X. (Xiaotian) Guo MSc
Faculteit der Natuurwetenschappen, Wiskunde en Informatica
Informatics Institute
Bezoekadres
- Science Park 900
Postadres
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Postbus 94323
1090 GH Amsterdam
Contactgegevens
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Publicaties
2024
- Guo, X., Jiang, Q., Pimentel, A. D., & Stefanov, T. (2024). Model and system robustness in distributed CNN inference at the edge. Integration, 102299. https://doi.org/10.1016/j.vlsi.2024.102299
- Guo, X., Jiang, Q., Pimentel, A. D., & Stefanov, T. P. (2024). RobustDiCE: Robust and Distributed CNN Inference at the Edge. In Proceedings of the 29th Asia and South Pacific Design Automation Conference, ASPDAC 2024, Incheon, Korea, January 22-25, 2024 (pp. 26-31). IEEE. https://doi.org/10.1109/ASP-DAC58780.2024.10473970
2023
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. Advance online publication. https://doi.org/10.48550/arXiv.2207.12113, https://doi.org/10.1109/JIOT.2023.3237572 [details]- 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 [details]
2022
- Guo, X. (Author), Savva, A. (Developer), & Polstra, S. (Author). (2022). AutoDiCE (Automated Distributed CNN Inference at the Edge). Software, GitHub. https://github.com/parrotsky/AutoDiCE
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Nevenwerkzaamheden
Geen nevenwerkzaamheden
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. Advance online publication.