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Dynamic Link Prediction

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Showing 1–41 of 41 papers

TitleStatusHype
Higher-order Structure Boosts Link Prediction on Temporal Graphs—0
A PID-Controlled Tensor Wheel Decomposition Model for Dynamic Link Prediction—0
Predict Confidently, Predict Right: Abstention in Dynamic Graph Learning—0
Supra-Laplacian Encoding for Transformer on Dynamic GraphsCode0
Dynamic Link and Flow Prediction in Bank Transfer Networks—0
Contrastive Representation Learning for Dynamic Link Prediction in Temporal NetworksCode1
DyG-Mamba: Continuous State Space Modeling on Dynamic Graphs—0
DyGMamba: Efficiently Modeling Long-Term Temporal Dependency on Continuous-Time Dynamic Graphs with State Space Models—0
Co-Neighbor Encoding Schema: A Light-cost Structure Encoding Method for Dynamic Link Prediction—0
Temporal receptive field in dynamic graph learning: A comprehensive analysisCode0
From Link Prediction to Forecasting: Information Loss in Batch-based Temporal Graph Learning—0
Exploring the Performance of Continuous-Time Dynamic Link Prediction AlgorithmsCode0
Enhancing Cross-domain Link Prediction via Evolution Process Modeling—0
HOT: Higher-Order Dynamic Graph Representation Learning with Efficient Transformers—0
New Perspectives on the Evaluation of Link Prediction Algorithms for Dynamic GraphsCode0
Exploring Time Granularity on Temporal Graphs for Dynamic Link Prediction in Real-world NetworksCode0
Dynamic Link Prediction for New Nodes in Temporal Graph Networks—0
Dynamic Graph Representation Learning via Edge Temporal States Modeling and Structure-reinforced Transformer—0
Towards Better Dynamic Graph Learning: New Architecture and Unified LibraryCode2
EasyDGL: Encode, Train and Interpret for Continuous-time Dynamic Graph LearningCode1
DBGDGM: Dynamic Brain Graph Deep Generative Model—0
DyG2Vec: Efficient Representation Learning for Dynamic GraphsCode0
DyCSC: Modeling the Evolutionary Process of Dynamic Networks Based on Cluster StructureCode0
Towards Better Evaluation for Dynamic Link PredictionCode1
Euler: Detecting Network Lateral Movement via Scalable Temporal Link PredictionCode1
Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential RecommendationCode1
Dyn-Backdoor: Backdoor Attack on Dynamic Link Prediction—0
Benchmarking Graph Neural Networks on Dynamic Link PredictionCode1
Learning Representation over Dynamic Graph using Aggregation-Diffusion Mechanism—0
A Survey on Embedding Dynamic Graphs—0
GRADE: Graph Dynamic Embedding—0
Foundations and modelling of dynamic networks using Dynamic Graph Neural Networks: A survey—0
Learning Temporal Attention in Dynamic Graphs with Bilinear InteractionsCode0
Variational Graph Recurrent Neural NetworksCode1
DyRep: Learning Representations over Dynamic GraphsCode0
EvolveGCN: Evolving Graph Convolutional Networks for Dynamic GraphsCode1
dyngraph2vec: Capturing Network Dynamics using Dynamic Graph Representation LearningCode0
Canonical Tensor Decomposition for Knowledge Base CompletionCode1
Representation Learning over Dynamic Graphs—0
Semi-supervised Graph Embedding Approach to Dynamic Link Prediction—0
Evaluating Link Prediction Accuracy on Dynamic Networks with Added and Removed Edges—0
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