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DEEP LEARNING FOR PROTEIN PROPERTY AND STRUCTURE PREDICTION
(2022-08-15)
I present my work towards solving the fundamental, challenging, and valuable problem for protein property and structure prediction. Specifically, I focus on solving the problem from three critical aspects: (1) designing ...
Robust Self-training Strategy for Various Molecular Biology Prediction Tasks∗
(ACM, 2022-08-10)
Molecular biology prediction tasks suffer the limited labeled data
problem since it normally demands a series of professional experiments to label the target molecule. Self-training is one of the
semi-supervised learning ...
MoDNA: Motif-Oriented Pre-training For DNA Language Model
(ACM, 2022-08-10)
Obtaining informative representations of gene expression is crucial
in predicting various downstream regulatory-related tasks such as
promoter prediction and transcription factor binding sites prediction. Nevertheless, ...