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Researcher

Tian Xie

Tian Xie is a researcher focused on econometrics, particularly empirical Bayes, statistical decision theory, and mixture models, with applications in labor economics.

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Mingchen ZhugeResearcher
1 article
Zijian ZhouResearcher
1 article
Haozhe LiuResearcher
1 article
Ding LiuResearcher
1 article

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Tian Xie as author

Mixture of States: Routing Token-Level Dynamics for Multimodal Generation
arXivresearchpositiveNov 23, 2025

Mixture of States (MoS) introduces a token-wise router for multimodal diffusion models that achieves state-of-the-art text-to-image generation and editing with 3B-5B parameters, matching models 4× larger while requiring minimal computational overhead.

“Author of "Mixture of States: Routing Token-Level Dynamics for Multimodal Generation" on arXiv”

Multimodal AIGenerative AIComputer VisionFoundation Models