Yuming Guo

According to our database, Yuming Guo authored at least 17 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Structure-Directed Pan-Specific T-Cell Receptor-Peptide-Major Histocompatibility Complex Interaction Prediction.

Letao Gao, Yumeng Zhang, Fang Ge, Shanshan Li, Yuming Guo, Jiangning Song, Dong-Jun Yu

J. Chem. Inf. Model., 2025

Supervised contrastive learning enhances MHC-II peptide binding affinity prediction.

Long-Chen Shen, Yan Liu, Zi Liu, Yumeng Zhang, Zhikang Wang, Yuming Guo, Jamie Rossjohn, Jiangning Song, Dong-Jun Yu

Expert Syst. Appl., 2025

Multimodal geometric learning for antimicrobial peptide identification by leveraging alphafold2-predicted structures and surface features.

Zehua Sun, Jing Xu, Yumeng Zhang, Yiwen Zhang, Zhikang Wang, Xiaoyu Wang, Shanshan Li, Yuming Guo, Hsin Hui Shen, Jiangning Song

Briefings Bioinform., 2025

2024

PmxPred: A data-driven approach for the identification of active polymyxin analogues against gram-negative bacteria.

Xiaoyu Wang, Nitin Patil, Fuyi Li, Zhikang Wang, Haolan Zhan, Daniel Schmidt, Philip Thompson, Yuming Guo, Cornelia B. Landersdorfer, Hsin-Hui Shen, Anton Y. Peleg, Jian Li, Jiangning Song

Comput. Biol. Medicine, January, 2024

GraphormerDTI: A graph transformer-based approach for drug-target interaction prediction.

Mengmeng Gao, Daokun Zhang, Yi Chen, Yiwen Zhang, Zhikang Wang, Xiaoyu Wang, Shanshan Li, Yuming Guo, Geoffrey I. Webb, Anh T. N. Nguyen, Lauren T. May, Jiangning Song

Comput. Biol. Medicine, 2024

MLSNet: a deep learning model for predicting transcription factor binding sites.

Yuchuan Zhang, Zhikang Wang, Fang Ge, Xiaoyu Wang, Yiwen Zhang, Shanshan Li, Yuming Guo, Jiangning Song, Dong-Jun Yu

Briefings Bioinform., 2024

Deep learning approaches for non-coding genetic variant effect prediction: current progress and future prospects.

Xiaoyu Wang, Fuyi Li, Yiwen Zhang, Seiya Imoto, Hsin-Hui Shen, Shanshan Li, Yuming Guo, Jian Yang, Jiangning Song

Briefings Bioinform., 2024

2023

Interpretable prediction models for widespread m6A RNA modification across cell lines and tissues.

Ying Zhang, Zhikang Wang, Yiwen Zhang, Shanshan Li, Yuming Guo, Jiangning Song, Dong-Jun Yu

Bioinform., December, 2023

Surformer: An interpretable pattern-perceptive survival transformer for cancer survival prediction from histopathology whole slide images.

Zhikang Wang, Qian Gao, Xiaoping Yi, Xinyu Zhang, Yiwen Zhang, Daokun Zhang, Pietro Liò, Chris Bain, Richard Bassed, Shanshan Li, Yuming Guo, Seiya Imoto, Jianhua Yao, Roger J. Daly, Jiangning Song

Comput. Methods Programs Biomed., November, 2023

MULGA, a unified multi-view graph autoencoder-based approach for identifying drug-protein interaction and drug repositioning.

Jiani Ma, Chen Li, Yiwen Zhang, Zhikang Wang, Shanshan Li, Yuming Guo, Lin Zhang, Hui Liu, Xin Gao, Jiangning Song

Bioinform., September, 2023

SMG: self-supervised masked graph learning for cancer gene identification.

Yan Cui, Zhikang Wang, Xiaoyu Wang, Yiwen Zhang, Ying Zhang, Tong Pan, Zhe Zhang, Shanshan Li, Yuming Guo, Tatsuya Akutsu, Jiangning Song

Briefings Bioinform., September, 2023

Selective Feature Bagging of one-class classifiers for novelty detection in high-dimensional data.

Biao Wang, Wenjing Wang, Guanglei Meng, Tiankuo Meng, Bin Song, Yingnan Wang, Yuming Guo, Zhihua Qiao, Zhizhong Mao

Eng. Appl. Artif. Intell., April, 2023

A Large-Scale Dataset of Conservation and Deep Tillage in Mollisols, Northeast Plain, China.

Fahui Jiang, Shangshu Huang, Yan Wu, Mahbub Ul Islam, Fangjin Dong, Zhen Cao, Guohui Chen, Yuming Guo

Data, January, 2023

2022

Boosting the prediction of molten steel temperature in ladle furnace with a dynamic outlier ensemble.

Biao Wang, Wenjing Wang, Guanglei Meng, Zhihua Qiao, Yuming Guo, Na Wang, Wei Wang, Zhizhong Mao

Eng. Appl. Artif. Intell., 2022

RBP-TSTL is a two-stage transfer learning framework for genome-scale prediction of RNA-binding proteins.

Xinxin Peng, Xiaoyu Wang, Yuming Guo, Zongyuan Ge, Fuyi Li, Xin Gao, Jiangning Song

Briefings Bioinform., 2022

Clarion is a multi-label problem transformation method for identifying mRNA subcellular localizations.

Yue Bi, Fuyi Li, Xudong Guo, Zhikang Wang, Tong Pan, Yuming Guo, Geoffrey I. Webb, Jianhua Yao, Cangzhi Jia, Jiangning Song

Briefings Bioinform., 2022

2020

Comparison of Different Missing-Imputation Methods for MAIAC (Multiangle Implementation of Atmospheric Correction) AOD in Estimating Daily PM2.5 Levels.

Zhao-Yue Chen, Jie-Qi Jin, Rong Zhang, Tian-Hao Zhang, Jin-Jian Chen, Jun Yang, Chun-Quan Ou, Yuming Guo

Remote. Sens., 2020