple Key Preserving Views ↗](https://doi.org/10.1109/tkde.2021.3110851)**Dongjing Miao, Zhipeng Cai, Jianzhong Li
396. **[It Runs in the Family: Unsupervised Algorithm for Alternative Name Suggestion Using Digitized Family Trees ↗](https://doi.org/10.1109/tkde.2021.3096670)**Aviad Elyashar, Rami Puzis, Michael Fire
397. **[On the Benefits of Two Dimensional Metric Learning ↗](https://doi.org/10.1109/tkde.2021.3100353)**Di Wu, Fan Zhou, Boyu Wang et al.
398. **[Revealing Urban Dynamic Functions with Mobile App Usage Behavior and POIs ↗](https://researchportal.helsinki.fi/en/publications/revealing-urban-dynamic-functions-with-mobile-app-usage-behavior-)**Tong Li, Zhaoqi Yang, Yong Li et al.

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