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Spatio-Temporal Scene-Graph Embedding for Autonomous Vehicle Collision Prediction


Nov 11, 2021
Arnav V. Malawade, Shih-Yuan Yu, Brandon Hsu, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad A. Al Faruque

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Graph Learning for Cognitive Digital Twins in Manufacturing Systems


Sep 17, 2021
Trier Mortlock, Deepan Muthirayan, Shih-Yuan Yu, Pramod P. Khargonekar, Mohammad A. Al Faruque

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roadscene2vec: A Tool for Extracting and Embedding Road Scene-Graphs


Sep 02, 2021
Arnav Vaibhav Malawade, Shih-Yuan Yu, Brandon Hsu, Harsimrat Kaeley, Anurag Karra, Mohammad Abdullah Al Faruque

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HW2VEC: A Graph Learning Tool for Automating Hardware Security


Jul 26, 2021
Shih-Yuan Yu, Rozhin Yasaei, Qingrong Zhou, Tommy Nguyen, Mohammad Abdullah Al Faruque

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GNN4IP: Graph Neural Network for Hardware Intellectual Property Piracy Detection


Jul 19, 2021
Rozhin Yasaei, Shih-Yuan Yu, Emad Kasaeyan Naeini, Mohammad Abdullah Al Faruque

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Scene-Graph Augmented Data-Driven Risk Assessment of Autonomous Vehicle Decisions


Aug 31, 2020
Shih-Yuan Yu, Arnav V. Malawade, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad A. Al Faruque

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* 10 pages, 5 figures, 1 table 

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