| Scene-graph augmented data-driven risk assessment of autonomous vehicle decisions SY Yu, AV Malawade, D Muthirayan, PP Khargonekar, MA Al Faruque IEEE Transactions on Intelligent Transportation Systems 23 (7), 7941-7951, 2021 | 92 | 2021 |
| GNN4TJ: Graph Neural Networks for Hardware Trojan Detection at Register Transfer Level Rozhin Yasaei*, Shih-Yuan Yu*, Mohammad Abdullah Al Faruque IEEE/ACM Design Automation and Test in Europe Conference (DATE'21), 2021 | 89* | 2021 |
| Spatiotemporal scene-graph embedding for autonomous vehicle collision prediction AV Malawade, SY Yu, B Hsu, D Muthirayan, PP Khargonekar, ... IEEE Internet of Things Journal 9 (12), 9379-9388, 2022 | 70 | 2022 |
| Graph learning for cognitive digital twins in manufacturing systems T Mortlock, D Muthirayan, SY Yu, PP Khargonekar, MA Al Faruque IEEE Transactions on Emerging Topics in Computing 10 (1), 34-45, 2021 | 66 | 2021 |
| Cognitive digital twin for manufacturing systems MA Al Faruque, D Muthirayan, SY Yu, PP Khargonekar 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 440-445, 2021 | 62 | 2021 |
| Co-locating services in IoT systems to minimize the communication energy cost Z Huang, KJ Lin, SY Yu, JY Hsu Journal of Innovation in Digital Ecosystems 1 (1-2), 47-57, 2014 | 60 | 2014 |
| Sabotage attack detection for additive manufacturing systems SY Yu, AV Malawade, SR Chhetri, MA Al Faruque IEEE Access 8, 27218-27231, 2020 | 55 | 2020 |
| Hardware trojan detection using graph neural networks R Yasaei, L Chen, SY Yu, MA Al Faruque IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2022 | 50 | 2022 |
| Multimodal knowledge graph for deep learning papers and code AV Kannan, D Fradkin, I Akrotirianakis, T Kulahcioglu, A Canedo, A Roy, ... Proceedings of the 29th ACM International Conference on Information …, 2020 | 50 | 2020 |
| HW2VEC: A graph learning tool for automating hardware security SY Yu, R Yasaei, Q Zhou, T Nguyen, MA Al Faruque 2021 IEEE International Symposium on Hardware Oriented Security and Trust …, 2021 | 45 | 2021 |
| Pykg2vec: A python library for knowledge graph embedding SY Yu, SR Chhetri, A Canedo, P Goyal, MA Al Faruque Journal of Machine Learning Research 22 (16), 1-6, 2021 | 36 | 2021 |
| GNN4IP: Graph Neural Network for Hardware Intellectual Property Piracy Detection Rozhin Yasaei*, Shih-Yuan Yu*, Emad Kasaeyan Naeini, Mohammad Abdullah Al ... Design automation Conference (DAC), 2021 | 35* | 2021 |
| Roadscene2vec: A tool for extracting and embedding road scene-graphs AV Malawade, SY Yu, B Hsu, H Kaeley, A Karra, MA Al Faruque Knowledge-Based Systems 242, 108245, 2022 | 26 | 2022 |
| Qos oriented sensor selection in iot system SY Yu, CS Shih, JY Hsu, Z Huang, KJ Lin 2014 IEEE International Conference on Internet of Things (iThings), and IEEE …, 2014 | 19 | 2014 |
| Cfg2vec: Hierarchical graph neural network for cross-architectural software reverse engineering SY Yu, YG Achamyeleh, C Wang, A Kocheturov, P Eisen, MA Al Faruque 2023 IEEE/ACM 45th International Conference on Software Engineering …, 2023 | 12 | 2023 |
| Rs2g: Data-driven scene-graph extraction and embedding for robust autonomous perception and scenario understanding J Wang, AV Malawade, J Zhou, SY Yu, MA Al Faruque Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 10 | 2024 |
| Building energy efficient internet of things by co-locating services to minimize communication Z Huang, KJ Lin, SY Yu, JY Hsu Proceedings of the 6th International Conference on Management of Emergent …, 2014 | 8 | 2014 |
| Artificial intelligence algorithms enable automated characterization of the positive and negative dielectrophoretic ranges of applied frequency M Michaels, SY Yu, T Zhou, F Du, MA Al Faruque, L Kulinsky Micromachines 13 (3), 399, 2022 | 6 | 2022 |
| Cognitive digital twin for manufacturing systems. In 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE)(pp. 440-445) MA Al Faruque, D Muthirayan, SY Yu, PP Khargonekar IEEE, 2021 | 6 | 2021 |
| Methods for spatio-temporal scene-graph embedding for autonomous vehicle applications MA Al Faruque, SY Yu, AV Malawade, D Muthirayan, PP Khargonekar US Patent App. 18/154,987, 2023 | 4 | 2023 |
Mohammad Abdullah Al FaruqueProfessor of University of California Irvine在 uci.edu 的電子郵件地址已通過驗證