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#link-prediction News & Analysis

2 articles tagged with #link-prediction. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AIBullisharXiv – CS AI · Mar 45/104
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VL-KGE: Vision-Language Models Meet Knowledge Graph Embeddings

Researchers have developed VL-KGE, a new framework that combines Vision-Language Models with Knowledge Graph Embeddings to better process multimodal knowledge graphs. The approach addresses limitations in existing methods by enabling stronger cross-modal alignment and more unified representations across diverse data types.

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AINeutralarXiv – CS AI · Mar 54/10
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TFWaveFormer: Temporal-Frequency Collaborative Multi-level Wavelet Transformer for Dynamic Link Prediction

Researchers propose TFWaveFormer, a novel Transformer architecture that combines temporal-frequency analysis with multi-resolution wavelet decomposition for dynamic link prediction. The framework achieves state-of-the-art performance on benchmark datasets by better capturing complex multi-scale temporal dynamics in applications like social networks and financial modeling.