Publications

    2025 −

  • 10
    Demonstration Selection for In-Context Learning via Reinforcement Learning
    Xubin Wang, Jianfei Wu, Yichen Yuan, Deyu Cai, Mingzhe Li, Weijia Jia
    Forty-Second International Conference on Machine Learning (ICML), 2025 CCF A
  • 9
    Empowering Edge Intelligence: A Comprehensive Survey on On-Device AI Models
    Xubin Wang, Zhiqing Tang, Jianxiong Guo, Tianhui Meng, Chenhao Wang, Tian Wang, Weijia Jia
    ACM Computing Surveys, 57(9):1-39, 2025 SCI I
  • 8
    Enhancing text annotation through rationale-driven collaborative few-shot prompting
    Jianfei Wu, Xubin Wang, Weijia Jia
    ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025 CCF B

    • 2024 −

  • 7
    Exhaustive Exploitation of Nature-inspired Computation for Cancer Screening in an Ensemble Manner
    Xubin Wang, Yunhe Wang, Zhiqiang Ma, Ka-Chun Wong, Xiangtao Li
    IEEE/ACM Transactions on Computational Biology and Bioinformatics, 21(5):1366-1379, 2024 CCF B
  • 6
    MEL: Efficient Multi-Task Evolutionary Learning for High-Dimensional Feature Selection
    Xubin Wang, Haojiong Shangguan, Fengyi Huang, Shangrui Wu, Weijia Jia
    IEEE Transactions on Knowledge and Data Engineering, 36(08):4020-4033, 2024 CCF A
  • 5
    Evolving Pathway Activation from Cancer Gene Expression Data using Nature-inspired Ensemble Optimization
    Xubin Wang, Yunhe Wang, Zhiqiang Ma, Ka-Chun Wong, Xiangtao Li
    Expert Systems with Applications, 248:123469, 2024 SCI I

    • 2022 −

  • 4
    A Feature Weighting Particle Swarm Optimization Method to Identify Biomarker Genes
    Xubin Wang, Weijia Jia
    2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 830-834, 2022 CCF B
  • 3
    Exploring Cancer Biomarker Genes from Gene Expression Data via Nature-inspired Multiobjective Optimization
    Huimin Gao, Chuang Bian, Xubin Wang, Xiangtao Li, Yunhe Wang
    2022 34th Chinese Control and Decision Conference (CCDC), 5000-5007, 2022 Others
  • 2
    scEFSC: Accurate Single-cell RNA-seq Data Analysis via Ensemble Consensus Clustering Based on Multiple Feature Selections
    Chuang Bian, Xubin Wang, Yanchi Su, Yunhe Wang, Ka-Chun Wong, Xiangtao Li
    Computational and Structural Biotechnology Journal, 20:2181-2197, 2022 SCI II
  • 1
    A self-adaptive weighted differential evolution approach for large-scale feature selection
    Xubin Wang, Yunhe Wang, Ka-Chun Wong, Xiangtao Li
    Knowledge-Based Systems, 235:107633, 2022 SCI I