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Shengze Hu

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Book Open access Aug 2026

Structured Inductive Bias for Multi-timescale Knowledge Tracing

Knowledge tracing (KT) aims to infer learners' evolving cognitive states from interaction sequences to predict future performance. However, learning behaviors are inherently non-stationary and multi-timescale, where long-term cognitive accumulation and short-term contextual fluctuations are tightly entangled. Most exis...

Xinjia Ou, Tao Huang, Shengze Hu et al. · 0 citations

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