Author

Teng-Teng Cheng

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Conference Open access Sep 2026

PoemDirector: A Multi-Agent Context-Adaptive Instructional Mode Selection Framework for Chinese Classical Poetry Video Generation

Classical poetry is central to aesthetic education and cultural inheritance in China's K-12 education, and web-based instructional videos have become a primary learning resource. However, existing production pipelines either require costly teacher-guided editing or generate videos automatically without systematic instr...

Teng-Teng Cheng, Xiaoli Zeng, Jia-Lu Huang et al. · Proceedings of the Thirty-Fi... · 0 citations

#machine learning Preprint Oct 2026

An Information-Theoretic Evaluation Framework for Benchmark and Model Diagnosis in Knowledge Tracing

An information-theoretic evaluation framework for KT benchmark diagnosis that uses Context Tree Weighting on item-response histories and current-item queries as an operational causal uncertainty coordinate, while distinguishing it from the unobserved Local Irreducible Uncertainty under the full KT information set.

Hou-Ru Jiang, Zi-Xiao-Ken Wang, Teng-Teng Cheng et al. · 0 citations