科研成果

  • Community detection based on community structure enhancement and multi-objective particle swarm optimization

    International Journal of Data Science and Analytics, 22, 145

    Yan Sun, Fanyu Zhang, Mingyuan Bi, Junliang Shang, Defu Qiu, Hanxiang Wang, Jin-Xing Liu · 2026

  • DHGCMDA: a dual-view heterogeneous graph contrastive learning framework for miRNA-disease association type prediction

    BMC Bioinformatics, 27, 100

    Yan Sun, Fanyu Zhang, Shijia Yan, Xiaotong Kong, Hanxiang Wang, Junliang Shang, Jin-Xing Liu · 2026

  • Drone-Based High-Precision Object Detection in Remote Sensing with Attention-Guided Feature Fusion

    Tsinghua Science and Technology, 31, 1263-1281

    Hanxiang Wang, Yanfen Li, Yuanke Zhang, Junliang Shang, Guangshun Li, Liem Dinh-Tien, L. Minh Dang, Hyoung-Kyu Song, Hyeonjoon Moon · 2026

  • Boosting Low-Light sewer defect detection via Illumination-Aware lightweight YOLO framework

    Measurement, 120548

    Yanfen Li, Hanxiang Wang, Yuanke Zhang, Junliang Shang, Guangshun Li, L. Minh Dang · 2026

  • Prediction of multicategory miRNA-disease associations based on bidirectional hypergraph attention network and gated convolutional strategy

    Journal of Computer-Aided Molecular Design, 40, 131

    Yan Sun, Xiaoqi Tang, Junliang Shang, Hanxiang Wang, Defu Qiu, Yuanke Zhang, Jin-Xing Liu · 2026

  • MsDGCN: multi-scale diffusion graph convolutional network for the prediction of drug-disease association

    Journal of Computer-Aided Molecular Design, 40, 98

    Xiaotong Kong, Yan Sun, Junliang Shang, Xiaohan Zhang, Xiaoqi Tang, Hanxiang Wang, Defu Qiu, Yuanke Zhang, Jin-Xing Liu · 2026

  • 基于仿生视觉动态感知的农作物病害检测方法研究与应用

    国家自然科学基金青年项目,2502271

    王瀚祥 · 2026

  • scFNSA: A Factorized Node-Set Attentive Framework for Single-Cell Multi-Omics Integration

    Journal of Chemical Information and Modeling, 66, 5558-5572

    Shoujia Jiang, Junliang Shang, Defu Qiu, Hanxiang Wang, Jin-Xing Liu · 2026

  • SpaVGMC: A Unified Representation Learning Framework via Structural and Semantic Alignment in Spatial Transcriptomics

    Journal of Chemical Information and Modeling, 66, 7320-7335

    Aitian Fan, Junliang Shang, Xiaohan Zhang, Wenjing Su, Defu Qiu, Hanxiang Wang, Jin-Xing Liu · 2026

  • TumorNet: A hybrid lightweight framework for brain tumor classification and reasoning

    Information Sciences, 746, 123423

    Hanxiang Wang, Muhammad Zaqeem, Muhammad Fayaz, Defu Qiu, Sajjad Ahadzadeh, Tan N. Nguyen, L. Minh Dang · 2026