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108 papers

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Co-occurring keywords

graph neural network (3962) link prediction (624) representation learning (6206) graph representation learning (246) temporal graph (59) graph convolutional network (658) node classification (482) anomaly detection (747) graph embedding (349) contrastive learning (4032)

Papers

BGM: Demand Prediction for Expanding Bike-Sharing Systems with Dynamic Graph Modeling IJCAI 2025
MaskDGNN: Self-Supervised Dynamic Graph Neural Networks with Activeness-aware Temporal Masking IJCAI 2025
A Generalizable Anomaly Detection Method in Dynamic Graphs AAAI 2025
Breaking Grid Constraints: Dynamic Graph Reconstruction Network for Multi-organ Segmentation ICCV 2025
Responsive Dynamic Graph Disentanglement for Metro Flow Forecasting AAAI 2025
DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs NIPS 2024
Dynamicity-aware Social Bot Detection with Dynamic Graph Transformers IJCAI 2024
Improving Generalization of Dynamic Graph Learning via Environment Prompt NIPS 2024
Multi-Scale Dynamic Graph Learning for Time Series Anomaly Detection (Student Abstract) AAAI 2024
Using Time-Aware Graph Neural Networks to Predict Temporal Centralities in Dynamic Graphs NIPS 2024
Dynamic Spiking Graph Neural Networks AAAI 2024
MDGNN: Multi-Relational Dynamic Graph Neural Network for Comprehensive and Dynamic Stock Investment Prediction AAAI 2024
Spear and Shield: Adversarial Attacks and Defense Methods for Model-Based Link Prediction on Continuous-Time Dynamic Graphs AAAI 2024
Knowledge-Empowered Dynamic Graph Network for Irregularly Sampled Medical Time Series NIPS 2024
DHGCN: Dynamic Hop Graph Convolution Network for Self-Supervised Point Cloud Learning AAAI 2024
Towards Dynamic Spatial-Temporal Graph Learning: A Decoupled Perspective AAAI 2024
A Deep Probabilistic Spatiotemporal Framework for Dynamic Graph Representation Learning with Application to Brain Disorder Identification IJCAI 2024
Pre-DyGAE: Pre-training Enhanced Dynamic Graph Autoencoder for Occupational Skill Demand Forecasting IJCAI 2024
Supra-Laplacian Encoding for Transformer on Dynamic Graphs NIPS 2024
Learning Complete Protein Representation by Dynamically Coupling of Sequence and Structure NIPS 2024
Orders Are Unwanted: Dynamic Deep Graph Convolutional Network for Personality Detection AAAI 2023
HDG-ODE: A Hierarchical Continuous-Time Model for Human Pose Forecasting ICCV 2023
Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions AAAI 2023
Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks AAAI 2023
CARE: Modeling Interacting Dynamics Under Temporal Environmental Variation NIPS 2023