IEEE Transactions on Knowledge & Data Engineering https://www.computer.org/csdl/journal/tk The IEEE Transactions on Knowledge and Data Engineering is an archival journal published monthly. The information published in this Transactions is designed to inform researchers, developers, managers, strategic planners, users, and others interested in state-of-the-art and state-of-the-practice activities in the knowledge and data engineering area. We are interested in well-defined theoretical results and empirical studies that have potential impact on the acquisition, management, storage, and graceful degeneration of knowledge and data, as well as in provision of knowledge and data services. Specific topics include, but are not limited to: a) artificial intelligence techniques, including speech, voice, graphics, images, and documents; b) knowledge and data engineering tools and techniques; c) parallel and distributed processing; d) real-time distributed; e) system architectures, integration, and modeling; f) database design, modeling and management; g) query design and implementation languages; h) distributed database control; j) algorithms for data and knowledge management; k) performance evaluation of algorithms and systems; l) data communications aspects; m) system applications and experience; n) knowledge-based and expert systems; and, o) integrity, security, and fault tolerance. en-us https://s3.amazonaws.com/ieeecs.cdn.common/images/computer.org/CSLogo_dark.png IEEE Computer Society Digital Library List of 100 recently published journal articles. https://www.computer.org/csdl Deep Fuzzy C-Means Clustering in a Federated Model Heterogeneous Scenario https://www.computer.org/csdl/journal/tk/2026/08/11457301/2fhusgx4XcY 07/12/2026 11:11 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3676129 Zero-Shot Cellular Trajectory Map Matching https://www.computer.org/csdl/journal/tk/2026/08/11477117/2fwqBpFJCWk 07/12/2026 11:26 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3681970 Horizontal Multi-Party Data Publishing Under Differential Privacy via Weight-Aware Bidirectional Generative Adversarial Networks https://www.computer.org/csdl/journal/tk/2026/08/11478370/2fy5vBwI3UA 07/12/2026 11:51 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3682337 MuDPK: Knowledge Distillation With Multi-Granularity and Dynamic Priors for Graph Classification https://www.computer.org/csdl/journal/tk/2026/08/11481789/2fHHucN8DW8 07/12/2026 11:21 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3684254 MORTIS: Towards Multi-Modal and Multi-Scale Federated Knowledge Graph Completion https://www.computer.org/csdl/journal/tk/2026/08/11501753/2g6WwsPJE4w 07/12/2026 11:43 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3689321 MolReFlect: Toward In-Context Fine-Grained Alignments Between Molecules and Texts https://www.computer.org/csdl/journal/tk/2026/08/11501765/2g6Ww12bigM 07/12/2026 11:03 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3689445 Test-Time Learning for Outlier Detection https://www.computer.org/csdl/journal/tk/2026/08/11501766/2g6Wx2s6S2s 07/12/2026 11:53 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3689274 Approximating Optimal Soft Repairs for Denial Constraints https://www.computer.org/csdl/journal/tk/2026/08/11503796/2gdl74KQq2s 07/12/2026 11:44 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3689023 Exploring Backdoor Attack and Defense for LLM-Empowered Recommendations https://www.computer.org/csdl/journal/tk/2026/08/11506318/2ggMqV7x9JK 07/12/2026 11:27 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3690651 Toward Data-Centric Machine Learning on Directed Graphs: A Survey https://www.computer.org/csdl/journal/tk/2026/08/11514081/2gqRjNCJpqU 07/12/2026 11:13 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3691755 DSPL: Dual-Space Prompt Learning With Context Bias Decoupling for Open Set Recognition https://www.computer.org/csdl/journal/tk/2026/08/11516266/2gqRk0j0hJC 07/12/2026 11:36 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3692613 Semi-Supervised Adaptive Fast XGBoost for Multiclass Stream Classification https://www.computer.org/csdl/journal/tk/2026/08/11516272/2gqRk6X9QBi 07/12/2026 11:37 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3692580 Knowledge Aware State-Space Capsule Network for Multivariate Time Series Classification https://www.computer.org/csdl/journal/tk/2026/08/11516278/2gqRkNmLNAY 07/12/2026 11:58 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3692700 TSNN: A Non-Parametric and Interpretable Framework for Traffic Time Series Forecasting https://www.computer.org/csdl/journal/tk/2026/08/11516288/2gqRkvlwDD2 07/12/2026 11:50 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3692602 Data Augmentation for Sequential Recommendation: A Survey https://www.computer.org/csdl/journal/tk/2026/08/11517208/2gswivmtH9e 07/12/2026 11:41 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3692969 Deep Multi-View Clustering via Dynamic Anchors-Driven Global Structure Exploration https://www.computer.org/csdl/journal/tk/2026/08/11517486/2gswiGKq5DG 07/12/2026 11:43 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3692996 SOPP-Miner: Stable Distribution Order-Preserving Pattern Mining for Time Series https://www.computer.org/csdl/journal/tk/2026/08/11517507/2gswilUTdO8 07/12/2026 11:33 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3692778 Integrating Entropy Regulation and Dual-Objective Optimization for Personalized Exercise Recommendation https://www.computer.org/csdl/journal/tk/2026/08/11520669/2gvQ3GQJNss 07/12/2026 11:05 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3693866 Learning a Causation-Driven Retrieval Model for Effective Time Series Augmentation and Forecasting https://www.computer.org/csdl/journal/tk/2026/08/11522812/2gAOMbvWjcc 07/12/2026 11:24 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3694186 Hyperbolic Dual-Attentive Evolution of Heterogeneous Deep Hierarchy for Temporal Knowledge Graph Reasoning https://www.computer.org/csdl/journal/tk/2026/08/11523572/2gAOMhC20s8 07/12/2026 11:28 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3694589 Automated Transformation of Temporal Conceptual Models Into Cassandra Schemas https://www.computer.org/csdl/journal/tk/2026/08/11523606/2gAOM53HTNe 07/12/2026 11:14 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3694568 Enhancing Active Learning for Class Imbalance With an Incrementally Weighted Approach https://www.computer.org/csdl/journal/tk/2026/08/11533536/2gFs1U1fvUs 07/13/2026 3:01 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3691202 Filtering and Accelerating: A Unified Framework for High-Performance Persistence Estimation https://www.computer.org/csdl/journal/tk/2026/08/11534386/2gHsmlipRRu 07/12/2026 11:56 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3695579 ICAD: Rethinking the Role of Inference and Cues for the Anomaly Detection of Time Series in IIoT https://www.computer.org/csdl/journal/tk/2026/08/11534573/2gM5FkPKfUQ 07/12/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3682751 Efficient Task Planning for Complex Orders in Robotized Warehouses https://www.computer.org/csdl/journal/tk/2026/08/11535287/2gO61nK7gvS 07/12/2026 11:48 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3697003 FocusKG: A Novel Multimodal Knowledge Graph Dataset With Temporal Information for Link Prediction https://www.computer.org/csdl/journal/tk/2026/08/11543380/2gY3GsjsLyU 07/12/2026 11:04 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3698924 SAPP: Achieving Semantic-Aware Differential Privacy for Spatiotemporal Trajectory Data Publishing https://www.computer.org/csdl/journal/tk/2026/08/11544135/2gZIrBGC4KY 07/12/2026 11:02 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3699376 DINMamba: Data Inpainting Recursive Hierarchical Mamba Network for Cloud-Induced Extensive Missing Area in Sea Surface Temperature Imagery https://www.computer.org/csdl/journal/tk/2026/08/11547816/2gZIsAQjOgM 07/12/2026 11:55 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3698953 Toward Scalable Multi-View Clustering Without Predefined Clusters via Inter-Anchor Graph Learning https://www.computer.org/csdl/journal/tk/2026/08/11547867/2gZIs8Lakp2 07/12/2026 11:38 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3699654 Reason4Rec: Deliberative User Preference Alignment of Large Language Models for Recommendation https://www.computer.org/csdl/journal/tk/2026/08/11547871/2gZIrPdoK7C 07/12/2026 11:05 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3699701 Reducing I/O Amplification for Key-Value Stores With a Log-Assisted Log-Structured Merge Tree https://www.computer.org/csdl/journal/tk/2026/08/11548586/2gZIsfmtTY4 07/12/2026 11:40 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3699948 Multi-Objective Joint Optimization of Deep Network: For Online Learning of Streaming Data With Concept Drift https://www.computer.org/csdl/journal/tk/2026/08/11550411/2h327ApOTbW 07/12/2026 11:30 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3699402 Unsupervised Feature Selection Using Fuzzy Graph Momentum Random Walk in Bi-Level Granular-Ball Knowledge Space https://www.computer.org/csdl/journal/tk/2026/08/11550752/2h327et1TCE 07/12/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3700270 Enhancing Knowledge Tracing via Breakpoint-Aware Sequence Augmentation https://www.computer.org/csdl/journal/tk/2026/08/11551168/2h327TbkFmo 07/12/2026 11:42 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3700199 Adaptive Unsupervised Anomaly Detection for Low-Quality Multivariate Time-Series Data https://www.computer.org/csdl/journal/tk/2026/08/11551802/2h327tX1hwQ 07/12/2026 11:27 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3700672 DUAL-Know: A Description-Augmented and Uncertainty-Aware GraphRAG Framework for Anesthesiology Question Answering https://www.computer.org/csdl/journal/tk/2026/08/11551860/2h327lyqWYw 07/12/2026 11:12 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3700611 TrustSyn: Augmenting LLMs With Constituency- Structured Dependency Knowledge for Aspect-Based Sentiment Analysis https://www.computer.org/csdl/journal/tk/2026/08/11551863/2h3285KNaxy 07/13/2026 3:01 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3700652 Boosting Spatially Resolved Transcriptomics Data Clustering via Multi-View Information Rebalance Learning https://www.computer.org/csdl/journal/tk/2026/08/11551908/2h4HiRPH6jm 07/12/2026 11:23 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3700812 Fragmented Graph Pattern Matching on Large Graphs https://www.computer.org/csdl/journal/tk/2026/08/11551999/2h4HiHKmMLe 07/12/2026 11:17 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3700606 Amplitude–Phase Reconstruction for Non-Stationary Time-Series Forecasting https://www.computer.org/csdl/journal/tk/2026/08/11553412/2h9G51b0Ydq 07/12/2026 11:48 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3701273 Hybrid Plans for Query Optimization in HTAP Systems https://www.computer.org/csdl/journal/tk/2026/08/11554251/2h9G5fLWaT6 07/13/2026 3:01 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3701387 A Knowledge-Based Semi-Supervised Crystal Property Prediction Framework With Consistency Regularization https://www.computer.org/csdl/journal/tk/2026/08/11554349/2h9G3Wtz0bu 07/20/2026 8:43 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3701591 MST-DHC: A User-Friendly Hyperparameter-Free and Cluster-Size Balanced Clustering Algorithm https://www.computer.org/csdl/journal/tk/2026/08/11554350/2h9G4UUZjpe 07/12/2026 11:47 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3701540 Caf4AVC: LLM-Enhanced Collaborative Framework for Attribute Value Canonicalization in Open KBs https://www.computer.org/csdl/journal/tk/2026/08/11557203/2hcZyQoSBS8 07/12/2026 11:25 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3702048 Knowledge Graph-Based Debiasing for Trustworthy Recommendation Systems https://www.computer.org/csdl/journal/tk/2026/08/11557228/2hcZyHUTTQA 07/12/2026 11:10 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3702349 Accelerating Top-K Subgraph Matching With Topology-Aware Pruning and Parallel Processing https://www.computer.org/csdl/journal/tk/2026/08/11557602/2heEC5iAPCw 07/12/2026 11:31 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3702627 TypiCD: Cognitive Diagnosis via Problem-Type-Guided Bias Correction https://www.computer.org/csdl/journal/tk/2026/08/11568842/2hmX3KygC9q 07/13/2026 3:01 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3704627 Memory Is No Longer a Bottleneck: Memory-Efficient Graph Filtering for Scalable Collaborative Filtering https://www.computer.org/csdl/journal/tk/2026/08/11569882/2hoBSFO2j7i 07/12/2026 11:38 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3704986 Memory Efficient Very-Large Colored Subgraph Detection https://www.computer.org/csdl/journal/tk/2026/08/11570782/2hqgOxfKqfm 07/12/2026 11:15 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3705310 Mining Triangle-Dense Subgraphs of a Fixed Size: Hardness, Lovász Extension and Applications https://www.computer.org/csdl/journal/tk/2026/07/10670202/206q0fZA48M 06/11/2026 12:23 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2024.3444608 Self-Knowledge Distillation and Its Application: A Survey https://www.computer.org/csdl/journal/tk/2026/07/11443225/2eZewyzqNJS 07/02/2026 8:01 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3675811 Survey of Active Learning Hyperparameters: Insights From a Large-Scale Experimental Grid https://www.computer.org/csdl/journal/tk/2026/07/11450451/2f5S8RlPB1m 06/11/2026 12:30 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3676662 KICGPTv2: Large Language Model With Knowledge in Context for Knowledge Graph Completion https://www.computer.org/csdl/journal/tk/2026/07/11450512/2f5S8XBi3zq 06/11/2026 12:33 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3674507 CuIoT: Advancing Network Connectivity With Motif Knowledge-Centric for Robust Topology https://www.computer.org/csdl/journal/tk/2026/07/11455976/2f9bYvKmhwI 06/11/2026 12:39 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3677426 Beyond Predefined Clusters: A Comprehensive Review of Clustering Methods for Unknown Numbers of Clusters https://www.computer.org/csdl/journal/tk/2026/07/11471034/2fmtba51kTm 06/11/2026 12:46 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3680286 Graph Neural Networks for Graphs With Heterophily: A Survey https://www.computer.org/csdl/journal/tk/2026/07/11471063/2fmtaOqGgMg 06/11/2026 12:05 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3680353 Efficient Densest Flow Queries in Transaction Flow Networks https://www.computer.org/csdl/journal/tk/2026/07/11471253/2fmtaUx3zag 06/11/2026 12:08 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3669778 Disentangled Graph Prompting for Out-Of-Distribution Detection https://www.computer.org/csdl/journal/tk/2026/07/11474264/2fmtbgpAzMA 06/11/2026 12:47 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3678022 Unsupervised Concept Drift Detector for Data Streams With Varying Feature Spaces https://www.computer.org/csdl/journal/tk/2026/07/11475635/2fuLNLkauMo 06/11/2026 12:51 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3681605 Soft Labelling for Deep Ordinal Classification: An Experimental Review https://www.computer.org/csdl/journal/tk/2026/07/11475786/2fuLO9UsrgQ 06/11/2026 1:11 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3681678 AdaPush: An Adaptive Push Framework for Graph-Propagation Based Node Similarity Computation https://www.computer.org/csdl/journal/tk/2026/07/11476875/2fwqC0USs5a 06/11/2026 1:03 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3681914 TIG-IM: A Two-Stage Inductive GNN With Multi-Task Learning for Influential Node Identification in Complex Networks https://www.computer.org/csdl/journal/tk/2026/07/11476884/2fuLN6PM4pO 06/11/2026 12:25 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3681944 STUBRIN: A Spatio-Temporal Prediction Enhanced Learned Index for Spatial Data https://www.computer.org/csdl/journal/tk/2026/07/11476998/2fwqB9iosFy 06/11/2026 12:03 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3682010 Enhancing Large Language Models Reasoning via Multi-Path Optimization on Knowledge Graph https://www.computer.org/csdl/journal/tk/2026/07/11477118/2fwqC8s6cbm 06/11/2026 1:08 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3682046 A Unified Perspective for Learning Graph Representations Across Multi-Level Abstractions https://www.computer.org/csdl/journal/tk/2026/07/11478334/2fy5v5L3ukU 06/11/2026 12:40 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3681811 Toward Zero-Shot Multi-Label Identification of Attack Techniques: Enhancing LLM Reasoning With Semantic Evidence Discovery https://www.computer.org/csdl/journal/tk/2026/07/11478373/2fy5vbXFXAk 06/11/2026 12:50 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3682468 Scalable Graph Discrete Reconstruction for Efficient Multi-View Clustering https://www.computer.org/csdl/journal/tk/2026/07/11478382/2fy5uYTyMmc 06/11/2026 12:34 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3682510 Sharpness-Aware Poisoning: Enhancing Transferability of Injective Attacks on Recommender Systems https://www.computer.org/csdl/journal/tk/2026/07/11479821/2fEJfeePqMM 06/11/2026 12:57 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3682785 Counting Butterflies Over Streaming Bipartite Graphs With Duplicate Edges https://www.computer.org/csdl/journal/tk/2026/07/11479824/2fEJf7HLQaI 06/11/2026 12:54 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3682749 LLMOps in Action: A Framework for Designing, Deploying, and Governing Advanced Chatbots https://www.computer.org/csdl/journal/tk/2026/07/11479874/2fEJeWY8u9q 06/11/2026 12:38 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3682862 Self-Supervised Aggregation Framework for Text-Attributed Heterogeneous Graphs Representation https://www.computer.org/csdl/journal/tk/2026/07/11479892/2fEJeHSh0iI 06/11/2026 12:33 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3683100 Scalable Network Embedding With Approximate Equitable Partitions https://www.computer.org/csdl/journal/tk/2026/07/11479895/2fEJfqQyJ0s 06/29/2026 8:01 pm PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3682970 Benefit From Noise: Detecting Time-Series Anomaly by Distinguishing Prior and Posterior Noises https://www.computer.org/csdl/journal/tk/2026/07/11479897/2fEJfkfwKzu 06/11/2026 1:09 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3682883 Maximal Prevalent Region Identification and Classification for Spatial Co-location Patterns https://www.computer.org/csdl/journal/tk/2026/07/11480427/2fEJfBrG77O 06/11/2026 1:20 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3682605 Influence Strength Estimation in Hyperbolic Space for Social Influence Maximization https://www.computer.org/csdl/journal/tk/2026/07/11480745/2fEJer9DVh6 06/11/2026 12:14 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3683562 PoTable: Toward Systematic Thinking via Plan-Then-Execute Stage Reasoning on Tables https://www.computer.org/csdl/journal/tk/2026/07/11481790/2fHHupXv01G 06/11/2026 12:38 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3684047 Efficient Federated Learning With Mean Block Difference-Based Global Aggregation and Patience-Based Local Training https://www.computer.org/csdl/journal/tk/2026/07/11481795/2fHHuiHjbJm 06/11/2026 12:27 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3684304 Furion: Efficient and Atomic Cross-Blockchain Transactions Through Multi-Future Exploration https://www.computer.org/csdl/journal/tk/2026/07/11482499/2fJHPmLQnV6 06/11/2026 12:32 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3684675 MTRM: Multi-Granularity Trend-Aware Retrieval and Modeling for Temporal Knowledge Graph Extrapolation https://www.computer.org/csdl/journal/tk/2026/07/11482508/2fJHPgw6keY 06/11/2026 12:29 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3684753 Intra-Group Individual Item Fairness-Aware Recommendation https://www.computer.org/csdl/journal/tk/2026/07/11482536/2fJHOYUYgeY 06/11/2026 12:02 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3683437 SAFA: Sequential Recommendation With Adaptive Sparse Attention and Frequency-Aware Encoding https://www.computer.org/csdl/journal/tk/2026/07/11489479/2fTjNXbLaSI 06/11/2026 1:00 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3686613 Evidential Reliable Fusion for Partial Multi-View Incomplete Multi-Label Classification https://www.computer.org/csdl/journal/tk/2026/07/11501216/2g6WwUBS0dW 06/11/2026 1:15 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3689103 CACE: A Framework for Generating Counterfactual Explanations Aligned With Causal Structure via Jointly Learned Conditional Distributions https://www.computer.org/csdl/journal/tk/2026/07/11501748/2g6Wwm9Suqs 06/11/2026 12:45 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3689207 MGDN: A Graph of Graphs Neural Network for Malware Detection https://www.computer.org/csdl/journal/tk/2026/07/11501758/2g6Ww7wY5Qk 06/11/2026 12:26 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3689176 Multi-Label Feature Selection Under Coverage Imbalance and Feature Redundancy https://www.computer.org/csdl/journal/tk/2026/07/11501768/2g6WwCym3du 06/11/2026 1:01 am PST http://doi.ieeecomputersociety.org/10.1109/TKDE.2026.3689192 Controllable Exploration-Exploitation in User-Item Interactions Toward Long-Term Recommendation Gains: A Pane-Aware Graph Transformer Architecture 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