Author

Kun Cheng

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#artificial intelligence Jul 2026

IB-Flow: Information Bottleneck-Guided CFG Distillation for Few-Step Text-to-Image Generation

This work re-examines the distillation procedure through the theoretical lens of Information Theory, formally modeling it as a dynamic mutual information game constrained by the Information Bottleneck (IB) principle, and dismantle traditional blind assumptions via a dual-track adaptive framework.

Yiting Wang, Jing-Yi Zhang, Wenhu Zhang et al. · arXiv.org · 0 citations

Preprint Jun 2026

Quantum Information of Photon Pairs at Lepton Colliders

Photon pairs have provided an ideal laboratory for exploring entanglement and Bell inequality violation in low-energy experiments. Extending such studies to high-energy colliders is of great interest but has yet to be explored. Exploiting the photon conversion process for nearly on-shell photons, we formulate a factori...

Kun Cheng, Tao Han, Guanghui Li et al. · 1 citation