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Runyuan Guo

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2020 – today

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2024
[j5]
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  - journals/cga/TongLHDWGL24
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Shuo Tong, Han Liu, Yuxin He, Chenxiao Du, Wenqing Wang, Runyuan Guo, Jingyun Liu:
Weakly Supervised Exaggeration Transfer for Caricature Generation With Cross-Modal Knowledge Distillation. IEEE Computer Graphics and Applications 44(4): 98-112 (2024)
[j4]
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  - journals/sensors/GuoCLW24
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Runyuan Guo, Qingyuan Chen, Han Liu, Wenqing Wang:
Adversarial Robustness Enhancement for Deep Learning-Based Soft Sensors: An Adversarial Training Strategy Using Historical Gradients and Domain Adaptation. Sensors 24(12): 3909 (2024)
[j3]
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He Zhang, Han Liu, Runyuan Guo, Lili Liang, Qing Liu, Wenlu Ma:
ODNet: A High Real-Time Network Using Orthogonal Decomposition for Few-Shot Strip Steel Surface Defect Classification. Sensors 24(14): 4630 (2024)
[j2]
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Runyuan Guo, Han Liu, Ding Liu:
When Deep Learning-Based Soft Sensors Encounter Reliability Challenges: A Practical Knowledge-Guided Adversarial Attack and Its Defense. IEEE Trans. Ind. Informatics 20(2): 2702-2714 (2024)
2023
[j1]
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  - journals/tii/GuoLXZL23
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Runyuan Guo, Han Liu, Guo Xie, Youmin Zhang, Ding Liu:
A Self-Interpretable Soft Sensor Based on Deep Learning and Multiple Attention Mechanism: From Data Selection to Sensor Modeling. IEEE Trans. Ind. Informatics 19(5): 6859-6871 (2023)

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