| 2026 | DATE | Focus Session: Autonomous Systems Dependability in the era of AI: Design Challenges in Safety, Security, Reliability and Certification. | Behnaz Ranjbar, Kirankumar Raveendiran, Sudeep Pasricha, Samarjit Chakraborty, Cecilia Carbonelli, Akash Kumar |
| 2024 | DATE | Motivating the Use of Machine-Learning for Improving Timing Behaviour of Embedded Mixed-Criticality Systems. | Vikash Kumar, Behnaz Ranjbar, Akash Kumar |
| 2023 | DAC | ADAPTIVE: Agent-Based Learning for Bounding Time in Mixed-Criticality Systems. | Behnaz Ranjbar, Ali Hosseinghorban, Akash Kumar |
| 2023 | DATE | Motivating Agent-Based Learning for Bounding Time in Mixed-Criticality Systems. | Behnaz Ranjbar, Ali Hosseinghorban, Akash Kumar |
| 2023 | DATE | Learning-Oriented Reliability Improvement of Computing Systems From Transistor to Application Level. | Behnaz Ranjbar, Florian Klemme, Paul R. Genssler, Hussam Amrouch, Jinhyo Jung, Shail Dave, Hwisoo So, Kyongwoo Lee, Aviral Shrivastava, Ji-Yung Lin, Pieter Weckx, Subrat Mishra, Francky Catthoor, Dwaipayan Biswas, Akash Kumar |
| 2022 | DSD | A Hybrid Scheduling Mechanism for Multi-programming in Mixed-Criticality Systems. | Mohammad Bawatna, Behnaz Ranjbar, Akash Kumar |
| 2021 | DATE | Improving the Timing Behaviour of Mixed-Criticality Systems Using Chebyshev's Theorem. | Behnaz Ranjbar, Ali Hoseinghorban, Siva Satyendra Sahoo, Alireza Ejlali, Akash Kumar |
| 2019 | DSD | Online Peak Power and Maximum Temperature Management in Multi-core Mixed-Criticality Embedded Systems. | Behnaz Ranjbar, Tuan D. A. Nguyen, Alireza Ejlali, Akash Kumar |