Published Book Chapters

S. Chhetri, J. Wan, A. Canedo, M. A. Al Faruque, “Design Automation using Structural Graph Convolutional Neural Networks”, included in the Springer Book titled “Design Automation of Cyber-Physical Systems, 2019

Journal/Transaction Publications

Odema, M., Bouzidi, H., Ouarnoughi, H., Niar, S., & Al Faruque, M. A. (2023). MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment. ACM Transactions on Embedded Computing Systems22(5s), 1-26. download pdf

Rashid, N., Demirel, B. U., & Al Faruque, M. A. (2022). AHAR: Adaptive CNN for energy-efficient human activity recognition in low-power edge devices. IEEE Internet of Things Journal9(15), 13041-13051. download pdf

A. Malawade, S-Y Yu, B. Hsu, D. Muthirayan, P. Khargonekar, M. A. Al Faruque, “Spatio-Temporal Scene-Graph Embedding for Autonomous Vehicle Collision Prediction”, published in the IEEE Internet of Things Journal, 2022. download pdf

T. Mortlock, D. Muthirayan, S-Y Yu, P. Khargonekar, M. A. Al Faruque, “Graph Learning for Cognitive Digital Twins in Manufacturing Systems “, published in the IEEE Transactions on Emerging Topics in Computing (IEEE TETC’21), 2021. download pdf

S. Yu, A. V. Malawade, D. Muthirayan, P. P. Khargonekar, M. A. Al Faruque, “Scene-Graph Augmented Data-Driven Risk Assessment of Autonomous Vehicle Decisions”, published in IEEE Transactions on Intelligent Transportation Systems, 2021. download pdf

Shih-Yuan Yu, Sujit Rokka Chhetri, Arquimedes Canedo, Palash Goyal, Mohammad Abdullah Al Faruque, “Pykg2vec: A Python Library for Knowledge Graph Embedding”, Journal of Machine Learning Research (16):1−6, 2021. download pdf

A. Canedo, Z. Zhang, A. Albaqsami, J. Wan, M. A. Al Faruque, “Maintaining the Design Intent in the Synthesis of 3D and 1D System Models using Constraints“, published in theIEEE Systems Journal (IEEE ISJ’16), July, 2016 download pdf

Major Conference/Symposium Publications/arXiv

Tuo Zhou, Shih-Yuan Yu, Matthew Michaels, Fangzhou Du, Lawrence Kulinsky, Mohammad Abdullah Al Faruque, “Establishing Digital Recognition and Identification of Microscopic Objects for Implementation of Artificial Intelligence (AI) Guided Microassembly”, accepted to the 2021 World Congress on Micro and Nano Manufacturing (WCMNM 2021). download pdf

I. Akrotirianakis, A. V. Kannan, D. Fradkin, T. Kulahcioglu, A. Canedo, A. Roy, S. Yu, A. Malawade, M. A. Al Faruque, “Multimodal Knowledge Graph for Deep Learning Papers-and-Code”, accepted to ACM International Conference on Information and Knowledge Management (CIKM 2020). download pdf

J. Wan, B. Pollard, S. Chhetri, M. A. Al Faruque, A. Canedo, “Structural Graph Convolutional Neural Networks for Engineering“, published in the ACM/IEEE International Conference on Computer-Aided  Design (ICCAD’18), San Diego, CA, November, 2018. download pdf

Technical Reports/Posters/Other Publications

Shih-Yuan Yu, A. Malawade, A. M. Thu, M. A. Al Faruque, Deep Code Curator –Code2Graph Part II, CECS TR 20-01, posted on May 18, 2020

Shih-Yuan Yu, A. Aksakal, S. Chhetri, M. A. Al Faruque, Deep Code Curator – Technical Report on Code2Graph, CECS TR 19-01, posted on May 22, 2019

J. Wan, A. Canedo, M. A. Al Faruque, “System Level CPS design using Non-Euclidean Training Method” CECS TR 18-02, posted on June 6, 2018. download pdf