Browsing Library by Author "Ma, Hehuan"

Now showing items 1-3 of 3

    • DEEP LEARNING FOR MOLECULAR PROPERTY PREDICTION 

      Ma, Hehuan; 0000-0002-5971-0053 (2023-08-14)
      Drug discovery has always been a crucial task for society, and molecular property prediction is one of the fundamental problem. It is responsible for identifying the target properties or severe side-effects, so that certain ...

    • MoDNA: Motif-Oriented Pre-training For DNA Language Model 

      An, Weizhi; Guo, Yuzhi; Bian, Yatao; Ma, Hehuan; Yang, Jinyu; Li, Chunyuan; Huang, Junzhou (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, ...

    • Robust Self-training Strategy for Various Molecular Biology Prediction Tasks∗ 

      Ma, Hehuan; Jiang, Feng; Rong, Yu; Guo, Yuzhi; Huang, Junzhou (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 ...