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Zeming Du

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Conference Jul 2026

DLPP: a generative learning path planning framework based on LLM semantic guidance and closed-loop optimization

DLPP (Diffusion-based Learning Path Planning Framework), which recasts path generation as a two-stage process of instructional planning followed by semantic instantiation, outperforms RL-Path and DiffPath baselines while remaining competitive with rule-based methods.

Yuan Ren, Zhanfang Chen, Zeming Du et al. · 0 citations

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