Publications

† denotes equal contribution | * denotes corresponding authorship

2025

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    BALM-TSF: Balanced Multimodal Alignment for LLM-Based Time Series Forecasting
    Shiqiao Zhou, Holger Schöner, Huanbo Lyu, Fouché Edouard, and Shuo Wang*
    The 34th Conference on Information and Knowledge Management (CIKM 2025), 2025
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    A Data-Driven Multi-Objective Optimisation Framework for Energy Efficiency and Thermal Comfort in Flexible Building Spaces
    Huanbo Lyu, Daniel Herring*, Hongkuan Chen, Shiqiao Zhou, Jianyu Zhang, Lingfeng Wang, Zheming Zuo, James Andrews*, Fabian Spill, Jelena Ninic, and Shuo Wang*
    Energy and Buildings, 2025
    URL Code
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    Comprehensive Assessment of Failure Mode and Shear Capacity of Reinforced Concrete Circular Columns Based on Data-Driven Machine Learning Methods
    Yue Wen†, Shiqiao Zhou†, Gaochuang Cai*, Zhili He, and Amir Si Larbi
    Engineering Applications of Artificial Intelligence (EAAI), 2025
    URL
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    DAEA: Enhancing Entity Alignment in Real-World Knowledge Graphs Through Multi-Source Domain Adaptation
    Linyan Yang, Shiqiao Zhou*, Jingwei Cheng, Fu Zhang, Jizheng Wan, Shuo Wang, and Mark Lee
    The 31st International Conference on Computational Linguistics (COLING 2025) , 2025
    URL Code