Farshad Firouzi

85 papers A 15B 2C 11Misc 5Journal 30Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	COMET-3D: Compute-in-Memory-Based Transformer Accelerator With Optimized Pipeline and 3D Heterogeneous Integration. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Ashish Reddy Bommana, Farshad Firouzi, Krishnendu Chakrabarty
2026	J	`jnl`	PHANTOM: Power Hammering Attack and Countermeasure on Multi-Tenant ReRAM Compute-in-Memory Accelerators. IEEE Trans. Inf. Forensics Secur. Ashish Reddy Bommana, Rajendra Bishnoi, Naghmeh Karimi, Farshad Firouzi, Krishnendu Chakrabarty
2026	J	`jnl`	Reflection on the convergence and interplay of edge, fog, and cloud in the AI-driven Internet of Things (IoT). Inf. Syst. Farshad Firouzi, Bahareh J. Farahani, Alexander Marinsek
2025	C	`conf`	AGILE: A Multi-Task Contrastive Learning Framework with Adversarial Gradient Iterative Learning for Bio-Signal Anonymization. BSN Tamonash Bhattacharyya, Farshad Firouzi, Amir M. Rahmani, Sanaz Rahimi Mousavi, Krishnendu Chakrabarty
2025	Misc	`conf`	ChipMnd: LLMs for Agile Chip Design. VTS Farshad Firouzi, David Z. Pan, Jiaqi Gu, Bahar J. Farahani, Jayeeta Chaudhuri, Ziang Yin, Pingchuan Ma, Peter Domanski, Krishnendu Chakrabarty
2025	A	`conf`	DEAR: Dependable 3D Architecture for Robust DNN Training. DATE Ashish Reddy Bommana, Farshad Firouzi, Chukwufumnanya Ogbogu, Biresh Kumar Joardar, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty
2025	J	`jnl`	Defending Against Gradient Inversion Attacks for Biomedical Images via Learnable Data Perturbation. CoRR Shiyi Jiang, Farshad Firouzi, Krishnendu Chakrabarty
2025	J	`jnl`	Edge-based freezing of gait recognition in Parkinson's disease. Comput. Electr. Eng. Luigi Borzì, Luis Sigcha, Farshad Firouzi, Gabriella Olmo, Florenc Demrozi
2025	A	`conf`	Exploration of Low-Power Flexible Stress Monitoring Classifiers for Conformal Wearables. ISLPED Florentia Afentaki, Sri Sai Rakesh Nakkilla, Konstantinos Balaskas, Paula Carolina Lozano Duarte, Shiyi Jiang, Georgios Zervakis, Farshad Firouzi, Krishnendu Chakrabarty, Mehdi B. Tahoori
2025	J	`jnl`	Exploration of Low-Power Flexible Stress Monitoring Classifiers for Conformal Wearables. CoRR Florentia Afentaki, Sri Sai Rakesh Nakkilla, Konstantinos Balaskas, Paula Carolina Lozano Duarte, Shiyi Jiang, Georgios Zervakis, Farshad Firouzi, Krishnendu Chakrabarty, Mehdi B. Tahoori
2025	J	`jnl`	H3PIMAP: A Heterogeneity-Aware Multi-Objective DNN Mapping Framework on Electronic-Photonic Processing-in-Memory Architectures. CoRR Ziang Yin, Aashish Poonia, Ashish Reddy Bommana, Xinyu Zhao, Zahra Hojati, Tianlong Chen, Krishnendu Chakrabarty, Farshad Firouzi, Jeff Zhang, Jiaqi Gu
2025	A	`conf`	LLM-Aided In-Field Workload Generation for Detecting Silent Data Corruptions at Scale. ITC Peter Domanski, Deepesh Sahoo, Eduardo Ortega, Farshad Firouzi, Krishnendu Chakrabarty
2025	—	`conf`	LLM-Sec: Closing the Security Loop using LLMs for Hardware Design. COINS Jonti Talukdar, Sanmitra Banerjee, Farshad Firouzi
2025	—	`conf`	LiM Pruner: Efficient Pruning for Large Language-in-Memory Models. COINS Sri Sai Rakesh Nakkilla, Aniruddha Datta, Ashish Reddy Bommana, Jeff Zhang, Farshad Firouzi, Krishnendu Chakrabarty
2025	J	`jnl`	Linkage Attacks Expose Identity Risks in Public ECG Data Sharing. CoRR Ziyu Wang, Elahe Khatibi, Farshad Firouzi, Sanaz R. Mousavi, Krishnendu Chakrabarty, Amir M. Rahmani
2025	C	`conf`	MALLS: Multi-Agent LLMs for Synthetic Hardware Vulnerability Generation and Detection. ICCD Jonti Talukdar, Agastya Seth, Sanmitra Banerjee, Farshad Firouzi, Krishnendu Chakrabarty
2025	—	`conf`	O COINS Farshad Firouzi, Nathaniel Bleier, Bahar J. Farahani, Tolunay Seyfi, Fatemeh Afghah
2025	A	`conf`	Prompt, Fab, Flex: Agentic LLMs for Flexible Electronics Design. ICCAD Farshad Firouzi, Bahareh J. Farahani, Polykarpos Vergos, Deepesh Sahoo, Nathaniel Bleier, Krishnendu Chakrabarty
2025	—	`conf`	REACT: REinforcement Learning-Based Adaptive ECG Anonymization and Privacy Threat Mitigation COINS Aniruddha Datta, Tamonash Bhattacharyya, Elahe Khatibi, Agasthya Seth, Ziyu Wang, Sanaz R. Mousavi, Amir M. Rahmani, Farshad Firouzi, Krishnendu Chakrabarty
2025	J	`jnl`	SPICED+: Syntactical Bug Pattern Identification and Correction of Trojans in A/MS Circuits Using LLM-Enhanced Detection. IEEE Trans. Very Large Scale Integr. Syst. Jayeeta Chaudhuri, Dhruv Thapar, Arjun Chaudhuri, Farshad Firouzi, Krishnendu Chakrabarty
2025	Misc	`conf`	Silent Data Corruption: Advancing Detection, Diagnosis, and Mitigation Strategies. VTS Peter Domanski, Mukarram Ali Faridi, Gabriel Kaunang, Wilson Pradeep, Adit D. Singh, Muhammad Alfian Amrizal, Yanjing Li, Farshad Firouzi, Krishnendu Chakrabarty
2025	—	`conf`	Silicon Whisperers: Improving Test Quality and Cost in the Age of Generative AI. COINS Sanmitra Banerjee, Jonti Talukdar, Farshad Firouzi
2025	A	`conf`	TIDE: Telemetry-Informed Delay Testing for Silent Data Corruption ITC Deepesh Sahoo, Eduardo Ortega, Peter Domanski, Farshad Firouzi, Krishnendu Chakrabarty
2025	C	`conf`	Taming Sparse Giants: Deploying Mixture-of-Experts on 3D Heterogeneous Compute-in-Memory Systems. ICCD Pragya Sharma, Ashish Reddy Bommana, Farshad Firouzi, Krishnendu Chakrabarty
2024	C	`conf`	KG-Infused LLM for Virtual Health Assistant: Accelerated Inference and Enhanced Performance. ICMLA Siva Kumar Katta, Aritra Ray, Farshad Firouzi, Krishnendu Chakrabarty
2024	A	`conf`	LLM-AID: Leveraging Large Language Models for Rapid Domain-Specific Accelerator Development. ICCAD Farshad Firouzi, Sri Sai Rakesh Nakkilla, Chenghao Fu, Sanmitra Banerjee, Jonti Talukdar, Krishnendu Chakrabarty
2024	J	`jnl`	Low-Overhead Clustered Federated Learning for Personalized Stress Monitoring. IEEE Internet Things J. Shiyi Jiang, Farshad Firouzi, Krishnendu Chakrabarty
2024	C	`conf`	Neural Architecture Search for Blood Glucose Prediction in Type-1 Diabetics. BSN Anthony Liardo, Aritra Ray, Farshad Firouzi, Kyle Lafata, Krishnendu Chakrabarty
2024	C	`conf`	Preserving Accuracy While Stealing Watermarked Deep Neural Networks. ICMLA Aritra Ray, Farshad Firouzi, Kyle Lafata, Krishnendu Chakrabarty
2024	A	`conf`	SEC-CiM: Selective Error Compensation for ReRAM-based Compute-in-Memory ITC Ashish Reddy Bommana, Farshad Firouzi, Chukwufumnanya Ogbogu, Biresh Kumar Joardar, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty
2024	J	`jnl`	SPICED: Syntactical Bug and Trojan Pattern Identification in A/MS Circuits using LLM-Enhanced Detection. CoRR Jayeeta Chaudhuri, Dhruv Thapar, Arjun Chaudhuri, Farshad Firouzi, Krishnendu Chakrabarty
2023	—	`conf`	Blood Glucose Prediction for Type-1 Diabetics using Deep Reinforcement Learning. ICDH Peter Domanski, Aritra Ray, Farshad Firouzi, Kyle Lafata, Krishnendu Chakrabarty, Dirk Pflüger
2023	J	`jnl`	Fusion of IoT, AI, Edge-Fog-Cloud, and Blockchain: Challenges, Solutions, and a Case Study in Healthcare and Medicine. IEEE Internet Things J. Farshad Firouzi, Shiyi Jiang, Krishnendu Chakrabarty, Bahareh J. Farahani, Mahmoud Daneshmand, JaeSeung Song, Kunal Mankodiya
2023	J	`jnl`	Guest Editorial Special Issue on Empowering the Future Generation Systems: Opportunities by the Convergence of Cloud, Edge, AI, and IoT. IEEE Internet Things J. Farshad Firouzi, Mahmoud Daneshmand, JaeSeung Song, Kunal Mankodiya
2023	—	`conf`	Welcome Message from the Chairs. COINS Farshad Firouzi, Krishnendu Chakrabarty, Naghmeh Karimi, Bahareh J. Farahani, Diana Goehringer, Aurora Gil de Castro, Marc Reichenbach, Kun-Chih Chen
2022	J	`jnl`	A Resilient and Hierarchical IoT-Based Solution for Stress Monitoring in Everyday Settings. IEEE Internet Things J. Shiyi Jiang, Farshad Firouzi, Krishnendu Chakrabarty, Eric B. Elbogen
2022	J	`jnl`	AI-Driven Data Monetization: The Other Face of Data in IoT-Based Smart and Connected Health. IEEE Internet Things J. Farshad Firouzi, Bahareh J. Farahani, Mojtaba Barzegari, Mahmoud Daneshmand
2022	J	`jnl`	Guest Editorial Special Issue on AI-Driven IoT Data Monetization: A Transition From Value Islands to Value Ecosystems. IEEE Internet Things J. Farshad Firouzi, Bahareh J. Farahani, Mahmoud Daneshmand, Cesare Pautasso
2022	J	`jnl`	The convergence and interplay of edge, fog, and cloud in the AI-driven Internet of Things (IoT). Inf. Syst. Farshad Firouzi, Bahareh J. Farahani, Alexander Marinsek
2021	J	`jnl`	Harnessing the Power of Smart and Connected Health to Tackle COVID-19: IoT, AI, Robotics, and Blockchain for a Better World. IEEE Internet Things J. Farshad Firouzi, Bahareh J. Farahani, Mahmoud Daneshmand, Kathy Grise, JaeSeung Song, Roberto Saracco, Lucy Lu Wang, Kyle Lo, Plamen Angelov, Eduardo A. Soares, Po-Shen Loh, Zeynab Talebpour, Reza Moradi, Mohsen Goodarzi, Haleh Ashraf, Mohammad Talebpour, Alireza Talebpour, Luca Romeo, Rupam Das, Hadi Heidari, Dana K. Pasquale, James Moody, Chris Woods, Erich S. Huang, Payam M. Barnaghi, Majid Sarrafzadeh, Ron C. Li, Kristen L. Beck, Olexandr Isayev, NakMyoung Sung, Alan Luo
2021	—	`conf`	Task Offloading for Edge-Fog-Cloud Interplay in the Healthcare Internet of Things (IoT). COINS Farshad Firouzi, Bahar J. Farahani, Ehsan Panahi, Mojtaba Barzegari
2021	J	`jnl`	The convergence of IoT and distributed ledger technologies (DLT): Opportunities, challenges, and solutions. J. Netw. Comput. Appl. Bahar J. Farahani, Farshad Firouzi, Markus Lücking
2020	—	`conf`	Human Activity Recognition: From Sensors to Applications. COINS Faeghe Fereidoonian, Farshad Firouzi, Bahar J. Farahani
2020	—	`conf`	Towards IoT-enabled Multimodal Mental Stress Monitoring. COINS Mohsen Mozafari, Farshad Firouzi, Bahar J. Farahani
2020	—	`conf`	Towards Safer Roads: A Deep Learning-Based Multimodal Fatigue Monitoring System. COINS Maryam Hashemi, Bahar J. Farahani, Farshad Firouzi
2019	C	`ed.`	Proceedings of the 4th International Conference on Complexity, Future Information Systems and Risk, COMPLEXIS 2019, Heraklion, Crete, Greece, May 2-4, 2019. COMPLEXIS Víctor Méndez Muñoz, Farshad Firouzi, Ernesto Estrada, Victor Chang
2019	—	`ed.`	Proceedings of the International Conference on Omni-Layer Intelligent Systems, COINS 2019, Crete, Greece, May 5-7, 2019. COINS Farshad Firouzi, Krishnendu Chakrabarty, Bahar J. Farahani, Fangming Ye, Vasilis F. Pavlidis
2018	J	`jnl`	Internet-of-Things and big data for smarter healthcare: From device to architecture, applications and analytics. Future Gener. Comput. Syst. Farshad Firouzi, Amir M. Rahmani, Kunal Mankodiya, Mustafa Badaroglu, Geoff V. Merrett, P. Wong, Bahar J. Farahani
2018	J	`jnl`	Keynote Paper: From EDA to IoT eHealth: Promises, Challenges, and Solutions. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Farshad Firouzi, Bahar J. Farahani, Mohamed Ibrahim, Krishnendu Chakrabarty
2018	C	`ed.`	Proceedings of the 3rd International Conference on Internet of Things, Big Data and Security, IoTBDS 2018, Funchal, Madeira, Portugal, March 19-21, 2018. IoTBDS Víctor Méndez Muñoz, Gary B. Wills, Robert John Walters, Farshad Firouzi, Victor Chang
2018	J	`jnl`	Towards fog-driven IoT eHealth: Promises and challenges of IoT in medicine and healthcare. Future Gener. Comput. Syst. Bahar J. Farahani, Farshad Firouzi, Victor I. Chang, Mustafa Badaroglu, Nicholas Constant, Kunal Mankodiya
2017	C	`ed.`	COMPLEXIS 2016 - Proceedings of the 2nd International Conference on Complexity, Future Information Systems and Risk, Porto, Portugal, April 24-26, 2017. COMPLEXIS Oleg Yu. Gusikhin, Víctor Méndez Muñoz, Farshad Firouzi, Dan Mønster, Victor Chang
2017	J	`jnl`	Guest Editorial: Alternative Computing and Machine Learning for Internet of Things. IEEE Trans. Very Large Scale Integr. Syst. Farshad Firouzi, Bahar J. Farahani, Andrew B. Kahng, Jan M. Rabaey, Natasha Balac
2016	J	`jnl`	On-Chip Droop-Induced Circuit Delay Prediction Based on Support-Vector Machines. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Fangming Ye, Farshad Firouzi, Yang Yang, Krishnendu Chakrabarty, Mehdi Baradaran Tahoori
2015	J	`jnl`	Aging- and Variation-Aware Delay Monitoring Using Representative Critical Path Selection. ACM Trans. Design Autom. Electr. Syst. Farshad Firouzi, Fangming Ye, Krishnendu Chakrabarty, Mehdi Baradaran Tahoori
2015	—	`conf`	Deadspace-aware Power/Ground TSV planning in 3D floorplanning. ICICDT Shengcheng Wang, Farshad Firouzi, Fabian Oboril, Mehdi Baradaran Tahoori
2015	J	`jnl`	Extending standard cell library for aging mitigation. IET Comput. Digit. Tech. Saman Kiamehr, Mojtaba Ebrahimi, Farshad Firouzi, Mehdi Baradaran Tahoori
2015	A	`conf`	On-line prediction of NBTI-induced aging rates. DATE Rafal Baranowski, Farshad Firouzi, Saman Kiamehr, Chang Liu, Mehdi Baradaran Tahoori, Hans-Joachim Wunderlich
2015	B	`conf`	Re-using BIST for circuit aging monitoring. ETS Farshad Firouzi, Fangming Ye, Arunkumar Vijayan, Abhishek Koneru, Krishnendu Chakrabarty, Mehdi Baradaran Tahoori
2015	—	`—`	Resilient Design for Process and Runtime Variations. Farshad Firouzi
2015	—	`conf`	Stress-aware P/G TSV planning in 3D-ICs. ASP-DAC Shengcheng Wang, Farshad Firouzi, Fabian Oboril, Mehdi Baradaran Tahoori
2014	—	`conf`	Adaptive Mitigation of Parameter Variations. ATS Farshad Firouzi, Fangming Ye, Saman Kiamehr, Krishnendu Chakrabarty, Mehdi Baradaran Tahoori
2014	A	`conf`	Aging-aware standard cell library design. DATE Saman Kiamehr, Farshad Firouzi, Mojtaba Ebrahimi, Mehdi Baradaran Tahoori
2014	—	`conf`	Chip Health Monitoring Using Machine Learning. ISVLSI Farshad Firouzi, Fangming Ye, Krishnendu Chakrabarty, Mehdi Baradaran Tahoori
2014	Misc	`conf`	On-chip voltage-droop prediction using support-vector machines. VTS Fangming Ye, Farshad Firouzi, Yang Yang, Krishnendu Chakrabarty, Mehdi Baradaran Tahoori
2014	A	`conf`	P/G TSV planning for IR-drop reduction in 3D-ICs. DATE Shengcheng Wang, Farshad Firouzi, Fabian Oboril, Mehdi Baradaran Tahoori
2013	B	`conf`	A layout-aware x-filling approach for dynamic power supply noise reduction in at-speed scan testing. ETS Saman Kiamehr, Farshad Firouzi, Mehdi Baradaran Tahoori
2013	—	`conf`	Aging-aware timing analysis considering combined effects of NBTI and PBTI. ISQED Saman Kiamehr, Farshad Firouzi, Mehdi Baradaran Tahoori
2013	Misc	`conf`	Chip-level modeling and analysis of electrical masking of soft errors. VTS Saman Kiamehr, Mojtaba Ebrahimi, Farshad Firouzi, Mehdi Baradaran Tahoori
2013	A	`conf`	Incorporating the impacts of workload-dependent runtime variations into timing analysis. DATE Farshad Firouzi, Saman Kiamehr, Mehdi Baradaran Tahoori, Sani R. Nassif
2013	A	`conf`	Instruction-set extension under process variation and aging effects. DATE Yuko Hara-Azumi, Farshad Firouzi, Saman Kiamehr, Mehdi Baradaran Tahoori
2013	J	`jnl`	Negative Bias Temperature Instability-Aware Instruction Scheduling: A Cross-Layer Approach. J. Low Power Electron. Fabian Oboril, Farshad Firouzi, Saman Kiamehr, Mehdi Baradaran Tahoori
2013	J	`jnl`	Power-Aware Minimum NBTI Vector Selection Using a Linear Programming Approach. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Farshad Firouzi, Saman Kiamehr, Mehdi Baradaran Tahoori
2013	A	`conf`	Representative critical-path selection for aging-induced delay monitoring. ITC Farshad Firouzi, Fangming Ye, Krishnendu Chakrabarty, Mehdi Baradaran Tahoori
2013	—	`conf`	Statistical analysis of BTI in the presence of process-induced voltage and temperature variations. ASP-DAC Farshad Firouzi, Saman Kiamehr, Mehdi Baradaran Tahoori
2012	J	`jnl`	Adaptive fault-tolerant DVFS with dynamic online AVF prediction. Microelectron. Reliab. Farshad Firouzi, Ali Azarpeyvand, Mostafa E. Salehi, Sied Mehdi Fakhraie
2012	—	`conf`	Input and transistor reordering for NBTI and HCI reduction in complex CMOS gates. ACM Great Lakes Symposium on VLSI Saman Kiamehr, Farshad Firouzi, Mehdi Baradaran Tahoori
2012	A	`conf`	NBTI mitigation by optimized NOP assignment and insertion. DATE Farshad Firouzi, Saman Kiamehr, Mehdi Baradaran Tahoori
2012	Misc	`conf`	Reducing NBTI-induced processor wearout by exploiting the timing slack of instructions. CODES+ISSS Fabian Oboril, Farshad Firouzi, Saman Kiamehr, Mehdi Baradaran Tahoori
2011	—	`conf`	A linear programming approach for minimum NBTI vector selection. ACM Great Lakes Symposium on VLSI Farshad Firouzi, Saman Kiamehr, Mehdi Baradaran Tahoori
2011	J	`jnl`	An accurate model for soft error rate estimation considering dynamic voltage and frequency scaling effects. Microelectron. Reliab. Farshad Firouzi, Mostafa E. Salehi, Fan Wang, Sied Mehdi Fakhraie
2011	C	`conf`	Dynamic Soft Error Hardening via Joint Body Biasing and Dynamic Voltage Scaling. DSD Farshad Firouzi, Amir Yazdanbakhsh, Hamed Dorosti, Sied Mehdi Fakhraie
2011	A	`conf`	Modeling and estimation of power supply noise using linear programming. ICCAD Farshad Firouzi, Saman Kiamehr, Mehdi Baradaran Tahoori
2010	C	`conf`	Instruction reliability analysis for embedded processors. DDECS Ali Azarpeyvand, Mostafa E. Salehi, Farshad Firouzi, Amir Yazdanbakhsh, Sied Mehdi Fakhraie
2010	—	`conf`	Reliability-Aware Dynamic Voltage and Frequency Scaling. ISVLSI Farshad Firouzi, Mostafa E. Salehi, Fan Wang, Sied Mehdi Fakhraie, Saeed Safari