Entity Alignment with Reliable Path Reasoning and Relation-aware Heterogeneous Graph Transformer

Mutual Distillation Learning Network for Trajectory-User Linking

MERIT：Learning Multi-level Representations on Temporal Graphs

Anomaly Detection by Leveraging Incomplete Anomalous Knowledge with Anomaly-Aware Bidirectional GANs

CTL-MTNet: A Novel CapsNet and Transfer Learning-Based Mixed Task Net for Single-Corpus and Cross-Corpus Speech Emotion Recognition

Multi-Graph Fusion Networks for Urban Region Embedding

Constrained Adaptive Projection with Pretrained Features for Anomaly Detection

Subgraph Neighboring Relations Infomax for Inductive Link Prediction on Knowledge Graphs

Reconstruction Enhanced Multi-View Contrastive Learning for Anomaly Detection on Attributed Networks

Data-Free Adversarial Knowledge Distillation for Graph Neural Networks

Self-supervised Graph Neural Networks for Multi-behavior Recommendation

Regularized Graph Structure Learning with Semantic Knowledge for Multi-variates Time-Series Forecasting

Control Globally, Understand Locally: A Global-to-Local Hierarchical Graph Network for Emotional Support Conversation

UM4: Unified Multilingual Multiple Teacher-Student Model for Zero-Resource Neural Machine Translation

CauAIN: Causal Aware Interaction Network for Emotion Recognition in Conversations

AdMix: A Mixed Sample Data Augmentation Method for Neural Machine Translation

Towards Joint Intent Detection and Slot Filling via Higher-order Attention

Ensemble Multi-Relational Graph Neural Networks