Author

Wei-Jia Zhang

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#machine learning Preprint Sep 2026

ReTaCo: Residual-Target Control for On-Policy Distillation

On-policy distillation (OPD) trains a student on its own generated prefixes with token-level teacher feedback, but transmitting or storing the teacher's full-vocabulary distribution at every token is costly. Entropy-aware OPD (EOPD) adds forward supervision to reverse KL to help the student recover plausible tokens it...

Zi-Xiang Ni, Zhuo-Lun Hu, Ren-Jie Cao et al. · 0 citations

#human-computer interacti... Preprint Sep 2026

Where Does the Human End? Creative Agency with Generative AI across Five Years of Chinese Digital Painting

A five-year interview study with 17 Chinese digital painters, based on annual semi-structured interviews from 2021 to 2025, frames these accounts as longitudinal agency partitioning, the situated work of deciding which stages, responsibilities, values, and claims remain human in creative human-agent interaction.

Yi-Bo Meng, Rui-Qi Chen, Shu-Heng Cao et al. · 0 citations