graph anomaly detection

Beyond Local Patterns: Multiscale Inconsistency Learning for Graph Anomaly Detection AAAI 2026 Binary Message Passing for Generalizable Semi-Supervised Graph Anomaly Detection AAAI 2026 Correcting False Alarms from Unseen: Adapting Graph Anomaly Detectors at Test Time AAAI 2026 Multi-dimensional Adaptive Mix-hop Contextual Learning Framework for Universal Graph Anomaly Detection AAAI 2026 SFGA: Similarity-Constrained Fusion Learning for Unsupervised Anomaly Detection in Multiplex Graphs AAAI 2026 Towards Automated Self-Supervised Learning for Truly Unsupervised Graph Anomaly Detection (Abstract Reprint) AAAI 2026 Towards Multiple Missing Values-resistant Unsupervised Graph Anomaly Detection AAAI 2026 DiffGAD: A Diffusion-based Unsupervised Graph Anomaly Detector ICLR 2025 Dual Encoder Contrastive Learning with Augmented Views for Graph Anomaly Detection IJCAI 2025 Dynamic Spectral Graph Anomaly Detection AAAI 2025 Federated Graph Anomaly Detection Through Contrastive Learning with Global Negative Pairs AAAI 2025 MEGAD: A Memory-Efficient Framework for Large-Scale Attributed Graph Anomaly Detection IJCAI 2025 NAAST-GNN: Neighborhood Adaptive Aggregation and Spectral Tuning for Graph Anomaly Detection IJCAI 2025 Open-Set Graph Anomaly Detection via Normal Structure Regularisation ICLR 2025 Rethinking Cancer Gene Identification Through Graph Anomaly Analysis AAAI 2025 Rethinking Contrastive Learning in Graph Anomaly Detection: A Clean-View Perspective IJCAI 2025 UniFORM: Towards Unified Framework for Anomaly Detection on Graphs AAAI 2025 Zero-shot Generalist Graph Anomaly Detection with Unified Neighborhood Prompts IJCAI 2025 ADA-GAD: Anomaly-Denoised Autoencoders for Graph Anomaly Detection AAAI 2024 ARC: A Generalist Graph Anomaly Detector with In-Context Learning NeurIPS 2024 Consistency Training with Learnable Data Augmentation for Graph Anomaly Detection with Limited Supervision ICLR 2024 Counterfactual Graph Learning for Anomaly Detection with Feature Disentanglement and Generation (Student Abstract) AAAI 2024 Generative Semi-supervised Graph Anomaly Detection NeurIPS 2024 Graph Anomaly Detection via Prototype-Aware Label Propagation (Student Abstract) AAAI 2024 Graph Anomaly Detection with Diffusion Model-Based Graph Enhancement (Student Abstract) AAAI 2024