IEEE Transactions on Knowledge and Data Engineering

Titel Veröffentlichungsdatum Sprache Zitate
Toward Enhanced Robustness in Unsupervised Graph Representation Learning: A Graph Information Bottleneck Perspective2024/01/01
Multi-Label Classification With High-Rank and High-Order Label Correlations2024/01/01
Online Learning from Evolving Feature Spaces with Deep Variational Models2024/01/01
CHGNN: A Semi-Supervised Contrastive Hypergraph Learning Network2024/01/01
Edge-Protected Triangle Count Estimation under Relationship Local Differential Privacy2024/01/01
MorphDAG: A Workload-Aware Elastic DAG-Based Blockchain2024/01/01
Sentence Bag Graph Formulation for Biomedical Distant Supervision Relation Extraction2024/01/01
Data-Aware Adaptive Compression for Stream Processing2024/01/01
PanDa: Prompt Transfer Meets Knowledge Distillation for Efficient Model Adaptation2024/01/01
Text-Rich Graph Neural Networks with Subjective-Objective Semantic Modeling2024/01/01
Online Learning for Data Streams With Incomplete Features and Labels2024/01/01
A Teacher-Free Graph Knowledge Distillation Framework With Dual Self-Distillation2024/01/01
Mitigating Hidden Confounding Effects for Causal Recommendation2024/01/01
Differentially Private Federated Learning on Non-iid Data: Convergence Analysis and Adaptive Optimization2024/01/01
When Transformer Meets Large Graphs: An Expressive and Efficient Two-View Architecture2024/01/01
A Survey for Federated Learning Evaluations: Goals and Measures2024/01/01
FELight: Fairness-Aware Traffic Signal Control Via Sample-Efficient Reinforcement Learning2024/01/01
A Unified Meta-learning Framework for Fair Ranking with Curriculum Learning2024/01/01
Online Feature Selection with Varying Feature Spaces2024/01/01
Attention Is Not the Only Choice: Counterfactual Reasoning for Path-Based Explainable Recommendation2024/01/01
Efficient Algorithms for Personalized PageRank Computation: A Survey2024/01/01
MatchXML: An Efficient Text-label Matching Framework for Extreme Multi-label Text Classification2024/01/01
An Experimental Study on Federated Equi-Joins2024/01/01
Diba: A Re-Configurable Stream Processor2024/01/01
A Novel Algorithm for Efficiently Mining Spatial Multi-level Co-location Patterns2024/01/01
Revisiting Attack-caused Structural Distribution Shift in Graph Anomaly Detection2024/01/01
BiTDB: Constructing A Built-in TEE Secure Database for Embedded Systems2024/01/01
SHINE: A Scalable Heterogeneous Inductive Graph Neural Network for Large Imbalanced Datasets2024/01/01
CCML: Curriculum and Contrastive Learning Enhanced Meta-Learner for Personalized Spatial Trajectory Prediction2024/01/01
Unravelling Token Ecosystem of EOSIO Blockchain2024/01/01