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dynamic graph

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

Graph2Video: Leveraging Video Models to Model Dynamic Graph Evolution AAAI 2026
Semantic-Aware Feature Enhancement for Partial Label Learning AAAI 2026
Unlocking Dynamic Inter-Client Spatial Dependencies: A Federated Spatio-temporal Graph Learning Method for Traffic Flow Forecasting AAAI 2026
Towards OOD Generalization in Dynamic Graphs via Causal Invariant Learning AAAI 2026
DyC-STG: Dynamic Causal Spatio-Temporal Graph Network for Real-time Data Credibility Analysis in IoT AAAI 2026
BAG: Benchmarking Anomaly Detection on Dynamic Graphs AAAI 2026
Meta Dynamic Graph for Traffic Flow Prediction AAAI 2026
FreqTAD: Multi-scale Frequency Encoding and Time-Frequency Attention for Anomaly Detection in Dynamic Graphs AAAI 2026
LLMTM: Benchmarking and Optimizing LLMs for Temporal Motif Analysis in Dynamic Graphs AAAI 2026
Modeling Interactions Between Stocks Using LLM-Enhanced Graphs for Volume Prediction COLING 2025
SynGraph: A Dynamic Graph-LLM Synthesis Framework for Sparse Streaming User Sentiment Modeling ACL 2025
A Dynamic Stiefel Graph Neural Network for Efficient Spatio-Temporal Time Series Forecasting IJCAI 2025
Multimodal Document-level Triple Extraction via Dynamic Graph Enhancement and Relation-Aware Reflection EMNLP 2025
Responsive Dynamic Graph Disentanglement for Metro Flow Forecasting AAAI 2025
A Survey on Temporal Interaction Graph Representation Learning: Progress, Challenges, and Opportunities IJCAI 2025
DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space Models AAAI 2025
Dynamic Graph Learning with Static Relations for Credit Risk Assessment AAAI 2025
AMAS: Adaptively Determining Communication Topology for LLM-based Multi-agent System EMNLP 2025
Efficient Dynamic Graphs Learning with Refined Batch Parallel Training IJCAI 2025
PRAGA: Prototype-aware Graph Adaptive Aggregation for Spatial Multi-modal Omics Analysis AAAI 2025
MaskDGNN: Self-Supervised Dynamic Graph Neural Networks with Activeness-aware Temporal Masking IJCAI 2025
BGM: Demand Prediction for Expanding Bike-Sharing Systems with Dynamic Graph Modeling IJCAI 2025
A Generalizable Anomaly Detection Method in Dynamic Graphs AAAI 2025
FGDGNN: Fine-Grained Dynamic Graph Neural Network for Rumor Detection on Social Media ACL 2025
Practicable Black-Box Evasion Attacks on Link Prediction in Dynamic Graphs—a Graph Sequential Embedding Method AAAI 2025