| 2026 | ICAART | An Agentic Outlook on Neuro-Symbolic AI: Towards Modular, Adaptive, and Explainable AI Systems. | Nourhan Ehab |
| 2026 | ICAART | A Retrieval-Augmented Generation Based Approach for Contextualized & Complete Explanations. | Salma Kishk, Nourhan Ehab, Mervat Abu-Elkheir |
| 2025 | COLING | Structured Knowledge meets GenAI: A Framework for Logic-Driven Language Models. | Farida Helmy Eldessouky, Nourhan Ehab, Carolin Schindler, Mervat Abuelkheir, Wolfgang Minker |
| 2025 | KI | Learn, Optimize, Explain: A Neuro-Symbolic Advisor for Personal Finance. | Youssef Ayman, Nourhan Ehab |
| 2025 | KI | Cassa AI: A Neuro-Symbolic Chess Agent for Explainable Move Suggestion and Grounded Commentary. | Mazen Soliman, Nourhan Ehab |
| 2025 | PAAMS | Hybrid Neuro-Symbolic Learning Agents: A Graph-Theoretic Approach to Interpretable Reinforcement Learning. | Reem Alansary, Nourhan Ehab |
| 2024 | ICAART | Towards Knowledge-Augmented Agents for Efficient and Interpretable Learning in Sequential Decision Problems. | Reem Alansary, Nourhan Ehab |
| 2024 | ICAART | Dynamic Path Planning for Autonomous Vehicles: A Neuro-Symbolic Approach. | Omar Elrasas, Nourhan Ehab, Yasmin Mansy, Amr El Mougy |
| 2024 | ICAART | ConEX: A Context-Aware Framework for Enhancing Explanation Systems. | Yasmeen Khaled, Nourhan Ehab |
| 2024 | ICAART | Dynamic Path Planning for Autonomous Vehicles Using Adaptive Reinforcement Learning. | Karim Wahdan, Nourhan Ehab, Yasmin Mansy, Amr El Mougy |
| 2023 | ICAART | Conflicting Moral Codes for Self-Driving Cars: The Single Car Case. | Ahmed Ibrahim, Yasmin Mansy, Nourhan Ehab, Amr Elmougy |
| 2023 | ICAART | A Framework for Explaining Accident Scenarios for Self-Driving Cars. | Omar Wahbi, Yasmin Mansy, Nourhan Ehab, Amr Elmougy |
| 2023 | PAAMS | Ethical Self-driving Cars: Resolving Conflicting Moral Decisions Among Groups of Vehicles. | Khaled T. Aly, Yasmin Mansy, Nourhan Ehab, Amr Elmougy |
| 2020 | KI | Reasoning with Artificial Mental States: An Algebraic Approach. | Nourhan Ehab, Haythem O. Ismail |
| 2018 | KI | Towards a Unified Algebraic Framework for Non-Monotonicity. | Nourhan Ehab, Haythem O. Ismail |
| 2015 | KI | Algebraic Semantics for Graded Propositions. | Haythem O. Ismail, Nourhan Ehab |