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Li, Bo
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Trustworthy AI: from principles to practices
Li B., Qi P., Liu B., Di S., Liu J., Pei J., Yi J., Zhou B. ACM Computing Surveys 55(9): 1-46, 2023. Type: Article, Reviews: (2 of 2)
As computing technology continues to evolve, artificial intelligence (AI) is playing an increasing role in various aspects of our lives. Although AI dates back many decades--I took an AI subject in my university studies, in 1988--only re...
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Mar 12 2024
Trustworthy AI: from principles to practices
Li B., Qi P., Liu B., Di S., Liu J., Pei J., Yi J., Zhou B. ACM Computing Surveys 55(9): 1-46, 2023. Type: Article, Reviews: (1 of 2)
As systems based on artificial intelligence (AI) have become the backbone of various public services such as transportation, finance, medicine, security, academics, medicine, and entertainment, the reliability and trustworthiness of AI artifacts/p...
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Jan 30 2024
Detection of crop pests and diseases based on deep convolutional neural network and improved algorithm
Wu J., Li B., Wu Z. ICMLT 2019 (Proceedings of the 2019 4th International Conference on Machine Learning Technologies, Nanchang, China, Jun 21-23, 2019) 20-27, 2019. Type: Proceedings
Especially in large monoculture-based agricultural settings, an outbreak of pests or diseases can have a major impact on yield or quality of a crop. Advances in image processing based on convolutional neural network (CNN) architecture ...
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Sep 29 2020
DeepGauge: multi-granularity testing criteria for deep learning systems
Ma L., Juefei-Xu F., Zhang F., Sun J., Xue M., Li B., Chen C., Su T., Li L., Liu Y., Zhao J., Wang Y. ASE 2018 (Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering, Montpellier, France, Sep 3-7, 2018) 120-131, 2018. Type: Proceedings
Deep learning systems, driven by the success of deep neural networks (DNNs), are used in a wide variety of application areas, including safety-critical areas such as medical diagnostics and autonomous vehicles. However, DNN testing lag...
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Oct 30 2019
Wireless routing and control: a cyber-physical case study
Li B., Ma Y., Westenbroek T., Wu C., Gonzalez H., Lu C. ICCPS 2016 (Proceedings of the 7th International Conference on Cyber-Physical Systems, Vienna, Austria, Apr 11-14, 2016) 1-10, 2016. Type: Proceedings
Utilization of wireless sensor networks at automated industrial processing plants, not only for monitoring aspects but also for actuator ones, opens a new horizon for their deployment. In this platform, sensing components, control adap...
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Oct 6 2016
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