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MatchXML: An Efficient Text-label Matching Framework for Extreme Multi-label Text Classification IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-03-12 Hui Ye, Rajshekhar Sunderraman, Shihao Ji
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An Experimental Study on Federated Equi-Joins IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-03-12 Shuyuan Li, Yuxiang Zeng, Yuxiang Wang, Yiman Zhong, Zimu Zhou, Yongxin Tong
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Attention Is Not the Only Choice: Counterfactual Reasoning for Path-Based Explainable Recommendation IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-03-12 Yicong Li, Xiangguo Sun, Hongxu Chen, Sixiao Zhang, Yu Yang, Guandong Xu
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Agree to Disagree: Personalized Temporal Embedding and Routing for Stock Forecast IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-03-12 Heyuan Wang, Tengjiao Wang, Shun Li, Jiayi Zheng, Weijun Chen, Wei Chen
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Efficient Algorithms for Personalized PageRank Computation: A Survey IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-03-12 Mingji Yang, Hanzhi Wang, Zhewei Wei, Sibo Wang, Ji-Rong Wen
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Rewriting Queries for Hyper-Relations IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-03-08 Dragan Milićev, Živojin Šuštran
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Efficient and Privacy-Preserving Skyline Queries over Encrypted Data under a Blockchain-Based Audit Architecture IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-03-08 Shuchang Zeng, Chingfang Hsu, Lein Harn, Yining Liu, Yang Liu
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Task Allocation in Spatial Crowdsourcing: An Efficient Geographic Partition Framework IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-03-06 Yan Zhao, Xuanlei Chen, Guanyu Ye, Fangda Guo, Kai Zheng, Xiaofang Zhou
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Efficient Maximal Biclique Enumeration on Large Signed Bipartite Graphs IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-03-06 Jianhua Wang, Jianye Yang, Zhaoquan Gu, Dian Ouyang, Zhihong Tian, Xuemin Lin
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Learning With Location-Based Fairness: A Statistically-Robust Framework and Acceleration IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-03-06 Erhu He, Yiqun Xie, Weiye Chen, Sergii Skakun, Han Bao, Rahul Ghosh, Praveen Ravirathinam, Xiaowei Jia
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UNM: A Universal Approach for Noisy Multi-label Learning IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-03-05 Jia-Yao Chen, Shao-Yuan Li, Sheng-Jun Huang, Songcan Chen, Lei Wang, Ming-Kun Xie
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Ego-Network Segmentation via (Weighted) Jaccard Median IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-03-05 Haodi Zhong, Grigorios Loukides, Alessio Conte, Solon P. Pissis
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An Efficient Verification Approach to Separation of Duty in Attribute-Based Access Control IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-03-05 Benyuan Yang, Hesuan Hu
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Unsupervised Transfer Aided Lifelong Regression For Learning New Tasks without Target Output IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-03-04 Tong Liu, Xulong Wang, Po Yang, Sheng Chen, Chris J. Harris
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Supervised Feature Selection via Multi-Center and Local Structure Learning IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-03-04 Canyu Zhang, Feiping Nie, Rong Wang, Xuelong Li
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BM-FL: A Balanced Weight Strategy for Multi-stage Federated Learning Against Multi-client Data Skewing IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-03-04 Lixiang Yuan, Mingxing Duan, Guoqing Xiao, Zhuo Tang, Kenli Li
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MC-SQ and MC-MQ: Ensembles for Multi-class Quantification IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-03-01 Zahra Donyavi, Adriane B. S. Serapiao, Gustavo Batista
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Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series Forecasting IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-03-01 Jinliang Deng, Xiusi Chen, Renhe Jiang, Du Yin, Yi Yang, Xuan Song, Ivor W. Tsang
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Compact Estimator for Streaming Triangle Counting IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-28 Jiqing Gu, Chao Song, Haipeng Dai, Li Lu, Ming Liu
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Improving Automatic Parallel Training Via Balanced Memory Workload Optimization IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-27 Yujie Wang, Youhe Jiang, Xupeng Miao, Fangcheng Fu, Shenhan Zhu, Xiaonan Nie, Yaofeng Tu, Bin Cui
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Belief Re´nyi Divergence of Divergence and Its Application in Time Series Classification IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-26 Lang Zhang, Fuyuan Xiao
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A Survey of Multi-Dimensional Indexes: Past and Future Trends IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-23 Mingxin Li, Hancheng Wang, Haipeng Dai, Meng Li, Rong Gu, Feng Chen, Zhiyuan Chen, Shuaituan Li, Qizhi Liu, Guihai Chen
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LDPTube: Theoretical Utility Benchmark and Enhancement for LDP Mechanisms in High-dimensional Space IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-23 Jiawei Duan, Qingqing Ye, Haibo Hu, Xinyue Sun
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Supporting Your Idea Reasonably: A Knowledge-Aware Topic Reasoning Strategy for Citation Recommendation IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-22 Likang Wu, Zhi Li, Hongke Zhao, Zhenya Huang, Yongqiang Han, Junji Jiang, Enhong Chen
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Open-Domain Semi-Supervised Learning via Glocal Cluster Structure Exploitation IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-22 Zekun Li, Lei Qi, Yawen Li, Yinghuan Shi, Yang Gao
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On Efficient Shortest Path Computation on Terrain Surface: A Direction-Oriented Approach IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-22 Victor Junqiu Wei, Raymond Chi-Wing Wong, Cheng Long, David M. Mount, Hanan Samet
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FedCORE: Federated Learning for Cross-Organization Recommendation Ecosystem IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-22 Zhitao Li, Xueyang Wu, Weike Pan, Youlong Ding, Zeheng Wu, Shengqi Tan, Qian Xu, Qiang Yang, Zhong Ming
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Inter-Intra Modality Knowledge Learning and Clustering Noise Alleviation for Unsupervised Visible-Infrared Person Re-Identification IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-20 Zhiyong Li, Haojie Liu, Xiantao Peng, Wei Jiang
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MEL: Efficient Multi-Task Evolutionary Learning for High-Dimensional Feature Selection IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-20 Xubin Wang, Haojiong Shangguan, Fengyi Huang, Shangrui Wu, Weijia Jia
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Dimensionality Reduction for Partial Label Learning: A Unified and Adaptive Approach IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-20 Xiang-Ru Yu, Deng-Bao Wang, Min-Ling Zhang
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Revisiting the Effective Number Theory for Imbalanced Learning IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-20 Ou Wu, Mengyang Li
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Robust and Consistent Anchor Graph Learning for Multi-View Clustering IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-20 Suyuan Liu, Qing Liao, Siwei Wang, Xinwang Liu, En Zhu
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Metric Distribution to Vector: Constructing Data Representation via Broad-Scale Discrepancies IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-16 Xue Liu, Dan Sun, Xiaobo Cao, Hao Ye, Wei Wei
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Learned Optimizer for Online Approximate Query Processing in Data Exploration IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-15 Liyuan Liu, Hanbing Zhang, Yinan Jing, Zhenying He, Kai Zhang, X. Sean Wang
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Semi-Supervised Graph Contrastive Learning with Virtual Adversarial Augmentation IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-15 Yixiang Dong, Minnan Luo, Jundong Li, Ziqi Liu, Qinghua Zheng
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Simple and Efficient Partial Graph Adversarial Attack: A New Perspective IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-14 Guanghui Zhu, Mengyu Chen, Chunfeng Yuan, Yihua Huang
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HJE: Joint Convolutional Representation Learning for Knowledge Hypergraph Completion IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-14 Zhao Li, Chenxu Wang, Xin Wang, Zirui Chen, Jianxin Li
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Multi-Modal Traumatic Brain Injury Prognosis via Structure-Aware Field-Wise Learning IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-12 Lu Zhang, Zhibin Li, Shekhar S. Chandra, Fatima Nasrallah
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Motif-Driven Contrastive Learning of Graph Representations IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-08 Shichang Zhang, Ziniu Hu, Arjun Subramonian, Yizhou Sun
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Modeling Spatio-temporal Dynamical Systems with Neural Discrete Learning and Levels-of-Experts IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-08 Kun Wang, Hao Wu, Guibin Zhang, Junfeng Fang, Yuxuan Liang, Yuankai Wu, Roger Zimmermann, Yang Wang
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Differentiable Clustering for Graph Attention IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-08 Haicang Zhou, Tiantian He, Yew-Soon Ong, Gao Cong, Quan Chen
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BGAE: Auto-encoding Multi-view Bipartite Graph Clustering IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-07 Liang Li, Yuangang Pan, Jie Liu, Yue Liu, Xinwang Liu, Kenli Li, Ivor W. Tsang, Keqin Li
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Federated Continual Learning via Knowledge Fusion: A Survey IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-07 Xin Yang, Hao Yu, Xin Gao, Hao Wang, Junbo Zhang, Tianrui Li
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Towards Very Deep Representation Learning for Subspace Clustering IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-06 Yanming Li, Shiye Wang, Changsheng Li, Ye Yuan, Guoren Wang
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Longer Pick-up for Less Pay: Towards Discount-based Mobility Services IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-06 Wanyi Xie, Zhijia Chen, Chen Jason Zhang, Libin Zheng, Peng Cheng, Jian Yin, Xuemin Lin
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Efficient Algorithms for Rank-Regret Minimization IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-06 Xingxing Xiao, Jianzhong Li
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Spatio-Temporal Enhanced Contrastive and Contextual Learning for Weather Forecasting IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-06 Yongshun Gong, Tiantian He, Meng Chen, Bin Wang, Liqiang Nie, Yilong Yin
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Heterogeneous Graph Condensation IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-06 Jian Gao, Jianshe Wu, Jingyi Ding
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A Generic Schema Evolution Approach for NoSQL and Relational Databases IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-05 Alberto Hernández Chillón, Meike Klettke, Diego Sevilla Ruiz, Jesús García Molina
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On Efficiently Processing MIT Queries in Trajectory Data IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-05 Jian Chen, Hong Gao, Kaiqi Zhang, Jiachi Wang, Yubo Luo, Zhenqing Wu, Jianzhong Li
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Denoising Item Graph with Disentangled Learning for Recommendation IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-02 Liang Zhang, Guannan Liu, Xiaohui Liu, Junjie Wu
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A Survey on Generative Diffusion Models IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-02 Hanqun Cao, Cheng Tan, Zhangyang Gao, Yilun Xu, Guangyong Chen, Pheng-Ann Heng, Stan Z. Li
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Personalized Elastic Embedding Learning for On-Device Recommendation IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-02 Ruiqi Zheng, Liang Qu, Tong Chen, Kai Zheng, Yuhui Shi, Hongzhi Yin
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A Suite of Efficient Randomized Algorithms for Streaming Record Linkage IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-02-01 Dimitrios Karapiperis, Christos Tjortjis, Vassilios S. Verykios
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Hierarchical Context Representation and Self-adaptive Thresholding for Multivariate Anomaly Detection IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-01-31 Chunming Lin, Bowen Du, Leilei Sun, Linchao Li
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Give Us the Facts: Enhancing Large Language Models with Knowledge Graphs for Fact-aware Language Modeling IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-01-31 Linyao Yang, Hongyang Chen, Zhao Li, Xiao Ding, Xindong Wu
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Geometric-Contextual Mutual Infomax Path Aggregation for Relation Reasoning on Knowledge Graph IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-01-30 Xingrui Zhuo, Gongqing Wu, Zan Zhang, Xindong Wu
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Lauca: A Workload Duplicator for Benchmarking Transactional Database Performance IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-01-30 Siyang Weng, QingShuai Wang, Luyi Qu, Rong Zhang, Peng Cai, Weining Qian, Aoying Zhou
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Structures Aware Fine-grained Contrastive Adversarial Hashing for Cross-media Retrieval IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-01-29 Meiyu Liang, Yawen Li, Yang Yu, Xiaowen Cao, Zhe Xue, Ang Li, Kangkang Lu
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Half-Xor: A Fully-Dynamic Sketch for Estimating the Number of Distinct Values in Big Tables IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-01-29 Pinghui Wang, Dongdong Xie, Junzhou Zhao, Jinsong Li, Zhicheng Li, Rundong Li, Yang Ren, Jia Di