Author

Yu-Hong Shi

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#computer vision Jun 2026

Data Journalist Agent: Transforming Data into Verifiable Multimodal Stories

This work introduces Data Journalist Agent (Data2Story), a multi-agent framework that orchestrates specialized roles into a single virtual newsroom, enabling more evidence-based, transparent, and verifiable reporting.

K. Lin, EI Batu, Yu-Hong Shi et al. · arXiv.org · 0 citations

Preprint Aug 2026

Overcoming Statistical Bias in Action-Controllable World Models

Co is introduced, a Counterfactual Consistency framework to enhance action controllability through two complementary constraints: Multi-step counterfactual consistency constrains reference, inverse-action, and zero-action rollouts, while action-spatial counterfactual consistency enforces consistent predictions under mi...

Yu-Hong Shi, Zhenhao Chu, Jie Wei et al. · 5 citations