Renchu Guan - Publications, H-index & Citations

Renchu Guan

Jilin University

29H指数

146论文数

2.7K被引数

收录论文 43

发表时间

Weakly-Supervised Learning with Partial Multi-Labels by Leveraging Dual Label Correlation Perspectives 弱监督学习：通过利用双标签相关性视角实现部分多标签

ACM Transactions on Knowledge Discovery from Data

IF4.8

2026-09-19

OAAI

Ximing Li; Yuanchao Dai; Bing Wang; Changchun Li; Renchu Guan; Fangming Gu; Jihong Ouyang

Generate and Filter: A GNN-Based Approach for Graph Anomaly Detection 生成与过滤：基于GNN的图异常检测方法

IEEE Transactions on Pattern Analysis and Machine Intelligence

IF18.6

2026-08-17

OAAI

Mengyu Li; Yonghao Liu; Ximing Li; Lan Huang; Fausto Giunchiglia; Yanchun Liang; Xiaoyue Feng; Renchu Guan

Toward Robust Weakly Supervised Text Classification: Weak Supervision Generation and Correlation-Aware Supervision Propagation 迈向鲁棒的弱监督文本分类：弱监督生成与关联感知监督传播

IEEE Transactions on Neural Networks and Learning Systems

IF8.9

2026-07-22

PREAI

Ximing Li; Yiming Wang; Chenglong Hu; Guiyu Mu; Bo Fu; Renchu Guan; Jihong Ouyang

Detecting Misinformation by Uncovering Commonsense Conflicts With LLM Workflows 通过LLM工作流程揭示常识冲突来检测虚假信息

IEEE Transactions on Knowledge and Data Engineering

IF10.4

2026-01-05

PREAI

Bing Wang; Ximing Li; Changchun Li; Bingrui Zhao; Renchu Guan; Lin Yuanbo Wu; Jungong Han

High-parameter spatial multi-omics through histology-anchored integration 高参数空间多组学通过组织学锚定整合

Nature Methods

IF32.1

2025-12-17

PREAI

Yonghao Liu; Chuyao Wang; Zhikang Wang; Liang Chen; Zhi Li; Jiangning Song; Qi Zou; Rui Gao; Bin-Zhi Qian; Xiaoyue Feng; Renchu Guan; Zhiyuan Yuan

Injury-induced Clusterin+ cardiomyocytes suppress inflammation and promote regeneration in neonatal and adult hearts by reprogramming macrophages 损伤诱导的Clusterin+心肌细胞通过重编程巨噬细胞，在新生和成年心脏中抑制炎症并促进再生。

Cell Stem Cell

IF20.4

2025-11-07

PREAI

Lei Fan; Qi Tang; Yutong Wang; Hang Sun; Ge Li; Yi Yang; Huiying Zhu; Zhaoyuan Liu; He Wang; Hongyan Wang; Qing Jing; Christopher L. Antos; Hui Xiao; Renchu Guan; Gang Pei; Florent Ginhoux; Zhigang Zhou; An Zeng

A Semi-Supervised Multi-Scale Convolutional Neural Network for Hyperspectral Image Classification with Limited Labeled Samples 一种用于高光谱图像分类的半监督多尺度卷积神经网络（仅限少量标记样本）

Remote Sensing 2025, Vol. 17, Page 3273

IF4.1

2025-09-27

OAAI

Chen Yang; Zizhuo Liu; Renchu Guan; Haishi Zhao

A Dynamic Multi-Scale Hypergraph Learning Framework Driven by Features and Structures for ceRNA-Disease Association Prediction 一种由特征和结构驱动的动态多尺度超图学习框架，用于ceRNA-疾病关联预测

IEEE Journal of Biomedical and Health Informatics

IF6.8

2025-08-25

PREAI

Xin-Fei Wang; Lan Huang; Yan Wang; Ren-Chu Guan; Zhu-Hong You; Feng-Feng Zhou; Yu-Qing Li; Yuan Fu

Factors Contributing to the High Malignancy Level of Cholangiocarcinoma and Its Epidemiology: Literature Review and Data 导致胆管癌高恶性程度的相关因素及其流行病学：文献综述与数据

BIOLOGY-BASEL

IF3.5

2025-03-28

OAAI

Li, Xuan; Guan, Renchu; Zhang, Shuangquan

Foundation models in bioinformatics 生物信息学基础模型

NATIONAL SCIENCE REVIEW

IF17.1

2025-01-25

OAAI

Guo, Fei; Guan, Renchu; Li, Yaohang; Liu, Qi; Wang, Xiaowo; Yang, Can

Cross-Modality Adaptive Feature Fusion for Multitype and Multiscale Impact Craters Identification on Mars 用于火星多类型和多尺度撞击坑识别的跨模态自适应特征融合

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2025-01-01

PREAI

Yang, Chen; Zhao, Minghao; Bruzzone, Lorenzo; Guan, Renchu; Zhao, Haishi

A multi-task prediction method based on neighborhood structure embedding and signed graph representation learning to infer the relationship between circRNA, miRNA, and cancer

BRIEFINGS IN BIOINFORMATICS

IF7.7

2024-11-11

OAAI

Huang, Lan; Wang, Xin-Fei; Wang, Yan; Guan, Ren-Chu; Sheng, Nan; Xie, Xu-Ping; Wang, Lei; Zhao, Zi-qi

A multichannel graph neural network based on multisimilarity modality hypergraph contrastive learning for predicting unknown types of cancer biomarkers

BRIEFINGS IN BIOINFORMATICS

IF7.7

2024-11-11

OAAI

Wang, Xin-Fei; Huang, Lan; Wang, Yan; Guan, Ren-Chu; You, Zhu-Hong; Sheng, Nan; Xie, Xu-Ping; Yang, Qi-Xing

Multi-view learning framework for predicting unknown types of cancer markers via directed graph neural networks fitting regulatory networks

BRIEFINGS IN BIOINFORMATICS

IF7.7

2024-10-27

OAAI

Wang, Xin-Fei; Huang, Lan; Wang, Yan; Guan, Ren-Chu; You, Zhu-Hong; Sheng, Nan; Xie, Xu-Ping; Hou, Wen-Ju

Meta-GPS plus plus : Enhancing Graph Meta-Learning with Contrastive Learning and Self-Training

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2024-10-24

PREAI

Liu, Yonghao; Li, Mengyu; Li, Ximing; Huang, Lan; Giunchiglia, Fausto; Liang, Yanchun; Feng, Xiaoyue; Guan, Renchu

Multi-Omics Profiling Unveils the Complexity and Dynamics of Immune Infiltrates in Intrahepatic Cholangiocarcinoma

BIOLOGY-BASEL

IF3.5

2024-10-11

OAAI

Li, Xuan; Wang, Yan; Guan, Renchu; Sheng, Nan; Zhang, Shuangquan

SEOE: an option graph based semantically embedding method for prenatal depression detection

FRONTIERS OF COMPUTER SCIENCE

IF4.6

2024-06-27

PREAI

Han, Xiaosong; Cao, Mengchen; Xu, Dong; Feng, Xiaoyue; Liang, Yanchun; Lang, Xiaoduo; Guan, Renchu

MSI-DTI: predicting drug-target interaction based on multi-source information and multi-head self-attention Msi-dti: 基于多源信息和多头自我注意预测药物-靶标相互作用

BRIEFINGS IN BIOINFORMATICS

IF7.7

2024-05-18

OAAI

Zhao, Wenchuan; Yu, Yufeng; Liu, Guosheng; Liang, Yanchun; Xu, Dong; Feng, Xiaoyue; Guan, Renchu

Comprehensive mapping of lunar surface chemistry by adding Chang'e-5 samples with deep learning

NATURE COMMUNICATIONS

IF15.7

2023-11-20

OAAI

Yang, Chen; Zhang, Xinmei; Bruzzone, Lorenzo; Liu, Bin; Liu, Dawei; Ren, Xin; Benediktsson, Jon Atli; Liang, Yanchun; Yang, Bo; Yin, Minghao; Zhao, Haishi; Guan, Renchu; Li, Chunlai; Ouyang, Ziyuan

A comprehensive psychological tendency prediction model for pregnant women based on questionnaires

SCIENTIFIC REPORTS

IF3.9

2023-01-02

OAAI

Han, Xiaosong; Cao, Mengchen; He, Junru; Xu, Dong; Liang, Yanchun; Lang, Xiaoduo; Guan, Renchu

研究方向