ITS Publications - The Institute of Transportation Studies at UC Irvine

conference paper | December 31, 2025

conference paper | August 2025

Yonatan G. Achamyeleh, Shih-Yuan Yu, Gustavo Q. Araya and Mohammad A. Al Faruque (2025) “Bridging the Binary Analysis Gap: A Cross-Compiler Dataset and Neural Framework for Industrial Control Systems”, in Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2. New York, NY, USA: Association for Computing Machinery (KDD '25), pp. 5260–5269.

published journal article | December 31, 2025

published journal article | June 2025

Luke Chen, Mohanad Odema and Mohammad Abdullah Al Faruque (2025) “DisCovHAR: Contrastive Attention for Human Activity Recognition Under Distribution Shifts”, IEEE Internet of Things Journal, 12(12), pp. 21973–21983.

conference paper | October 21, 2025

conference paper | April 2025

Junyao Wang and Mohammad Abdullah Al Faruque (2025) “Transformer-Based Contrastive Meta-Learning For Low-Resource Generalizable Activity Recognition”, in ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 1–5.

conference paper | October 21, 2025

conference paper | March 2025

Mohanad Odema, Luke Chen, Hyoukjun Kwon and Mohammad Abdullah Al Faruque (2025) “Performance Implications of Multi-Chiplet Neural Processing Units on Autonomous Driving Perception”, in 2025 Design, Automation & Test in Europe Conference (DATE). 2025 Design, Automation & Test in Europe Conference (DATE), pp. 1–7.

Preprint Journal Article | December 31, 2025

Preprint Journal Article | January 2025

Mohamad Fakih, Rahul Dharmaji, Halima Bouzidi, Gustavo Quiros Araya, Oluwatosin Ogundare and Mohammad Abdullah Al Faruque (2025) “LLM4CVE: Enabling Iterative Automated Vulnerability Repair with Large Language Models”. arXiv.

published journal article | October 21, 2025

published journal article | January 2025

Gomez-Cabrera Alain, Ponciano Jorge Escamilla-Ambrosio and Mohammad Abdullah Al Faruque (2025) “A Review of Resilience Enhancement Techniques for Cyber-Physical Systems”, IEEE Access, 13, pp. 138061–138082.

published journal article | November 05, 2025

published journal article | January 2025

Luke Chen, Youssef Gamal, Yanda Li, Shih-Yuan Yu, Ihsen Alouani and Mohammad Abdullah Al Faruque (2025) “DART: Distribution-Aware Hardware Trojan Detection”, IEEE Transactions on Information Forensics and Security, 20, pp. 9600–9609.

book/book chapter | December 31, 2025

book/book chapter | January 2025

Anomadarshi Barua and Mohammad Abdullah Al Faruque (2025) “Hall Sensor Security, The”, in Encyclopedia of Cryptography, Security and Privacy. Springer, Cham, pp. 1051–1055.

conference paper | December 31, 2025

conference paper | January 2025

Luke Chen, Junyao Wang, Trier Mortlock, Pramod Khargonekar and Mohammad Abdullah Al Faruque (2025) “Hyperdimensional Uncertainty Quantification for Multimodal Uncertainty Fusion in Autonomous Vehicles Perception”. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 22306–22316.

Preprint Journal Article | November 26, 2025

Preprint Journal Article | December 2024

Matúš Dopiriak, Eugen Šlapak, Juraj Gazda, Devendra S. Gurjar, Mohammad Abdullah Al Faruque and Marco Levorato (2024) “Radiance Field Delta Video Compression in Edge-Enabled Vehicular Metaverse”. arXiv.

other | December 31, 2025

other | November 2024

Mohammad Abdullah Al Faruque, Yasser Shoukry Ahmed SAKR, Mohanad Mohamed Abdelmagid Abdelkhalek Odema and James Robert FERLEZ (2024) “Safely scheduling offloading of computing tasks for an autonomous vehicle”.

conference paper | January 01, 2026

conference paper | November 2024

Mohanad Odema, Luke Chen, Hyoukjun Kwon and Mohammad Abdullah Al Faruque (2024) “SCAR: Scheduling Multi-Model AI Workloads on Heterogeneous Multi-Chiplet Module Accelerators”, in 2024 57th IEEE/ACM International Symposium on Microarchitecture (MICRO). 2024 57th IEEE/ACM International Symposium on Microarchitecture (MICRO), pp. 565–579.

other | February 14, 2026

other | October 2024

Mohammad Abdullah Al Faruque, Rozhin Yasaei and Shih-Yuan Yu (2024) “A design automation methodology based on graph neural networks to model integrated circuits and mitigate hardware security threats”.

Preprint Journal Article | October 21, 2025

Preprint Journal Article | September 2024

Mohanad Odema, Luke Chen, Hyoukjun Kwon and Mohammad Abdullah Al Faruque (2024) “SCAR: Scheduling Multi-Model AI Workloads on Heterogeneous Multi-Chiplet Module Accelerators”. arXiv.

published journal article | October 21, 2025

published journal article | September 2024

Trier Mortlock and Mohammad Abdullah Al Faruque (2024) “Adaptive Data Fusion for State Estimation and Control of Power Grids Under Attack”, IEEE Transactions on Industrial Informatics, 20(9), pp. 11115–11126.

conference paper | October 21, 2025

conference paper | June 2024

Junyao Wang and Mohammad Al Faruque (2024) “SMORE: Similarity-Based Hyperdimensional Domain Adaptation for Multi-Sensor Time Series Classification”, in Proceedings of the 61st ACM/IEEE Design Automation Conference. DAC '24: 61st ACM/IEEE Design Automation Conference, San Francisco CA USA: ACM, pp. 1–6.

conference paper | December 31, 2025

conference paper | June 2024

Eugen Šlapak, Matúš Dopiriak, Mohammad Abdullah Al Faruque, Juraj Gazda and Marco Levorato (2024) “Distributed Radiance Fields for Edge Video Compression and Metaverse Integration in Autonomous Driving”, in 2024 IEEE International Conference on Smart Computing (SMARTCOMP). 2024 IEEE International Conference on Smart Computing (SMARTCOMP), pp. 71–76.

conference paper | October 21, 2025

conference paper | May 2024

Mohamad Fakih, Rahul Dharmaji, Yasamin Moghaddas, Gustavo Quiros, Oluwatosin Ogundare and Mohammad Abdullah Al Faruque (2024) “LLM4PLC: Harnessing Large Language Models for Verifiable Programming of PLCs in Industrial Control Systems”, in Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Practice. New York, NY, USA: Association for Computing Machinery (ICSE-SEIP '24), pp. 192–203.

published journal article | October 21, 2025

published journal article | May 2024

Trier Mortlock, Arnav Malawade, Kohei Tsujio and Mohammad Al Faruque (2024) “CASTNet: A Context-Aware, Spatio-Temporal Dynamic Motion Prediction Ensemble for Autonomous Driving”, ACM Trans. Cyber-Phys. Syst., 8(2), pp. 23:1–23:20.

conference paper | March 22, 2026

conference paper | May 2024

Kohei Tsujio, Mohammad Abdullah Al Faruque and Yasser Shoukry (2024) “Rampo: A CEGAR-based Integration of Binary Code Analysis and System Falsification for Cyber-Kinetic Vulnerability Detection”, in 2024 ACM/IEEE 15th International Conference on Cyber-Physical Systems (ICCPS). 2024 ACM/IEEE 15th International Conference on Cyber-Physical Systems (ICCPS), pp. 45–54.