Label Noise Correction for Federated Learning: A Secure, Efficient and Reliable Realization.

SACH: Significant-Attributed Community Search in Heterogeneous Information Networks.

SecMdp: Towards Privacy-Preserving Multimodal Deep Learning in End-Edge-Cloud.

Deep Dirichlet Process Mixture Model for Non-parametric Trajectory Clustering.

FedDGCL: Federated Graph Neural Network with Dual Graph Contrast Learning for Multivariable Time Series Forecasting.

OblivChain: Enabling Oblivious Queries for Blockchain Light Clients with Malicious Security.

Trajectory Completion via Context-Guided Neural Filtering and Encoding.

Privacy-Preserving and Efficient Model Aggregation in Edge-Assisted Federated Learning.

TimeGAE: A Multivariate Time-Series Generation Method via Graph Auto Encoder.

Post-Quantum Searchable Encryption Supporting User-Authorization for Outsourced Data Management.

FCS-HGNN: Flexible Multi-type Community Search in Heterogeneous Information Networks.

GNN-Based Persistent K-core Community Search in Temporal Graphs.

Towards Dynamic and Reliable Private Key Management for Hierarchical Access Structure in Decentralized Storage.

OpenGDA: Graph Domain Adaptation Benchmark for Cross-network Learning.

Improving Graph Domain Adaptation with Network Hierarchy.

CANA: Causal-enhanced Social Network Alignment.

TOAK: A Topology-oriented Attack Strategy for Degrading User Identity Linkage in Cross-network Learning.

DCGNN: Dual-Channel Graph Neural Network for Social Bot Detection.

Cross-Scenario Maneuver Decision with Adaptive Perception for Autonomous Driving.

Batch-Mix Negative Sampling for Learning Recommendation Retrievers.

Causality and Independence Enhancement for Biased Node Classification.

Multi-attributed Community Search in Road-social Networks.

Cohesive Group Nearest Neighbor Queries Over Road-Social Networks.

Gabor-Filtering-Based Completed Local Binary Patterns for Land-Use Scene Classification.