Jian Zhou
@zhou-jian.bsky.social
1K followers 230 following 3 posts
Computational Biology, Genomics, Machine Learning, AI. Assistant Professor at UTSW
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zhou-jian.bsky.social
Immensely proud (and lucky) to have him on our team. Confident that great things are ahead for him and looking forward to seeing him chart his own path, can’t wait to see what’s next! 2/2
zhou-jian.bsky.social
Wanted to give a proper shout-out to @txrwang.bsky.social for earning a @damonrunyon.org QBio Fellowship! He is a perfect example of the next gen of scientists who think deeply and creatively across disciplines of biology and ML/AI. I learned a lot from him. www.damonrunyon.org/news/entries... 1/2
Damon Runyon Cancer Research Foundation awards Quantitative Biology Fellowships to five cutting-edge scientists
www.damonrunyon.org
zhou-jian.bsky.social
Excited to share our newest preprint! Glad to see how this evolved from a serendipitous finding from a rotation project. Led by the brilliant graduate student
@ycz23.bsky.social
ycz23.bsky.social
Excited to share our new work, “Inverse Flow and Consistency Models”! We tackle inverse generation problems—like denoising in scenarios where you only have noisy measurements and no access to clean data, which is often the case in biological data and beyond.

arxiv.org/abs/2502.11333

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Inverse Flow and Consistency Models
Inverse generation problems, such as denoising without ground truth observations, is a critical challenge in many scientific inquiries and real-world applications. While recent advances in generative ...
arxiv.org