Author

Qin-Wen Ge

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#artificial intelligence Review Sep 2026

Personalized Image Generation with Reasoning and Reflection

Personalized image generation has remained narrowly focused on conditional synthesis from curated visual exemplars, rather than capturing who a user is. In practice, however, a user's personal context is much richer, comprising reviews, posts, images, captions, and metadata accumulated over time. A truly personalized g...

B. Ni, Ngoc N. Tran, Qin-Wen Ge et al. · 0 citations

#artificial intelligence Preprint Sep 2026

AutoKD: Autonomous Knowledge Discovery

This paper introduces AutoKD, a multi-agent framework for autonomous knowledge discovery that is both computational and cumulative, allowing validated findings to persist and inform subsequent inquiry.

Qin-Wen Ge, B. Ni, Hao Fu et al. · 0 citations