Author

Yi-Bo Jiang

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#artificial intelligence Preprint Apr 2026

UniRect-CoT: Enhancing Generation in Unified Multimodal Models via Reflective Rectification with Inherent Understanding

Unified Rectification-CoT is proposed, a training-free unified rectification chain-of-thought framework that generalizes across existing flow-based UMMs, consistently enhancing overall text-to-image generation performance.

Yi-Bo Jiang, Tao Wu, Rui Jiang et al. · 0 citations

Preprint Aug 2026

Is This Your Final Answer? Cross-Contextual Consistency as a Measure of LLM Credibility

It is found that answers with smaller cross-contextual shifts are more likely to be correct or factual, and C3 provides a complementary axis of evaluation and can serve as a benchmark usefulness diagnostic, identifying which portions of a benchmark remain informative even when aggregated scores are widely considered"sa...

Si-Yang Wu, Yi-Bo Jiang, Bryon Aragam · 0 citations