Junjie Chen

About Junjie Chen

Junjie Chen, With an exceptional h-index of 17 and a recent h-index of 16 (since 2020), a distinguished researcher at Harbin Institute of Technology, specializes in the field of Bioinformatics, Machine Learning, Privacy-Preserving Computation.

His recent articles reflect a diverse array of research interests and contributions to the field:

Discriminative Forests Improve Generative Diversity for Generative Adversarial Networks

High‐performance diffusion model for inverse design of high Tc superconductors with effective doping and accurate stoichiometry

High-Activity Enhancer Generation based on Feedback GAN with Domain Constraint and Curriculum Learning

Exploration of DPP-IV inhibitory peptide design rules assisted by the deep learning pipeline that identifies the restriction enzyme cutting site

Deep Generative Model for Inverse Design of High-Temperature Superconductor Compositions with Predicted Tc > 77 K

CFAGO: cross-fusion of network and attributes based on attention mechanism for protein function prediction

iEnhancer-ELM: improve enhancer identification by extracting position-related multiscale contextual information based on enhancer language models

Single Cell Self-Paced Clustering with Transcriptome Sequencing Data

Junjie Chen Information

University

Position

___

Citations(all)

2283

Citations(since 2020)

1435

Cited By

1481

hIndex(all)

17

hIndex(since 2020)

16

i10Index(all)

19

i10Index(since 2020)

18

Email

University Profile Page

Google Scholar

Junjie Chen Skills & Research Interests

Bioinformatics

Machine Learning

Privacy-Preserving Computation

Top articles of Junjie Chen

Discriminative Forests Improve Generative Diversity for Generative Adversarial Networks

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

High‐performance diffusion model for inverse design of high Tc superconductors with effective doping and accurate stoichiometry

InfoMat

2024/1/22

High-Activity Enhancer Generation based on Feedback GAN with Domain Constraint and Curriculum Learning

2023/12/5

Exploration of DPP-IV inhibitory peptide design rules assisted by the deep learning pipeline that identifies the restriction enzyme cutting site

ACS omega

2023/10/13

Deep Generative Model for Inverse Design of High-Temperature Superconductor Compositions with Predicted Tc > 77 K

ACS Applied Materials & Interfaces

2023/6/15

CFAGO: cross-fusion of network and attributes based on attention mechanism for protein function prediction

Bioinformatics

2023/3/1

iEnhancer-ELM: improve enhancer identification by extracting position-related multiscale contextual information based on enhancer language models

Bioinformatics Advances

2023/1/1

Single Cell Self-Paced Clustering with Transcriptome Sequencing Data

International Journal of Molecular Sciences

2022/3/31

ProtRe-CN: protein remote homology detection by combining classification methods and network methods via learning to rank

IEEE/ACM Transactions on Computational Biology and Bioinformatics

2021/8/30

PAR-GAN: improving the generalization of generative adversarial networks against membership inference attacks

2021/8/14

A BERT-based generation model to transform medical texts to SQL queries for electronic medical records: model development and validation

JMIR Medical Informatics

2021/12/8

Association of CNVs with methylation variation

NPJ genomic medicine

2020/9/24

Population-scale genomic data augmentation based on conditional generative adversarial networks

2020/9/21

Differential privacy protection against membership inference attack on machine learning for genomic data

2020

Statistical and machine learning methods for eQTL analysis

2020

See List of Professors in Junjie Chen University(Harbin Institute of Technology)

Co-Authors

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