Search Results - Cong Xu

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  1. 1

    Exploring Bill Similarity with Attention Mechanism for Enhanced Legislative Prediction by Bofeng Wang, Yanyan Li, Cong Xu

    Published 2025-06-01

    Common legislative prediction methods often emphasize bill content or social relationships. This paper, motivated by the insight that similar policy texts reflect comparable political ideologies and can lead to similar voting outcomes, proposes a deep learning method that exploits attention mechanis...

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  2. 2

    Infrared and Visible Image Fusion via Residual Interactive Transformer and Cross-Attention Fusion by Liquan Zhao, Chen Ke, Yanfei Jia, Cong Xu, Zhijun Teng

    Published 2025-07-01

    Infrared and visible image fusion combines infrared and visible images of the same scene to produce a more informative and comprehensive fused image. Existing deep learning-based fusion methods fail to establish dependencies between global and local information during feature extraction. This result...

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  3. 3

    Self-supervised deep learning for detection of forest disturbance types in a subtropical ecosystem using transformer and Sentinel-1 and Sentinel-2 time series data by Ming Zhang, Guiying Li, Dengsheng Lu, Cong Xu, Haotian Zhao, Dengqiu Li

    Published 2025-12-01

    Accurate and timely detection of forest disturbance types is crucial for evaluating ecosystem health and global climate stability. Time series remote-sensing data offers valuable spatiotemporal information. However, frequent cloud cover in subtropical regions disrupts the temporal consistency of opt...

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  4. 4

    DGAT: a dynamic graph attention neural network framework for EEG emotion recognition by Shihang Ding, Kaixuan Wang, Wenhao Jiang, Cong Xu, Hongjian Bo, Lin Ma, Haifeng Li

    Published 2025-07-01

    IntroductionEmotion recognition based on electroencephalogram (EEG) signals has shown increasing application potential in fields such as brain-computer interfaces and affective computing. However, current graph neural network models rely on predefined fixed adjacency matrices during training, which...

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  5. 5

    CALPHAD-Assisted Analysis of Fe-Rich Intermetallics and Their Effect on the Mechanical Properties of Al-Fe-Si Sheets via Continuous Casting and Direct Rolling by Longfei Li, Xiaolong Li, Lei Shi, Shouzhi Huang, Cong Xu, Guangxi Lu, Shaokang Guan

    Published 2025-05-01

    As an eco-efficient short-process manufacturing technique for aluminum alloys, twin-belt continuous casting and direct rolling (TBCCR) demonstrates significant production advantages. In this study, an Al-Fe-Si alloy system with different Fe-rich intermetallics (α-AlFe(Mn)Si and β-AlFe(Mn)Si) via TBC...

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  6. 6

    Enhancing the strength and sensitization resistance of Al–Mg–Mn alloy via the modification of β-Al3Mg2 precipitates induced by Nd and Sr addition by Cong Xu, Tianxiang Meng, Xini Yuan, Di Mei, Guangxi Lu, Longfei Li, Bing Yang, Shaokang Guan

    Published 2025-07-01

    In this work, the Nd and Sr elements were introduced into a special AA5083 (Al–Mg–Mn, 5XCT3, wCr + wTi = 0.3 wt%) alloy for modifying the β-Al3Mg2 precipitates, to investigate the influence of Sr and Nd on the mechanical properties and sensitization resistance. The results show that there is a signi...

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  7. 7

    A joint strategy of energy management and energy braking recovery for fuel cell vehicles considering ultracapacitor by Jing Zhang, Hao Li, Jiacheng Li, Chengzhi Fan, Cong Xu, Haibo He, Taiming Huang, Chunlai Li, Xiaodong Wang, Zhongmin Wan

    Published 2025-09-01

    The hybrid energy storage system composed of fuel cell, battery, and ultracapacitor holds significant potential in fuel cell vehicles. However, most of the current research only solely consider energy braking recovery or merely focus on energy management, with few conducting joint research on the tw...

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  8. 8

    Determining nitrogen status and quantifying nitrogen fertilizer requirement using a critical nitrogen dilution curve for hybrid indica rice under mechanical pot-seedling transplant... by Bo YAO, Hai-bing HE, Hao-cong XU, Tie-zhong ZHU, Tao LIU, Jian KE, Cui-cui YOU, De-quan ZHU, Li-quan WU

    Published 2021-06-01

    Field experiments of nitrogen (N) treatment at five different application rates (0, 75, 150, 225, and 300 kg ha−1) were conducted under pot-seedling mechanical transplanting (PMT) in 2018 and 2019. Two high-quality and high-yielding hybrids of indica rice, Huiliangyou 898 and Y Liangyou 900, were us...

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  9. 9

    A systematic review and meta-analysis of unilateral versus bilateral pedicle screw fixation in transforaminal lumbar interbody fusion. by Xu-Qi Hu, Xin-Lei Wu, Cong Xu, Xu-Hao Zheng, Yong-Long Jin, Li-Jun Wu, Xiang-Yang Wang, Hua-Zi Xu, Nai-Feng Tian

    Published 2014-01-01

    <h4>Background</h4>Transforaminal lumbar interbody fusion (TLIF) has become one of the most widely used procedures for lumbar spinal disorders. However, it is still unclear whether TLIF with unilateral pedicle screw (PS) fixation is as effective as that with bilateral PS fixation. We per...

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  10. 10

    Bisphenol F exposure induced vascular toxicity through intestinal microbiota imbalance by Jianlong Yan, Yanbin Pan, Huadong Liu, Jie Yuan, Jie Chen, Yannan Gao, Chaolan Lin, Feng Lin, Rongning Wang, Yaqiong He, Caiping Wang, Cong Xu, Tangzhiming Li, Peng Zhang, Yu Lan, Wenming Shao, Xinli Pang, Da Yin, Xin Sun, Weixiang Luo

    Published 2025-07-01

    IntroductionBisphenol F (BPF), a common substitute for bisphenol A (BPA), has documented toxicity in multiple organs, but its vascular effects remain unclear. This study investigated BPF’s role in vascular calcification (VC) and underlying mechanisms.MethodsDifferences in the intestinal microbiota w...

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