27 citations · 57 across the 9 of their papers we have counts for
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cs.LG2026
Specificity-Aware Diffusion Steering via Variance-Reduced Sequential Monte Carlo
Luran Wang, Linrui Ma, Hannes Stärk +1
Inference-time steering enables pretrained diffusion models to satisfy new constraints without full retraining. However, specificity-aware generation is difficult: repelling sample…
cs.LG2024
Predicting sub-population specific viral evolution
Wenxian Shi, Menghua Wu, Regina Barzilay
Forecasting the change in the distribution of viral variants is crucial for therapeutic design and disease surveillance. This task poses significant modeling challenges due to the…
cs.LG2024★ 1 cited
Identifying biological perturbation targets through causal differential networks
Menghua Wu, Umesh Padia, Sean H. Murphy +2
Identifying variables responsible for changes to a biological system enables applications in drug target discovery and cell engineering. Given a pair of observational and intervent…