dynamic graph

Learning Complete Protein Representation by Dynamically Coupling of Sequence and Structure NeurIPS 2024 MDGNN: Multi-Relational Dynamic Graph Neural Network for Comprehensive and Dynamic Stock Investment Prediction AAAI 2024 Multi-Scale Dynamic Graph Learning for Time Series Anomaly Detection (Student Abstract) AAAI 2024 Pre-DyGAE: Pre-training Enhanced Dynamic Graph Autoencoder for Occupational Skill Demand Forecasting IJCAI 2024 Spear and Shield: Adversarial Attacks and Defense Methods for Model-Based Link Prediction on Continuous-Time Dynamic Graphs AAAI 2024 Supra-Laplacian Encoding for Transformer on Dynamic Graphs NeurIPS 2024 TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts ICLR 2024 Towards Dynamic Spatial-Temporal Graph Learning: A Decoupled Perspective AAAI 2024 Using Time-Aware Graph Neural Networks to Predict Temporal Centralities in Dynamic Graphs NeurIPS 2024 CARE: Modeling Interacting Dynamics Under Temporal Environmental Variation NeurIPS 2023 Directed Acyclic Graph Structure Learning from Dynamic Graphs AAAI 2023 Dynamic Graph Enhanced Contrastive Learning for Chest X-Ray Report Generation CVPR 2023 Dynamic Heterogeneous Graph Attention Neural Architecture Search AAAI 2023 Enhancing Dynamic GCN for Node Attribute Forecasting with Meta Spatial-Temporal Learning (Student Abstract) AAAI 2023 Environment-Aware Dynamic Graph Learning for Out-of-Distribution Generalization NeurIPS 2023 GReTo: Remedying dynamic graph topology-task discordance via target homophily ICLR 2023 HDG-ODE: A Hierarchical Continuous-Time Model for Human Pose Forecasting ICCV 2023 K-Truss Based Temporal Graph Convolutional Network for Dynamic Graphs ACML 2023 Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions AAAI 2023 Learning Decomposed Spatial Relations for Multi-Variate Time-Series Modeling AAAI 2023 Orders Are Unwanted: Dynamic Deep Graph Convolutional Network for Personality Detection AAAI 2023 SAD: Semi-Supervised Anomaly Detection on Dynamic Graphs IJCAI 2023 Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks AAAI 2023 Sentiment Analysis on Streaming User Reviews via Dual-Channel Dynamic Graph Neural Network EMNLP 2023 Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts NeurIPS 2023