Scholar
Omran Ayoub
Google Scholar ID: jvtEKv0AAAAJ
Lecturer-Researcher at SUPSI
Communication Networks
Network Optimization
Machine Learning
Explainable AI
Privacy
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Citations & Impact
All-time
Citations
1,272
H-index
18
i10-index
38
Publications
20
Co-authors
9
list available
Publications
13 items
Explanation-Based Runtime Verification for Trustworthy ML-driven Optical Networks
2026
Cited
0
Cross-Domain Generalization in Optical Networks via Joint Contrastive and Classification Learning
2026
Cited
0
Human Grounded Evaluation of Large Language Models for Optical Network Automation
2026
Cited
0
Policy-driven Conformal Prediction for Trustworthy QoT Estimation
2026
Cited
0
Generative Explainability for Next-Generation Networks: LLM-Augmented XAI with Mutual Feature Interactions
2026
Cited
0
Phi-Actor-Critic: Steering General-Sum Games to Pareto-Efficient Correlated Equilibria
2026
Cited
0
Explanations Leak: Membership Inference with Differential Privacy and Active Learning Defense
2026
Cited
0
Fair Recourse for All: Ensuring Individual and Group Fairness in Counterfactual Explanations
2026
Cited
0
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Co-authors
8 total
Massimo Tornatore
Professor of Communication Networks and Internet, Politecnico di Milano
Francesco Musumeci
Associate Professor, Politecnico di Milano, Italy
Davide Andreoletti
Researcher at SUPSI / PhD at Politecnico di Milano
Silvia Giordano
Prof. Networking, SUPSI
Mëmëdhe Ibrahimi
Assistant Professor at Politecnico di Milano
Cristina Rottondi
Department of Electronics and Telecommunications, Politecnico di Torino
Fatima Ezzeddine
PhD student in Informatics USI/SUPSI, Università della Svizzera Italiana
Sebastian Troia
Politecnico di Milano, Italy
