dynamic graph

FGDGNN: Fine-Grained Dynamic Graph Neural Network for Rumor Detection on Social Media ACL 2025 MaskDGNN: Self-Supervised Dynamic Graph Neural Networks with Activeness-aware Temporal Masking IJCAI 2025 Modeling Interactions Between Stocks Using LLM-Enhanced Graphs for Volume Prediction COLING 2025 Multimodal Document-level Triple Extraction via Dynamic Graph Enhancement and Relation-Aware Reflection EMNLP 2025 Node-Time Conditional Prompt Learning in Dynamic Graphs ICLR 2025 Practicable Black-Box Evasion Attacks on Link Prediction in Dynamic Graphs—a Graph Sequential Embedding Method AAAI 2025 PRAGA: Prototype-aware Graph Adaptive Aggregation for Spatial Multi-modal Omics Analysis AAAI 2025 Rationalizing and Augmenting Dynamic Graph Neural Networks ICLR 2025 Responsive Dynamic Graph Disentanglement for Metro Flow Forecasting AAAI 2025 Revealing Concept Shift in Spatio-Temporal Graphs via State Learning IJCAI 2025 STAMImputer: Spatio-Temporal Attention MoE for Traffic Data Imputation IJCAI 2025 SynGraph: A Dynamic Graph-LLM Synthesis Framework for Sparse Streaming User Sentiment Modeling ACL 2025 TMetaNet: Topological Meta-Learning Framework for Dynamic Link Prediction ICML 2025 Understanding GNNs and Homophily in Dynamic Node Classification AISTATS 2025 Valid Conformal Prediction for Dynamic GNNs ICLR 2025 A Deep Probabilistic Spatiotemporal Framework for Dynamic Graph Representation Learning with Application to Brain Disorder Identification IJCAI 2024 DHGCN: Dynamic Hop Graph Convolution Network for Self-Supervised Point Cloud Learning AAAI 2024 DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs NeurIPS 2024 Dynamicity-aware Social Bot Detection with Dynamic Graph Transformers IJCAI 2024 Dynamic Spectral Clustering with Provable Approximation Guarantee ICML 2024 Dynamic Spiking Graph Neural Networks AAAI 2024 FreeDyG: Frequency Enhanced Continuous-Time Dynamic Graph Model for Link Prediction ICLR 2024 Improving Generalization of Dynamic Graph Learning via Environment Prompt NeurIPS 2024 Incremental Topological Ordering and Cycle Detection with Predictions ICML 2024 Knowledge-Empowered Dynamic Graph Network for Irregularly Sampled Medical Time Series NeurIPS 2024