DyGAS: Dynamic Graph-Augmented Sequence Modeling for Knowledge Tracing

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Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1Hypergraph-Driven High-Order Knowledge Tracing with a Dual-Gated Dynamic Mechanism2025
2. 2Contrastive Cross-Course Knowledge Tracing via Concept Graph Guided Knowledge Transfer2025
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4. 4CAKGE: Context-aware Adaptive Learning for Dynamic Knowledge Graph Embeddings.Original Research · 2026
5. 5Denoised Attention and Question-Augmented Representations for Knowledge Tracing2025