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09/05/2023
RDGSL: Dynamic Graph Representation Learning with Structure Learning
Temporal Graph Networks (TGNs) have shown remarkable performance in lear...
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09/05/2023
iLoRE: Dynamic Graph Representation with Instant Long-term Modeling and Re-occurrence Preservation
Continuous-time dynamic graph modeling is a crucial task for many real-w...
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08/27/2023
SPEED: Streaming Partition and Parallel Acceleration for Temporal Interaction Graph Embedding
Temporal Interaction Graphs (TIGs) are widely employed to model intricat...
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07/26/2023
Flexible Differentially Private Vertical Federated Learning with Adaptive Feature Embeddings
The emergence of vertical federated learning (VFL) has stimulated concer...
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02/13/2023
TIGER: Temporal Interaction Graph Embedding with Restarts
Temporal interaction graphs (TIGs), consisting of sequences of timestamp...
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08/12/2022