Author
Lizhong Ding
Inception Institute of Artificial IntelligenceORCID 0000-0001-6464-310XUnclaimed ORCID profile · follow to get notified of new preprints
Biology Disciplines
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2018-2020 · peak 1/yrCo-Author Collaboration Network
10 top collaborators · 19 mutual co-author linksFocal author (center)Selected co-authorORCID co-authorUnlinked name
Curved chords = mutual co-authorship3 papers
Recent·Most cited
- BioinformaticsMethodsPeer-reviewed
Deep learning in bioinformatics: introduction, application, and perspective in big data era
Yu Li, Chao Huang, Lizhong Ding…·Xin Gao
This paper reviews deep learning applications in bioinformatics, covering methods, examples, and challenges in the big data era.
401 citationstop 1% - BioinformaticsbioRxivPreprint
SupportNet: a novel incremental learning framework through deep learning and support data
Yu Li, Zhongxiao Li, Lizhong Ding…·Xin Gao
SupportNet addresses catastrophic forgetting in incremental learning by combining deep learning with SVM to retain old knowledge while learning new data, outperforming existing methods in multiple tasks.
6 citations