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Results: 6
Number of items: 6
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Guo, X., Jiang, Q., Pimentel, A. D., & Stefanov, T. (2025). Model and system robustness in distributed CNN inference at the edge. Integration, 100, Article 102299. https://doi.org/10.1016/j.vlsi.2024.102299 -
Guo, X., Jiang, Q., Pimentel, A. D., & Stefanov, T. (2024). RobustDiCE: Robust and Distributed CNN Inference at the Edge. In Proceedings 29th Asia and South Pacific Design Automation Conference (ASP-DAC 2024): date, January 22-25, 2024, place, Songdo Convensia Incheon, Korea (pp. 26-31). IEEE. https://doi.org/10.1109/ASP-DAC58780.2024.10473970
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Guo, X., Jiang, Q., Shen, Y., Pimentel, A. D., & Stefanov, T. (2024). EASTER: Learning to Split Transformers at the Edge Robustly. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 43(11), 3626-3637. https://doi.org/10.1109/TCAD.2024.3438995
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Guo, X., Pimentel, A. D., & Stefanov, T. (2023). Hierarchical Design Space Exploration for Distributed CNN Inference at the Edge. In I. Koprinska, P. Mignone, R. Guidotti, S. Jaroszewicz, H. Fröning, F. Gullo, P. M. Ferreiro, & D. Roqueiro (Eds.), Machine Learning and Principles and Practice of Knowledge Discovery in Databases : International Workshops of ECML PKDD 2022, Grenoble, France, September 19–23, 2022 : proceedings (Vol. I, pp. 545–556). (Communications in Computer and Information Science; Vol. 1752). Springer. https://doi.org/10.1007/978-3-031-23618-1_36
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Guo, X., Pimentel, A. D., & Stefanov, T. (2023). Automated Exploration and Implementation of Distributed CNN Inference at the Edge. IEEE Internet of Things Journal, 10(7), 5843-5858. https://doi.org/10.48550/arXiv.2207.12113, https://doi.org/10.1109/JIOT.2023.3237572
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