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2026 Journal Article Do digital twins need people? Integration of the human dimension into digital twins of the natural environmentDhakal, Sandeep, Parry, Hazel, Li, Yayong, Loechel, Barton and Moghadam, Peyman (2026). Do digital twins need people? Integration of the human dimension into digital twins of the natural environment. Socio-Environmental Systems Modelling, 8, 18760. doi: 10.18174/sesmo.18760 |
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2026 Journal Article A traffic flow forecasting model based on dynamic graph learning and temporally adaptive attentionZhang, Hong, Qi, Fangzheng, Zhang, Yu, Qin, Yijie and Li, Yayong (2026). A traffic flow forecasting model based on dynamic graph learning and temporally adaptive attention. Safety Science, 195 107063, 107063-195. doi: 10.1016/j.ssci.2025.107063 |
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2026 Journal Article AI ethics in geoscience: toward trustworthy and responsible innovationWu, Jinran, Tian, Xin, Wang, You-Gan, Li, Tong, Liu, Qingyang, Li, Yayong, Cui, Lizhen, Tian, Zhuangcai, Xu, Jing, Lyu, Xianzhou and Mo, Yuming (2026). AI ethics in geoscience: toward trustworthy and responsible innovation. Geography and Sustainability, 7 (1) 100414, 1-4. doi: 10.1016/j.geosus.2026.100414 |
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2024 Journal Article A hierarchical attention-based feature selection and fusion method for credit risk assessmentLiu, Ximing, Li, Yayong, Dai, Cheng and Zhang, Hong (2024). A hierarchical attention-based feature selection and fusion method for credit risk assessment. Future Generation Computer Systems, 160, 537-546. doi: 10.1016/j.future.2024.06.036 |
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2022 Journal Article Informative pseudo-labeling for graph neural networks with few labelsLi, Yayong, Yin, Jie and Chen, Ling (2022). Informative pseudo-labeling for graph neural networks with few labels. Data Mining and Knowledge Discovery, 37 (1), 228-254. doi: 10.1007/s10618-022-00879-4 |
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2021 Journal Article SEAL: Semisupervised Adversarial Active Learning on attributed graphsLi, Yayong, Yin, Jie and Chen, Ling (2021). SEAL: Semisupervised Adversarial Active Learning on attributed graphs. IEEE Transactions on Neural Networks and Learning Systems, 32 (7) 9158558, 3136-3147. doi: 10.1109/tnnls.2020.3009682 |
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2018 Journal Article An Efficient H.264/AVC to HEVC Transcoder for Real-Time Video Communication in Internet of VehiclesLiu, Xingang, Li, Yayong, Dai, Cheng, Li, Pan and Yang, Laurence T. (2018). An Efficient H.264/AVC to HEVC Transcoder for Real-Time Video Communication in Internet of Vehicles. IEEE Internet of Things Journal, 5 (4), 3186-3197. doi: 10.1109/jiot.2018.2837034 |
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2017 Journal Article An adaptive CU size decision algorithm for HEVC intra prediction based on complexity classification using machine learningLiu, Xingang, Li, Yayong, Liu, Deyuan, Wang, Peicheng and Yang, Laurence T. (2017). An adaptive CU size decision algorithm for HEVC intra prediction based on complexity classification using machine learning. IEEE Transactions on Circuits and Systems for Video Technology, 29 (1), 144-155. doi: 10.1109/tcsvt.2017.2777903 |
