Graph Neural Networks

Causal Inference over Visual-Semantic-Aligned Graph for Image Classification AAAI 2025 Causal Invariance-aware Augmentation for Brain Graph Contrastive Learning ICML 2025 CBGBench: Fill in the Blank of Protein-Molecule Complex Binding Graph ICLR 2025 CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition ICML 2025 CEGS: Configuration Example Generalizing Synthesizer NSDI 2025 Centrality-guided Pre-training for Graph ICLR 2025 CFiCS: Graph-Based Classification of Common Factors and Microcounseling Skills NAACL 2025 CG-TGAN: Conditional Generative Adversarial Networks with Graph Neural Networks for Tabular Data Synthesizing AAAI 2025 ChainHOI: Joint-based Kinematic Chain Modeling for Human-Object Interaction Generation CVPR 2025 Circuit Representation Learning with Masked Gate Modeling and Verilog-AIG Alignment ICLR 2025 Clean-Label Graph Backdoor Attack in the Node Classification Task AAAI 2025 CLeVeR: Multi-modal Contrastive Learning for Vulnerability Code Representation ACL 2025 Cluster-guided Contrastive Class-imbalanced Graph Classification AAAI 2025 Code-Generated Graph Representations Using Multiple LLM Agents for Material Properties Prediction ICML 2025 CoDy: Counterfactual Explainers for Dynamic Graphs ICML 2025 CognTKE: A Cognitive Temporal Knowledge Extrapolation Framework AAAI 2025 Community-Aware Graph Transformer for Brain Disorder Identification IJCAI 2025 Community-Centric Graph Unlearning AAAI 2025 Commute Graph Neural Networks ICML 2025 COMRECGC: Global Graph Counterfactual Explainer through Common Recourse ICML 2025 Conformal Prediction for Federated Graph Neural Networks with Missing Neighbor Information UAI 2025 Consistent Time-of-Flight Depth Denoising via Graph-Informed Geometric Attention ICCV 2025 Context-aware Graph Neural Network for Graph-based Fraud Detection with Extremely Limited Labels AAAI 2025 ContextGNN: Beyond Two-Tower Recommendation Systems ICLR 2025 Contextual Structure Knowledge Transfer for Graph Neural Networks AAAI 2025