Juntao Liu - Publications, H-index & Citations

Juntao Liu

shandong university

20H指数

61论文数

1.6K被引数

收录论文 28

发表时间

NanoBind: Mechanism-Driven Deep Learning of Nanobody–Antigen Molecular Recognition NanoBind：抗体纳米体-抗原分子识别的机制驱动深度学习

Research

IF10.7

2026-06-23

OAAI

Shiqing Zhao; Yanhao Zhu; Ruizhou Li; Zeyu Xu; Mingming Han; Jiyun Han; Qiuyu Li; Mingming Guan; Likun Wang; Juntao Liu; Lijie Xing

DeepDrugs: a mechanism-aware tri-linear attention framework for synergistic drug-combination prediction DeepDrugs：一种用于协同药物组合预测的机制感知三线性注意力框架

Briefings in Bioinformatics

IF7.7

2026-04-28

OAAI

Gaojia Xin; Yanhao Zhu; Qiuyu Li; Jiyun Han; Zeyu Xu; Hua Wang; Juntao Liu; null

DTBind: A Mechanism-Driven Deep Learning Framework for Accurate Prediction of Drug–Target Molecular Recognition DTBind：一种基于机制驱动的深度学习框架，用于准确预测药物-靶点分子识别

Research

IF10.7

2025-12-02

PREAI

Qiuyu Li; Zeyu Xu; Yanhao Zhu; Wanyun Zhou; Mingming Guan; Shiqing Zhao; Mengyuan Liu; Bin Liu; Juntao Liu

SpatConv Enables the Accurate Prediction of Protein Binding Sites by a Pretrained Protein Language Model and an Interpretable Bio-spatial Convolution SpatConv通过预训练的蛋白质语言模型和可解释的生物空间卷积，实现了对蛋白质结合位点的准确预测。

Research

IF10.7

2025-07-08

OAAI

Mingming Guan; Jiyun Han; Shizhuo Zhang; Hongyu Zheng; Juntao Liu

BINDER achieves accurate identification of hierarchical TADs by comprehensively characterizing consensus TAD boundaries BINDER通过全面表征共识TAD边界，实现了对层次化TADs的准确识别。

GENOME RESEARCH

IF5.5

2025-03-17

PREAI

Liu, Yangyang; Liu, Bingqiang; Liu, Juntao

TriStack enables accurate identification of antimicrobial and anti-inflammatory peptides by combining machine learning and deep learning approaches 通过结合机器学习和深度学习方法，TriStack能够准确识别抗菌和抗炎肽

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2024-12-01

PREAI

Han, Jiyun; Chen, Qixuan; Su, Jiaying; Kong, Tongxin; Song, Yongchao; Long, Sheng; Liu, Juntao

Protein-protein and protein-nucleic acid binding site prediction via interpretable hierarchical geometric deep learning 通过可解释的分层几何深度学习预测蛋白质-蛋白质和蛋白质-核酸结合位点

GIGASCIENCE

IF3.9

2024-11-01

OAAI

Zhang, Shizhuo; Han, Jiyun; Liu, Juntao

Damage dispersion study of high-speed railway track-bridge system with the UCSD considering train effects

STRUCTURES

IF4.3

2024-10-01

PREAI

Jiang, Liqiang; Liu, Juntao; Wen, Tianxing; Jiang, Lizhong; Yan, Yingqi; He, Chang

PepNet: an interpretable neural network for anti-inflammatory and antimicrobial peptides prediction using a pre-trained protein language model

COMMUNICATIONS BIOLOGY

IF5.1

2024-09-28

OAAI

Han, Jiyun; Kong, Tongxin; Liu, Juntao

TriFusion enables accurate prediction of miRNA-disease association by a tri-channel fusion neural network

COMMUNICATIONS BIOLOGY

IF5.1

2024-08-30

OAAI

Long, Sheng; Tang, Xiaoran; Si, Xinyi; Kong, Tongxin; Zhu, Yanhao; Wang, Chuanzhi; Qi, Chenqing; Mu, Zengchao; Liu, Juntao

DriverMP enables improved identification of cancer driver genes

GIGASCIENCE

IF3.9

2023-12-13

OAAI

Liu, Yangyang; Han, Jiyun; Kong, Tongxin; Xiao, Nannan; Mei, Qinglin; Liu, Juntao

Cancer/testis-45A1 promotes cervical cancer cell tumorigenesis and drug resistance by activating oncogenic SRC and downstream signaling pathways

CELLULAR ONCOLOGY

IF4.8

2023-11-04

OAAI

Meng, Mei; Guo, Yan; Chen, Yu; Li, Xu; Zhang, Bin; Xie, Zhijia; Liu, Juntao; Zhao, Zhe; Liu, Yuxi; Zhang, Tong; Qiao, Yingnan; Shang, Bingxue; Zhou, Quansheng

Spatom: a graph neural network for structure-based protein-protein interaction site prediction

BRIEFINGS IN BIOINFORMATICS

IF7.7

2023-10-01

PREAI

Wu, Haonan; Han, Jiyun; Zhang, Shizhuo; Xin, Gaojia; Mou, Chaozhou; Liu, Juntao

TriNet: A tri-fusion neural network for the prediction of anticancer and antimicrobial peptides

PATTERNS

IF7.4

2023-03-01

OAAI

Zhou, Wanyun; Liu, Yufei; Li, Yingxin; Kong, Siqi; Wang, Weilin; Ding, Boyun; Han, Jiyun; Mou, Chaozhou; Gao, Xin; Liu, Juntao

Editorial: Microbiome and microbial informatics

FRONTIERS IN MICROBIOLOGY

IF4.5

2022-10-19

OAAI

Ding, Pengfei; Ming, Zhenhua; Liu, Juntao; Erill, Ivan; Zhang, Zheng

Consensus-based clustering of single cells by reconstructing cell-to-cell dissimilarity 通过重建细胞间的不相似性实现基于共识的单细胞聚类

BRIEFINGS IN BIOINFORMATICS

IF7.7

2021-09-21

PREAI

Wang, Chunxiang; Mu, Zengchao; Mou, Chaozhou; Zheng, Hongyu; Liu, Juntao

TransRef enables accurate transcriptome assembly by redefining accurate neo-splicing graphs

BRIEFINGS IN BIOINFORMATICS

IF7.7

2021-07-13

PREAI

Yu, Ting; Han, Renmin; Fang, Zhaoyuan; Mu, Zengchao; Zheng, Hongyu; Liu, Juntao

Proteomic and deep sequencing analysis of extracellular vesicles isolated from adult male and female Schistosoma japonicum

PLOS NEGLECTED TROPICAL DISEASES

IF3.4

2020-09-28

OAAI

Du, Pengfei; Giri, Bikash R.; Liu, Juntao; Xia, Tianqi; Grevelding, Christoph G.; Cheng, Guofeng

TransBorrow: genome-guided transcriptome assembly by borrowing assemblies from different assemblers

GENOME RESEARCH

IF5.5

2020-08-17

OAAI

Yu, Ting; Mu, Zengchao; Fang, Zhaoyuan; Liu, Xiaoping; Gao, Xin; Liu, Juntao

TransLiG: a de novo transcriptome assembler that uses line graph iteration TransLiG: 使用折线图迭代的从头转录组汇编器

GENOME BIOLOGY

IF9.4

2019-04-23

OAAI

Liu, Juntao; Yu, Ting; Mu, Zengchao; Li, Guojun

研究方向