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Henry Richard Jackson-Flux

2 accepted papers

2022

Learning to Extend Molecular Scaffolds with Structural Motifs

ICLR 2022poster

Recent advancements in deep learning-based modeling of molecules promise to accelerate in silico drug discovery. A plethora of generative models is available, building molecules either atom-by-atom and bond-by-bond or fragment-by-fragment. However, many drug discovery projects require a fixed scaffo…

2021

Self-Supervised Bug Detection and Repair

NeurIPS 2021poster

Machine learning-based program analyses have recently shown the promise of integrating formal and probabilistic reasoning towards aiding software development. However, in the absence of large annotated corpora, training these analyses is challenging. Towards addressing this, we present BugLab, an ap…