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Yinjie Jiang

2 accepted papers

2023

Learning Chemical Rules of Retrosynthesis with Pre-training

AAAI 2023technical

Retrosynthesis aided by artificial intelligence has been a very active and bourgeoning area of research, for its critical role in drug discovery as well as material science. Three categories of solutions, i.e., template-based, template-free, and semi-template methods, constitute mainstream solutions…

Cited by 15SourcePDFScholar
2022

The Role of Deconfounding in Meta-learning

ICML 2022spotlight

Meta-learning has emerged as a potent paradigm for quick learning of few-shot tasks, by leveraging the meta-knowledge learned from meta-training tasks. Well-generalized meta-knowledge that facilitates fast adaptation in each task is preferred; however, recent evidence suggests the undesirable memori…