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彭玮 cover

彭玮 (Wei Peng)

kunming university of science and technology

31H-index
129Paper Count
2.8KCitation Count
Published Papers 46
Publication Date
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Causal gradient intervention for debiased and evidence-grounded medical visual question answering
errMedical Image Analysis
IF11.8
err2026-07-25
err0
PREAI
errBing Liu; Ziyuan Yang; Lijun Liu; Jiaman Ding; Wei Peng
errShare
errSave
A Deep Learning Framework for Identifying Essential Proteins Based on Vision Transformer
errIEEE-ACM Transactions on Computational Biology and Bioinformatics
IF3.4
err2026-03-03
err0
PREAI
errYuqing Mao; Gaoshi Li; Xu Lin; Jingli Wu; Wei Peng; Jiafei Liu; Xiaoshu Zhu
errShare
errSave
Guest Editorial: Introduction to the Special Section on Bioinformatics Research and Applications
errIEEE Transactions on Computational Biology and Bioinformatics
IF0
err2025-12-10
err0
PREAI
errWei Peng; Zhipeng Cai; Alexander Zelikovsky
errShare
errSave
Disease-Related Omics Data Analysis
errMethods
IF4.3
err2025-11-03
err0
PREAI
errWei Peng; Zhipeng Cai
errShare
errSave
Predicting Anti-Cancer Drug Response Based on Hypergraph Representation Learning
errieee transactions on computational biology and bioinformatics
IF0
err2025-11-01
err1
PREAI
errPeng, Wei; Xu, Xinyue; Lin, Jiangzhen; Chen, Gong; Dai, Wei; Fu, Xiaodong; Liu, Li; Liu, Lijun; Yu, Ning
errShare
errSave
CIMB-MVQA: Causal Intervention on Modality-specific Biases for Medical Visual Question Answering
errMedical Image Analysis
IF11.8
err2025-10-24
err0
PREAI
errBing Liu; Lijun Liu; Jiaman Ding; Xiaobing Yang; Wei Peng; Li Liu
errShare
errSave
Beyond Static Knowledge: Dynamic Context-Aware Cross-Modal Contrastive Learning for Medical Visual Question Answering
errIEEE Transactions on Medical Imaging
IF9.8
err2025-10-06
err0
PREAI
errRui Yang; Lijun Liu; Xupeng Feng; Wei Peng; Xiaobing Yang
errShare
errSave
From Detection to Radiology Report Generation: Fine-Grained Multi-Modal Alignment with Semi-Supervised Learning
errJournal of Imaging Informatics in Medicine
IF0
err2025-09-16
err0
PREAI
errQian Tang; Lijun Liu; Xiaobing Yang; Li Liu; Wei Peng
errShare
errSave
Unified 3D Gaussian splatting for motion and defocus blur reconstruction
errVisual Informatics
IF3.9
err2025-09-08
err0
errOAAI
errLi Liu; Jing Duan; Xiaodong Fu; Wei Peng; Lijun Liu
errShare
errSave
Integrating Time and Frequency Domain Features of fMRI Time Series for Alzheimer’s Disease Classification Using Graph Neural Networks
errinterdisciplinary sciences computational life sciences
IF0
err2025-08-02
err0
PREAI
errWei Peng; Chunshan Li; Yanhan Ma; Wei Dai; Dongxiao Fu; Li Liu; Lijun Liu; Ning Yu; Jin Liu
errShare
errSave
Redefining medical visual question answering using conditional generative diffusion models
errBiomedical Signal Processing and Control
IF4.9
err2025-07-26
err0
PREAI
errBing Liu; Lijun Liu; Xiaobing Yang; Wei Peng; Li Liu
errShare
errSave
Domain alignment method based on masked variational autoencoder for predicting patient anticancer drug response
errMETHODS
IF4.3
err2025-06-01
err0
PREAI
errDai, Wei; Chen, Gong; Peng, Wei; Chen, Chuyue; Fu, Xiaodong; Liu, Li; Liu, Lijun; Yu, Ning
errShare
errSave
Fusion of brain imaging genetic data for alzheimer's disease diagnosis and causal factors identification using multi-stream attention mechanisms and graph convolutional networks
errNEURAL NETWORKS
IF6.3
err2025-04-01
err0
PREAI
errPeng, Wei; Ma, Yanhan; Li, Chunshan; Dai, Wei; Fu, Xiaodong; Liu, Li; Liu, Lijun; Liu, Jin
errShare
errSave
MVCLST: A spatial transcriptome data analysis pipeline for cell type classification based on multi-view comparative learning
errMETHODS
IF4.3
err2024-12-01
err1
PREAI
errPeng, Wei; Zhang, Zhihao; Dai, Wei; Ping, Zhihao; Fu, Xiaodong; Liu, Li; Liu, Lijun; Yu, Ning
errShare
errSave
Multi-Network Graph Contrastive Learning for Cancer Driver Gene Identification
errIEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING
IF7.9
err2024-07-01
err5
PREAI
errPeng, Wei; Zhou, Zhengnan; Dai, Wei; Yu, Ning; Wang, Jianxin
errShare
errSave
Improving anti-cancer drug response prediction using multi-task learning on graph convolutional networks
errMETHODS
IF4.3
err2024-02-01
err6
PREAI
errLiu, Hancheng; Peng, Wei; Dai, Wei; Lin, Jiangzhen; Fu, Xiaodong; Liu, Li; Liu, Lijun; Yu, Ning
errShare
errSave
JLONMFSC: Clustering scRNA-seq data based on joint learning of non-negative matrix factorization and subspace clustering
errMETHODS
IF4.3
err2024-02-01
err6
PREAI
errLan, Wei; Liu, Mingyang; Chen, Jianwei; Ye, Jin; Zheng, Ruiqing; Zhu, Xiaoshu; Peng, Wei
errShare
errSave
MHCLMDA: multihypergraph contrastive learning for miRNA-disease association prediction
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2024-01-17
err11
errOAAI
errPeng, Wei; He, Zhichen; Dai, Wei; Lan, Wei
errShare
errSave
Predicting miRNA-Disease Associations From miRNA-Gene-Disease Heterogeneous Network With Multi-Relational Graph Convolutional Network Model
errIEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
IF3.4
err2023-11-01
err24
PREAI
errPeng, Wei; Che, Zicheng; Dai, Wei; Wei, Shoulin; Lan, Wei
errShare
errSave
A Graph Convolution Network-Based Model for Prioritizing Personalized Cancer Driver Genes of Individual Patients
errIEEE TRANSACTIONS ON NANOBIOSCIENCE
IF4.4
err2023-10-01
err6
PREAI
errPeng, Wei; Yu, Piaofang; Dai, Wei; Fu, Xiaodong; Liu, Li; Pan, Yi
errShare
errSave

Research Directions

机器学习、数据挖掘、生物信息学、医学图像、大数据等
Co-authors
Cooperation Journals
刘
刘李 (Li Liu)
H-index: 85 · Papers: 1.8K
王健行 cover
王健行 (Jianxin Wang)
H-index: 85 · Papers: 1.7K
Y
Yi Pan
H-index: 83 · Papers: 906
F
Fang‐Xiang Wu
H-index: 69 · Papers: 541
Z
Zhipeng Cai
H-index: 66 · Papers: 590
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