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Yi Guan

harbin institute of technology

24H-index
165Paper Count
1.8KCitation Count
Published Papers 34
Publication Date
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Causal Discovery from Time-Series Data with Short-Term Invariance-Based Convolutional Neural Networks
errMATHEMATICS
IF2.2
err2025-12-13
err0
PREAI
errShen, Rujia; Guan, Yi; Liu, Liangliang; Yang, Yang; Wang, Boran; Zhao, Chao; Jiang, Jingchi
errShare
errSave
Quality-Controllable automatic construction method of Chinese knowledge graph for medical decision-making applications
errINFORMATION PROCESSING & MANAGEMENT
IF6.9
err2025-07-01
err0
PREAI
errLi, Xue; Yuan, Ye; Yang, Yang; Guan, Yi; Wang, Haotian; Jiang, Jingchi; Shi, Huaizhang; Liu, Xiguang
errShare
errSave
Modeling clinical thinking based on knowledge hypergraph attention network and prompt learning for disease prediction
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-06-06
err0
PREAI
errYang, Yang; Li, Xin; Wang, Haotian; Li, Xue; Guan, Yi; Jiang, Jingchi
errShare
errSave
Causal discovery based on hierarchical reinforcement learning
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-06-01
err0
PREAI
errJiang, Jingchi; Shen, Rujia; Zhao, Chao; Guan, Yi; Yu, Xuehui; Fu, Xuelian
errShare
errSave
A bidirectional reasoning approach for blood glucose control via invertible neural networks
errComputer Methods and Programs in Biomedicine
IF4.8
err2025-05-27
err0
PREAI
errJingchi Jiang; Rujia Shen; Yang Yang; Boran Wang; Yi Guan
errShare
errSave
GPR-TSBiNet: An Information Gradient Enrichment Model for GPR B-Scan Small Target Detection
errSENSORS
IF3.5
err2025-04-01
err0
errOAAI
errWang, Chongqin; Guan, Yi; Chi, Minghe; Shen, Feng; Yu, Zhilong; Chen, Qingguo; Chen, Chao
errShare
errSave
An interactive food recommendation system using reinforcement learning
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-11-01
err1
PREAI
errLiu, Liangliang; Guan, Yi; Wang, Zi; Shen, Rujia; Zheng, Guowei; Fu, Xuelian; Yu, Xuehui; Jiang, Jingchi
errShare
errSave
EIRAD: An Evidence-Based Dialogue System With Highly Interpretable Reasoning Path for Automatic Diagnosis
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2024-10-01
err0
PREAI
errYan, Lian; Guan, Yi; Wang, Haotian; Lin, Yi; Yang, Yang; Wang, Boran; Jiang, Jingchi
errShare
errSave
Knowledge-based dynamic prompt learning for multi-label disease diagnosis
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-02-01
err2
PREAI
errXie, Jing; Li, Xin; Yuan, Ye; Guan, Yi; Jiang, Jingchi; Guo, Xitong; Peng, Xin
errShare
errSave
ARLPE: A meta reinforcement learning framework for glucose regulation in type 1 diabetics
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-10-01
err2
PREAI
errYu, Xuehui; Guan, Yi; Yan, Lian; Li, Shulang; Fu, Xuelian; Jiang, Jingchi
errShare
errSave
DED: Diagnostic Evidence Distillation for acne severity grading on face images
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-10-01
err1
PREAI
errLin, Yi; Jiang, Jingchi; Chen, Dongxin; Ma, Zhaoyang; Guan, Yi; Liu, Xiguang; You, Haiyan; Yang, Jing
errShare
errSave
LHP: Logical hypergraph link prediction
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-07-01
err1
PREAI
errYang, Yang; Li, Xue; Guan, Yi; Wang, Haotian; Kong, Chaoran; Jiang, Jingchi
errShare
errSave
DECAF: An interpretable deep cascading framework for ICU mortality prediction
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2023-04-01
err2
PREAI
errJiang, Jingchi; Yu, Xuehui; Wang, Boran; Ma, Linjiang; Guan, Yi
errShare
errSave
Insulation degradation and fracture cracks of mechanical impacted thermal-ageing oil-impregnated papers
errHIGH VOLTAGE
IF4.9
err2022-10-21
err13
errOAAI
errChi, Ming-He; Xia, Ruo-Chun; Guan, Yi; Sun, Wei-Feng; Liu, Ji; Chen, Qing-Guo
errShare
errSave
Gated Tree-based Graph Attention Network (GTGAT) for medical knowledge graph reasoning
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2022-08-01
err9
PREAI
errJiang, Jingchi; Wang, Tao; Wang, Boran; Ma, Linjiang; Guan, Yi
errShare
errSave
KIEGLFN: A unified acne grading framework on face images
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2022-06-01
err9
PREAI
errLin, Yi; Jiang, Jingchi; Ma, Zhaoyang; Chen, Dongxin; Guan, Yi; You, Haiyan; Cheng, Xue; Liu, Bingmei; Luo, Gongning
errShare
errSave
Clinical decision-making framework against over-testing based on modeling implicit evaluation criteria
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2021-07-01
err4
errOAAI
errYang, Yang; Huo, Hongxing; Jiang, Jingchi; Sun, Xuemei; Guan, Yi; Guo, Xitong; Wan, Xiang; Liu, Shengping
errShare
errSave
Biomimetic and porous nanofiber-based hybrid sensor for multifunctional pressure sensing and human gesture identification via deep learning method
errNANO ENERGY
IF17.1
err2020-10-01
err75
PREAI
errSyu, Miao Hua; Guan, Yi Jun; Lo, Wei Cheng; Fuh, Yiin Kuen
errShare
errSave
Learning an expandable EMR-based medical knowledge network to enhance clinical diagnosis
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2020-07-01
err11
PREAI
errXie, Jing; Jiang, Jingchi; Wang, Yehan; Guan, Yi; Guo, Xitong
errShare
errSave
Medical knowledge embedding based on recursive neural network for multi-disease diagnosis
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2020-03-01
err15
errOAAI
errJiang, Jingchi; Wang, Huanzheng; Xie, Jing; Guo, Xitong; Guan, Yi; Yu, Qiubin
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
B
Bin He
H-index: 87 · Papers: 1.3K
李雪 cover
李雪 (Xue Li)
H-index: 66 · Papers: 1.7K
X
Xiaolong Wang
H-index: 59 · Papers: 607
X
Xin Li
H-index: 54 · Papers: 1.1K
李鑫 cover
李鑫 (Xin Li)
H-index: 54 · Papers: 423
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