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IEEE Transactions on Knowledge and Data Engineering cover

IEEE Transactions on Knowledge and Data Engineering

IF10.4
Papers6826
Citations31821
Journal Papers 6888
Publication Date
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Tackling the Modality Inhibitance Effect with Wavelet-based Modality Integration in Multi-modal Recommendation
deleteIEEE Transactions on Knowledge and Data Engineering
IF10.4
delete2026-09-24
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deleteOAAI
deleteRongqing Kenneth Ong; Andy W. H. Khong
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MARS: Modality-Aligned Retrieval for Sequence Augmented CTR Prediction
deleteIEEE Transactions on Knowledge and Data Engineering
IF10.4
delete2026-09-22
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PREAI
deleteYutian Xiao; Shukuan Wang; Zhao Zhang; Meng Yuan; Wei Chen; Hao Geng; Chenghao Zhang; Yanze Zhang; Shanqi Liu; Chao Feng; Xiang Li; Lantao Hu; Han Li; Fuzhen Zhuang
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Efficient and Effective Federated Unlearning via Adaptive Data Partitioning
deleteIEEE Transactions on Knowledge and Data Engineering
IF10.4
delete2026-09-22
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PREAI
deleteZhigang Wang; Jiahao Li; Ning Wang; Yu Gu; Dawei Zhao; Shen Su; Hui Lu; Zhihong Tian
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Multi-View Multi-label Feature Selection Based on View-Specific Implicit Label and Adaptive View-Driven Unified Feature Learning
deleteIEEE Transactions on Knowledge and Data Engineering
IF10.4
delete2026-09-22
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PREAI
deleteJianhua Dai; Shiyu Wei; Xinwang Liu
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T3MAL: Test-Time Fast Adaptation for Robust Multi-Scale Information Diffusion Prediction
deleteIEEE Transactions on Knowledge and Data Engineering
IF10.4
delete2026-09-22
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PREAI
deleteWenting Zhu; Chaozhuo Li; Qingpo Yang; Xi Zhang; Philip S. Yu
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FedMMSR: Federated Multi-modal Recommendation with Structural Guidance and Robust Integration
deleteIEEE Transactions on Knowledge and Data Engineering
IF10.4
delete2026-09-22
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PREAI
deleteJiahe Xu; Weiming Liu; Pengyang Zhou; Jiajie Su; Chaochao Chen
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DADO: a LLM-based Distribution-Aligned and Diversity-Optimized Data Generator
deleteIEEE Transactions on Knowledge and Data Engineering
IF10.4
delete2026-09-21
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PREAI
deleteXu Gao; Sai Wu; Xiu Tang; Chang Yao; Quanqing Xu; Chuanhui Yang; Gang Chen
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What Do LLM Judges Evaluate in Recommendation Assessment? Disentangling Relevance, Local Diversity, and System-Level Diversity
deleteIEEE Transactions on Knowledge and Data Engineering
IF10.4
delete2026-09-21
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PREAI
deleteYunan Zhang; Jingjing Fan; Yanxiao Liu
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Are We Really Making Much Progress in Text Classification? a Comparative Review
deleteIEEE Transactions on Knowledge and Data Engineering
IF10.4
delete2026-09-21
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deleteAnsgar Scherp; Andor Diera; Fabian Karl; Bao Xin Lin; Bhakti Khera; Tim Meuser; Tushar Singhal; Lukas Galke Poech
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FedNIA: Noise-Induced Activation Analysis for Mitigating Data Poisoning in Federated Learning
deleteIEEE Transactions on Knowledge and Data Engineering
IF10.4
delete2026-09-21
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deleteEhsan Hallaji; Roozbeh Razavi-Far; Mehrdad Saif
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A Universal Scheme for Dynamic Partitioned Shortest Path Index
deleteIEEE Transactions on Knowledge and Data Engineering
IF10.4
delete2026-09-17
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PREAI
deleteMengxuan Zhang; Xinjie Zhou; Ruizhong Wu; Lei Li; Ziyi Liu; Goce Trajcevski; Xiaofang Zhou
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SARL: A Scalable Attribute-Informed Representation Learning Framework for Bipartite Graphs
deleteIEEE Transactions on Knowledge and Data Engineering
IF10.4
delete2026-09-17
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PREAI
deleteJianke Yu; Hanchen Wang; Chen Chen; Xiaoyang Wang; Wenjie Zhang; Ying Zhang; Xijuan Liu
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MASK: Multi-Agent Collaboration for Optimizing Adversarial Attacks on Multi-Agent Systems
deleteIEEE Transactions on Knowledge and Data Engineering
IF10.4
delete2026-09-17
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PREAI
deleteZhiyin Yu; Bo Zhang; Chong Chen; Zhonghai Wu; Xiao Luo
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Quantifying and Minimizing Perception Gap in Social Networks
deleteIEEE Transactions on Knowledge and Data Engineering
IF10.4
delete2026-09-16
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PREAI
deleteHemant Kumar Gehlot; Mohammad Shirzadi; Junhao Gan; Ahad N. Zehmakan
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Balanced Multi-View Feature Selection Via Differential Information Loss and $\ell _{\ln, 2}^{2}$-Norm Regularization
deleteIEEE Transactions on Knowledge and Data Engineering
IF10.4
delete2026-09-16
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PREAI
deleteJiaye Li; Zhongle Xie; Ke Chen; Lidan Shou; Gongsheng Yuan; Gang Chen
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Beyond Side-by-Side Comparison: A Unified Evaluation Framework for Model Selection in Time Series Forecasting
deleteIEEE Transactions on Knowledge and Data Engineering
IF10.4
delete2026-09-16
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deleteRuoping Yang; Zhongliang Guan; Xiang Xie
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Heterogeneous Graph Condensation Via Joint-Granularity Gradient Matching
deleteIEEE Transactions on Knowledge and Data Engineering
IF10.4
delete2026-09-16
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PREAI
deleteShenao Yu; Fenglin Cen; Ji Xu; Jiye Liang
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TEMPURA: Privacy-Preserving Federated Learning on Temporal Transaction Graphs
deleteIEEE Transactions on Knowledge and Data Engineering
IF10.4
delete2026-09-16
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PREAI
deleteJianbin Gao; Kombou Victor; Qi Xia; Hu Xia; Kuiche Sop Brinda Leaticia
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Fast Bipartite Graph Clustering
deleteIEEE Transactions on Knowledge and Data Engineering
IF10.4
delete2026-09-16
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PREAI
deleteShun Yang; Shigang Liu; Jingjing Xue; Feiping Nie; Yali Peng
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Context-Enhanced Multi-View Trajectory Representation Learning: Bridging the Gap through Self-Supervised Models
deleteIEEE Transactions on Knowledge and Data Engineering
IF10.4
delete2026-09-14
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deleteTangwen Qian; Junhe Li; Yile Chen; Gao Cong; Tao Sun; Fei Wang; Yongjun Xu
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