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Welcome to Yiheng Zhu's Homepage!

 

Yiheng Zhu
Department of Computational Medicine and Bioinformatics
University of Michigan
100 Washtenaw Ave
Ann Arbor, MI 48109

Email: yihzhu@umich.edu

About Me

  • 2019-current, visiting student, University of Michigan
  • 2015-current, Ph.D student, Nanjing University of Science and Technology
  • 2011-2015, bachelor, Nanjing Institute of Technology
  • Research Interests

  • Pattern Recognition
  • Bioinformatics
  • Machine Learning
  • Publications

  • Yi-Heng Zhu, Jun Hu, Fang Ge, Fuyi Li, Jiangning Song*, Yang Zhang*, Dong-Jun Yu*. Accurate Multi-Stage Prediction of Protein Crystallization Propensity Using Deep-Cascade Forest with Sequence-Based Features. Briefings in Bioinformatics. 2020:1-14.
  • Ming-Cai Chen, Yang Li, Yi-Heng Zhu, Fang Ge, Dong-Jun Yu*. SSCpred: Single-Sequence-Based Protein Contact Prediction Using Deep Fully Convolutional Network. Journal of Chemical Information and Modeling. 2020:1-9.
  • Yi-Heng Zhu, Chengxin Zhang, Rucheng Diao, Xiaogen Zhou, Peter Freddolino*, Dong-Jun Yu*, Yang Zhang* . MetaGOPlus: Improving Gene Ontology Prediction of Proteins Using Deep Residual Network with Hierarchical Classification. The 28th Conference on Intelligent Systems for Molecular Biology (ISMB 2020).
  • Yi-Heng Zhu, Jun Hu, Xiao-Ning Song, Dong-Jun Yu. DNAPred: Accurate Identification of DNA-binding Sites from Protein Sequence by Ensembled Hyperplane-Distance-Based Support Vector Machines. Journal of Chemical Information and Modeling. 2019, 59:3057-3071.
  • Yi-Heng Zhu, Jun Hu, Yong Qi, Xiao-Ning Song, Dong-Jun Yu. Boosting Granular Support Vector Machines for the Accurate Prediction of Protein-Nucleotide Binding Sites. Combinatorial Chemistry & High Throughput Screening. 2019:1-1.
  • Jun Hu, Xiao-Gen Zhou, Yi-Heng Zhu, Dong-Jun Yu, Guijun Zhang. TargetDBP: Accurate DNA-Binding Protein Prediction via Sequence-based Multi-View Feature Learning. IEEE/ACM Transactions on Computational Biology and Bioinformatics. 2019:1-1.
  • Xiao-Rong Bao, Yi-Heng Zhu, and Dong-Jun Yu*. DeepTF: Accurate Prediction of Transcription Factor Binding Sites from DNA Sequence by Combining Multi-Scale Convolutional Neural Network and Long Short-Term Memory Neural Network. International Conference on Intelligence Science and Big Data Engineering (IScIDE 2019).
  • Dong-Jun Yu, Yi-Heng Zhu, Jun Hu. An Overview of Biocomputing Methods of Targeting Protein-Ligand Binding Residues. Journal of Data Acquisition and Processing. 2018, 33(2):195-206.
  • yangzhanglabumich.edu | (734) 647-1549 | 100 Washtenaw Avenue, Ann Arbor, MI 48109-2218