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yifei wang about research blog yifei wang follow houston texas email x github google scholar yifei wang hi i m yifei wang first year phd student rice university i work on generative models diffusion flow matching and the building blocks that make them more efficient and more controllable news may 2026 new new blog post ema a quiet hyperparameter that moves diffusion leaderboards may 2026 new joining alan yuille s lab at jhu as a visiting student for the summer may 2026 new released dsr with apple sep 2025 uni instruct with xiaohongshu inc accepted to neurips 2025 aug 2025 started phd at rice university working with chen wei sep 2024 em diffusion accepted to neurips 2024 selected work taming outlier tokens in diffusion transformers preprint 2026 xiaoyu wu yifei wang tsu jui fu liang chieh chen zhe gan chen wei outlier patch tokens hurt both vit encoders and diffusion transformers in rae dit pipelines our dual stage registers patch both sides and improve imagenet 256 fid from 5 89 4 58 at 80 epochs arxiv project page code uni instruct one step diffusion through unified divergence instruction neurips 2025 yifei wang weimin bai colin zhang debing zhang weijian luo he sun a single f divergence framework that subsumes 10 one step diffusion distillation methods diff instruct dmd sid sim and a new sota one step fid of 1 02 on imagenet 64 64 beating the 35 nfe edm teacher arxiv project page code see all publications about i m a first year phd student at rice university where i am working with chen wei in may 2026 i ll be visiting alan yuille s lab at johns hopkins university before rice i received my b s from peking university advised by he sun and weijian luo my research focuses on generative modeling primarily diffusion models with an emphasis on the theory and the practical bottlenecks that govern their training outside the lab i run and hike a lot i ve finished several half marathons and once spent a summer doing ecological field research in saihanba and xihaigu i also write chinese language blogs on zhihu sitemap follow github feed 2026 yifei wang powered by jekyll academicpages a fork of minimal mistakes