25 citations · 48 across the 6 of their papers we have counts for
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cs.LG2024★ 1 cited
Latent Diffusion Models for Controllable RNA Sequence Generation
Kaixuan Huang, Yukang Yang, Kaidi Fu +3
This work presents RNAdiffusion, a latent diffusion model for generating and optimizing discrete RNA sequences of variable lengths. RNA is a key intermediary between DNA and protei…
stat.ML2024★ 4 cited
Gradient Guidance for Diffusion Models: An Optimization Perspective
Yingqing Guo, Hui Yuan, Yukang Yang +2
Diffusion models have demonstrated empirical successes in various applications and can be adapted to task-specific needs via guidance. This paper studies a form of gradient guidanc…