IEEE Transactions on Big Data

IEEE Transactions on Big Data https://www.computer.org/csdl/journal/bd 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 ASHSniper: Automatic One-Shot Hyperparameter Selection for Density Peaks Clustering https://www.computer.org/csdl/journal/bd/2026/04/11415624/2es6IVM4wfu 07/14/2026 11:20 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3668657 An Empirical Study Challenging the Ability of Heterogeneous Graph Neural Networks to Effectively Learn Topological Structures https://www.computer.org/csdl/journal/bd/2026/04/11415629/2es6JoryELu 07/14/2026 11:31 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3668622 A Survey of Large Language Models for Traffic Forecasting: Methods and Applications https://www.computer.org/csdl/journal/bd/2026/04/11415630/2es6J1BHtXG 07/14/2026 11:21 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3668685 Design of Granular Fuzzy Relation Models in Horizontal Federated Learning https://www.computer.org/csdl/journal/bd/2026/04/11415632/2es6IPA1fgc 07/14/2026 11:17 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3668597 LLM With Relation Classifier for Document-Level Relation Extraction https://www.computer.org/csdl/journal/bd/2026/04/11415643/2es6I1jSPjW 07/14/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3668580 PEXP: A Scalable Parallel Tree-Based Framework for Interpreting Models on Big Data https://www.computer.org/csdl/journal/bd/2026/04/11415648/2es6J8vsYYU 07/14/2026 11:25 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3668673 Learning From Mixed-Class N-Tuples and Unlabeled Data https://www.computer.org/csdl/journal/bd/2026/04/11415660/2es6ItuIhMY 07/14/2026 11:11 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3668573 Label Correction via Contrastive Embedding for Noisy Multi-Label Learning https://www.computer.org/csdl/journal/bd/2026/04/11415665/2es6HUJq396 07/14/2026 11:04 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3668645 Extract and Refine Brain Subgraph for Disorder Analysis via Cross-Domain Learning https://www.computer.org/csdl/journal/bd/2026/04/11415668/2es6IdWsUVO 07/14/2026 11:10 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3668682 Efficient Dataset Distillation via Generative Pruning https://www.computer.org/csdl/journal/bd/2026/04/11415684/2es6IGUoYU0 07/14/2026 11:13 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3668524 Trajectory Similarity Hash Learning With Spatio-Temporal GRU https://www.computer.org/csdl/journal/bd/2026/04/11432961/2eNCabA3Vo4 07/14/2026 11:03 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3673416 CEGOOD: Community Enhanced Graph Out-of-Distribution Detection https://www.computer.org/csdl/journal/bd/2026/04/11433025/2eNCaiWMvFS 07/17/2026 8:00 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3673392 Real-Time Multi-Modal Social Event Detection: A New Dataset and a Key Instance-Driven, Quality-Aware Graph Neural Network https://www.computer.org/csdl/journal/bd/2026/04/11434913/2ePh3QWfz6o 07/14/2026 11:03 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3668616 Enhanced Approaches for Anomaly Detection in Streaming Data: Coupling Gaussian Distributions With Space Trees and Adaptive AutoEncoders https://www.computer.org/csdl/journal/bd/2026/04/11458590/2fj9mOtmlEs 07/14/2026 11:29 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3679567 HGMRec: A Hypergraph-Based Medical Knowledge-Enhanced Literature Recommendation Model https://www.computer.org/csdl/journal/bd/2026/04/11458638/2fj9noDNre8 07/14/2026 11:31 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3679457 Causal Multi-Interest Fusion for Distribution-Robust Sequential Recommendation https://www.computer.org/csdl/journal/bd/2026/04/11458725/2fj9myG4eTS 07/14/2026 11:27 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3679591 Semi-Supervised Short Text Stream Clustering With Dual-View Semantic Representation and Cluster-Complement Learning https://www.computer.org/csdl/journal/bd/2026/04/11458737/2fj9ml1kNTq 07/14/2026 11:00 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3679463 MAVS:Matrix-Based Attention-Guided Variable Separation and Spectral Clustering for Cancer Subtype Identification https://www.computer.org/csdl/journal/bd/2026/04/11458829/2fj9mHgRk2Y 07/14/2026 11:28 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3679583 Random Matrix-Based Particle Swarm Optimization for Large-Scale Optimization https://www.computer.org/csdl/journal/bd/2026/04/11458874/2fj9n3lju80 07/14/2026 11:30 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3679582 Addressing Long-Tailed Spatial and Category Imbalances in Citywide Incident Prediction https://www.computer.org/csdl/journal/bd/2026/04/11460224/2fkOgtpIuwU 07/14/2026 11:32 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3679574 PureRx: A Non-Fungible Token-Based Prescription Management for Efficient and Secure Healthcare System https://www.computer.org/csdl/journal/bd/2026/04/11471032/2fmt9A02Hle 07/14/2026 11:15 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3679606 A Survey of Blockchain Privacy Protection in Intra-Chain and Cross-Chain Scenarios: State-of-the-Art, Challenges, and Future Work https://www.computer.org/csdl/journal/bd/2026/04/11493731/2fWDC93nLkk 07/14/2026 11:11 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3687094 Discovering High-Utility Sequential Rules With Increasing Utility Ratio https://www.computer.org/csdl/journal/bd/2026/04/11498641/2g6Wt1EpLmo 07/14/2026 11:07 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3689016 Predictive Completion Enhanced Deep Hashing With Auxiliary Code Guidance for Incomplete Cross-Modal Retrieval https://www.computer.org/csdl/journal/bd/2026/04/11498690/2g6Wt6v0Y6I 07/14/2026 11:19 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3689012 Representation Decorrelation Guided Robust Image Retrieval Against Label Noise https://www.computer.org/csdl/journal/bd/2026/04/11498691/2g6Wtz7F7k4 07/14/2026 11:30 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3689013 Event-Driven Financial Market Analyses Using a Multi-Agent Framework https://www.computer.org/csdl/journal/bd/2026/04/11498698/2g6WsPdKPde 07/14/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3688995 GeMeR-TS: Generative Memory-Based Retrieval and Mixture-of-Experts for Cross-Domain Time-Series Forecasting https://www.computer.org/csdl/journal/bd/2026/04/11499420/2g6WsWIHMgU 07/14/2026 11:02 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3689009 Constant-Round Privacy-Preserving KNN Classification Based on Function Secret Sharing https://www.computer.org/csdl/journal/bd/2026/04/11499444/2g6Wtbq9KW4 07/14/2026 11:21 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3689015 A Multimodal Implicit Q-Learning Based Football Goalkeeper Performance Evaluating Model https://www.computer.org/csdl/journal/bd/2026/04/11500457/2g6Wtu1ani8 07/14/2026 11:28 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3688991 Near-Optimal Joint Compression-Encryption Schemes for Big Data Storage With Asymmetric Numeral Systems https://www.computer.org/csdl/journal/bd/2026/03/11277403/2cjCPc8Abhm 05/18/2026 4:46 am PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3639931 TrustChain: A Blockchain Framework for Auditing and Verifying Aggregators in Decentralized Federated Learning https://www.computer.org/csdl/journal/bd/2026/03/11278062/2cjCPmqGrGo 05/18/2026 4:53 am PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3639977 Multi-Scale Temporal Interpolation Patch Graph Neural Network for Multivariate Time Series Forecasting With Missing Values https://www.computer.org/csdl/journal/bd/2026/03/11278081/2cjCQ79GxcQ 05/18/2026 5:01 am PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3639915 rPBFT: Reliable Practical Byzantine Fault Tolerance Mechanism for Faulty Distributed Networks https://www.computer.org/csdl/journal/bd/2026/03/11300942/2cthP5HcS9a 05/18/2026 8:00 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3644587 GBDE: Granular-Ball Textual Adversarial Attacks With Differential Evolution https://www.computer.org/csdl/journal/bd/2026/03/11300948/2cthOPV39UQ 05/18/2026 4:48 am PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3644670 PieSketch: Finding Core Composition of Frequent Keys in High-Speed Data Streams https://www.computer.org/csdl/journal/bd/2026/03/11300951/2cthPiS8quQ 05/18/2026 8:00 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3644650 PLM<inline-formula><tex-math notation="LaTeX">$^{3}$</tex-math></inline-formula>RC: A PLM-Based Method for Multilingual Relation Classification Without Using Parallel Corpora https://www.computer.org/csdl/journal/bd/2026/03/11300968/2cthPcM2JeU 05/18/2026 5:03 am PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3644648 Benchmarking LLMs Against Human Translators: A Comprehensive Evaluation Across Languages, Domains, and Expertise Levels https://www.computer.org/csdl/journal/bd/2026/03/11300973/2cthOVZIRws 05/18/2026 5:02 am PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3644594 TERM Model: Tensor Ring Mixture Model for Density Estimation https://www.computer.org/csdl/journal/bd/2026/03/11314735/2cHSxbufVsc 05/18/2026 4:56 am PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3648288 Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures https://www.computer.org/csdl/journal/bd/2026/03/11314741/2cHSxieWgjm 05/18/2026 4:57 am PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3648314 Substructure-Aware Graph Representation Learning via Adaptive Node Absorbing https://www.computer.org/csdl/journal/bd/2026/03/11314744/2cHSwU2MdSo 05/18/2026 4:51 am PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3648304 MS2M: Multi-Granularity Self-Supervised Second-Order Multiple Instance Learning for Breast Cancer Pathology Image https://www.computer.org/csdl/journal/bd/2026/03/11314747/2cHSx0KCzqU 05/18/2026 4:56 am PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3648289 RAT: <underline>R</underline>esidual <underline>A</underline>ttention <underline>T</underline>ransformer for Tabular Data https://www.computer.org/csdl/journal/bd/2026/03/11320439/2cTQp8LRd9m 05/18/2026 4:58 am PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3650053 OpenNOD: Modeling Event-Driven Opinion Dynamics in Open Social Networks https://www.computer.org/csdl/journal/bd/2026/03/11320451/2cTQplp0v1m 05/18/2026 5:04 am PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3650059 Learn to Cluster Human Mobility Pattern for Post-Disaster Analysis https://www.computer.org/csdl/journal/bd/2026/03/11347498/2ddL8S2jeXS 05/18/2026 4:49 am PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3653656 PsycHin: Finding the Trade-Off With Heterogeneous Information Network Toward Psychometric Preference Assessment https://www.computer.org/csdl/journal/bd/2026/03/11347540/2dfq1DvN30I 05/18/2026 4:59 am PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3653641 Aligning Authentic Location Shares With Mobility Information Bottleneck https://www.computer.org/csdl/journal/bd/2026/03/11347560/2dfq1pY9AfS 05/18/2026 4:54 am PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3653638 Modeling Complex Infectious Disease Dynamics by Distinguishing Susceptible Populations https://www.computer.org/csdl/journal/bd/2026/03/11347591/2dfq1wKfULm 05/18/2026 4:59 am PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3653627 Accelerating Heterogeneous Tensor Parallelism via Flexible Workload Control https://www.computer.org/csdl/journal/bd/2026/03/11362926/2dw14Ecx9Qc 05/18/2026 4:45 am PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3657302 Abstractive Summarization of Large Document Collections Using GPT https://www.computer.org/csdl/journal/bd/2026/03/11415383/2eqrNpTj5Li 05/18/2026 4:44 am PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3668604 Contrastive Prompt Learning in Structured Graph Networks for Multimodal Fake News Detection https://www.computer.org/csdl/journal/bd/2026/03/11415627/2es6JCzfb2w 05/18/2026 5:09 am PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3668483 A Malicious and Anti-Malicious Information Propagation Dynamics Model Based on Higher-Order Diffusion Networks https://www.computer.org/csdl/journal/bd/2026/03/11415636/2es6I7H0snK 05/18/2026 4:54 am PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3668545 Achieving Distributive Justice in Federated Learning via Uncertainty Quantification https://www.computer.org/csdl/journal/bd/2026/03/11415647/2es6Jvp0Wty 05/18/2026 5:07 am PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3668474 A Comprehensive Survey of Knowledge Graph Reasoning: Approaches and Applications https://www.computer.org/csdl/journal/bd/2026/03/11415651/2es6JhI0IqA 05/18/2026 5:05 am PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3668633 Diffusion-Based Multi-Agent With Reinforcement Learning for Multimodal-Based Recommendation https://www.computer.org/csdl/journal/bd/2026/03/11415661/2es6HC7h2gM 05/18/2026 4:50 am PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3668564 Survey on Federated Unlearning: Challenges and Opportunities https://www.computer.org/csdl/journal/bd/2026/03/11415662/2es6IzzXbEI 05/18/2026 4:56 am PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3668538 Preference-Aware Multimodal Contrastive Learning Recommendation https://www.computer.org/csdl/journal/bd/2026/03/11415690/2es6HHZso9y 05/18/2026 4:51 am PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2026.3668549 ACJoin: A Low-Latency Multi-Table Join Order Selection Model With Minimum Cost Using Asynchronous Advantage Actor-Critic https://www.computer.org/csdl/journal/bd/2026/02/11195187/2aCHa5eM5K8 03/17/2026 11:08 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3618478 Lightweight Scope Integration Network for Rail Surface Defect Detection https://www.computer.org/csdl/journal/bd/2026/02/11195199/2aCH9QzjiZq 03/17/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3618444 Bridging the Gaps: A Comprehensive Review of Data Management Capability Maturity Models in the Digital Era https://www.computer.org/csdl/journal/bd/2026/02/11202595/2aMEAf2Z0vC 03/17/2026 11:24 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3621149 Long-Tail Inductive Feature Transfer for Knowledge-Aware Multi-Behavior Recommendation https://www.computer.org/csdl/journal/bd/2026/02/11202604/2aOjthnTsC4 03/17/2026 11:02 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3621152 The Faiss Library https://www.computer.org/csdl/journal/bd/2026/02/11202651/2aMEA0PkUve 03/17/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3618474 CAPTOR: Cyber Attack Protection via Temporal Online Graph Representation Learning https://www.computer.org/csdl/journal/bd/2026/02/11208532/2aYgVasLWZa 03/17/2026 11:09 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3621145 Taylor-Sensus Network: Embracing Noise to Enlighten Uncertainty for Scientific Data https://www.computer.org/csdl/journal/bd/2026/02/11215959/2b3fDAIUlAQ 03/17/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3624982 Visual Question Answer Model Based on Crop Diseases External Knowledge for Smart Agriculture https://www.computer.org/csdl/journal/bd/2026/02/11215980/2b3fDHdpy2k 03/17/2026 11:11 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3624953 Probability-Guided Contrastive Learning for Long-Tailed Domain Generalization https://www.computer.org/csdl/journal/bd/2026/02/11216013/2b3fDYNpdw4 03/17/2026 11:24 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3624965 RDNet: Rotate-Groundtruth Augmentation and Decoupled Attention HEAD for 3D Object Detection https://www.computer.org/csdl/journal/bd/2026/02/11216017/2b3fDMBvq8g 03/17/2026 11:11 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3624947 NTFormer: A Composite Node Tokenized Graph Transformer for Node Classification https://www.computer.org/csdl/journal/bd/2026/02/11216032/2b3fDSAMKgE 03/17/2026 11:14 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3624955 Weakly-Supervised Camouflaged Object Detection via SAM-Guided Resolution Iteration Learning https://www.computer.org/csdl/journal/bd/2026/02/11216034/2b3fDuBGfOE 03/17/2026 11:00 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3624975 GraphLLM: Boosting Graph Reasoning Ability of Large Language Model https://www.computer.org/csdl/journal/bd/2026/02/11222956/2beRY3DqIeI 03/17/2026 11:04 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3627488 Big Data-Driven UAV Regulatory Compliance: Frameworks, Challenges, and Opportunities https://www.computer.org/csdl/journal/bd/2026/02/11223105/2bgwUUIErxm 04/17/2026 8:00 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3627501 Correlation Matters in Deep Clustering: Transforming Clustering Into Self-Supervised Multi-Label Learning https://www.computer.org/csdl/journal/bd/2026/02/11223117/2bgwUFaYgWk 03/17/2026 11:03 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3627494 LLM-Based Data Augmentation Method in Reinforcement Learning With Machine-Unlearning and Fine-Tuning https://www.computer.org/csdl/journal/bd/2026/02/11235955/2bxcajUO9wc 03/17/2026 11:04 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3630807 Structure-Aware Attack on Graph Neural Networks via Imperceptible Node Injection https://www.computer.org/csdl/journal/bd/2026/02/11235979/2bxcapXd45i 03/17/2026 11:07 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3630819 Toward Federated Learning Against Noisy Clients via CLIP-Guided Prototypes https://www.computer.org/csdl/journal/bd/2026/02/11236808/2bxcawe5whG 03/17/2026 11:15 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3630997 Proxy-Based Dynamic View Alignment With Cross-View Structure Preservation for Multi-View Clustering https://www.computer.org/csdl/journal/bd/2026/02/11266924/2bUqQEJCErS 03/17/2026 11:13 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3635898 Incremental Granular-Ball Fuzzy Concept Learning With Information Filtering and Fusion https://www.computer.org/csdl/journal/bd/2026/02/11275633/2c9mYfXyX9C 03/17/2026 11:16 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3639902 Versatile and Risk-Sensitive Cardiac Diagnosis via Graph-Based ECG Signal Representation https://www.computer.org/csdl/journal/bd/2026/02/11275673/2c9mYm4vrNK 03/17/2026 11:23 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3639986 A High-Throughput Method for Fabric in Scenarios With Multiple Aborted Transactions https://www.computer.org/csdl/journal/bd/2026/02/11275841/2c9mY6wPhcI 03/17/2026 11:12 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3639992 Lafa: Unlocking Superior Memory Efficiency via Adaptive Metadata Strategy for Scalable Large-Scale Dataset Loading https://www.computer.org/csdl/journal/bd/2026/02/11277383/2cjCPDPBL5C 03/17/2026 11:12 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3640011 Dual-Channel Learning Framework for miRNA-Drug Interaction Prediction Based on Structural Features and Signed Bipartite Graph Neural Network https://www.computer.org/csdl/journal/bd/2026/02/11277401/2cjCPhtQ44E 03/17/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3639954 A Fast Linearithmic Graph Clustering Approach for Big Data Using Gravitational Attraction Principle https://www.computer.org/csdl/journal/bd/2026/02/11277405/2cjCQceLhAs 03/17/2026 11:25 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3639917 Knockoff-Guided Feature Selection via a Single Pre-Trained Reinforced Agent https://www.computer.org/csdl/journal/bd/2026/02/11278018/2cjCPJSRt2U 03/17/2026 11:13 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3639973 Generation of Hard SAT Instances and Its Application in Negative Databases for Privacy Enhancement https://www.computer.org/csdl/journal/bd/2026/02/11278024/2cjCQhARXLW 03/17/2026 11:25 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3640025 SARF: Sparsity-Aware Reconstruction Framework for Large-Scale Datasets https://www.computer.org/csdl/journal/bd/2026/02/11278075/2cjCPtKhrxu 03/17/2026 11:12 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3639968 VDDFormer: A Variable Dependency Discrepancy-Based Transformer for Multivariate Time Series Anomaly Detection https://www.computer.org/csdl/journal/bd/2026/01/11129635/29jmSNf4AlG 01/20/2026 11:10 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3600004 Intent-Driven Semantic Query: An Effective Approach for Temporal Knowledge Graph Query https://www.computer.org/csdl/journal/bd/2026/01/11129659/29jmSqLDIOY 01/20/2026 11:05 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3600035 Sentences Based Adversarial Attack on AI-Generated Text Detectors https://www.computer.org/csdl/journal/bd/2026/01/11129662/29jmSGFKcH6 01/20/2026 11:09 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3600034 Can GNNs Learn Link Heuristics? a Concise Review and Evaluation of Link Prediction Methods https://www.computer.org/csdl/journal/bd/2026/01/11129678/29jmSTH1oCA 01/20/2026 11:17 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3600031 ST-DDGAN: A Traffic Data Compensation Model Based on Image Restoration Technology https://www.computer.org/csdl/journal/bd/2026/01/11129871/29jmSbewKu4 01/20/2026 11:00 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3600037 TAG: Triple Alignment With Rationale Generation for Knowledge-Based Visual Question Answering https://www.computer.org/csdl/journal/bd/2026/01/11129918/29jmSA4Ieg8 01/20/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3600012 Community-Imbalanced Graph Sampling https://www.computer.org/csdl/journal/bd/2026/01/11130379/29jmSkwsRoY 07/07/2026 8:00 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3600032 SDEC: Semantic Deep Embedded Clustering https://www.computer.org/csdl/journal/bd/2026/01/11142675/29yj2KzTico 01/20/2026 11:20 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3603433 Optimizing Deduplication Parameters via a Change-Estimation Analytical Model https://www.computer.org/csdl/journal/bd/2026/01/11144754/29zXXtZvsBy 01/20/2026 11:09 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3604171 scProGraph: A Cell Bagging Strategy for Cell Type Annotation With Gene Interaction-Aware Explainability https://www.computer.org/csdl/journal/bd/2026/01/11145117/29zXXc1X5ks 01/20/2026 11:05 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3604169 Optimal Transport Barycentric Aggregation for Byzantine-Resilient Federated Learning https://www.computer.org/csdl/journal/bd/2026/01/11145132/29zXXjFHBq8 01/20/2026 11:07 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3604177 MuGNet-CMI: Multi-Head Hybrid Graph Neural Network for Predicting circRNA-miRNA Interactions With Global High-Order and Local Low-Order Information https://www.computer.org/csdl/journal/bd/2026/01/11145166/29zXX40Vszu 01/20/2026 11:00 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3604175 Fast Convergent Federated Learning via Decaying SGD Updates https://www.computer.org/csdl/journal/bd/2026/01/11194127/2aB2gipl5Kw 01/20/2026 11:04 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3618454 Behavior Habits Enhanced Intention Learning for Session Based Recommendation https://www.computer.org/csdl/journal/bd/2026/01/11194163/2aB2gPHNGLK 01/20/2026 11:18 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3618463 Parallel Core Decomposition of Temporal Graphs https://www.computer.org/csdl/journal/bd/2026/01/11194199/2aB2gzpQTYc 01/20/2026 11:10 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3618443 Enhancing Recommendations With Knowledge-Guided Interest Contrast https://www.computer.org/csdl/journal/bd/2026/01/11194215/2aB2grVt9aE 01/20/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/TBDATA.2025.3618449 53