All-atom inverse protein folding through discrete flow matching
Published in ICML 2025
Publications
You can also find a more up-to-date list on my Google Scholar profile.
Data-driven regularization lowers the size barrier of cryo-EM structure determination
Published in Nature Methods
Automated model building and protein identification in cryo-EM maps
Published in Nature
A graph neural network approach to automated model building in cryo-EM maps
Published in ICLR 2023
A graph neural network approach to automated model building in cryo-EM maps
Published in Machine Learning for Structural Biology Workshop, NeurIPS 2022
Fast protein structure searching using structure graph embeddings
Published in Machine Learning for Structural Biology Workshop, NeurIPS 2022
Sparse Fourier Backpropagation in Cryo-EM Reconstruction
Published in NeurIPS 2022
An Inductive Bias for Distances: Neural Nets that Respect the Triangle Inequality
Published in ICLR 2020
DeepConsensus: using the consensus of features from multiple layers to attain robust image classification
Appears on arXiv
ChainGAN: A sequential approach to GANs
Appears on arXiv