Research Summary

PostDoc Research

My postdoctoral research at University of Luxembourg - SnT focuses on the trustworthiness of artificial intelligence systems, with particular emphasis on explainability, robustness, and generalization capabilities of machine learning algorithms.

PhD Research

My PhD research at Orange Innovation focused on developing artificial intelligence techniques for anomaly detection on time series and root cause diagnosis of low-latency applications used over time-varying capacities network (4G/5G, WiFi).

Research interests

• Explainable AI (XAI) for VLMs
• Trustworthy AI
• Machine Learning Robustness
• Anomaly Detection for Time Series
• Tabular Data
• Low-Latency Applications

Research Service

Program Commitee Member

• PC Member for European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases: ECML PKDD 2026

Conference/Journal Reviewing

Conferences

• Reviewer for IEEE/ACM International Conference on Automated Software Engineering: ASE 2025
• Reviewer for European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases: ECML PKDD 2025
• Reviewer at IEEE Symposium on Computers and Communications: ISCC 2024, ISCC 2023
• Reviewer at IEEE International Conference on Communications: ICC 2023, ICC 2022

Journal

• Reviewer for Computer Networks: ComNets 2026
• Reviewer for IEEE Transactions on Network and Service Management: TNSM 2025

Scientific dissimination

Conference

• Participation at the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - ECML PKDD, Porto, Portugal, September 14 - September 19, 2025.
• Participation at the 27th Conference on Innovation in Clouds, Internet and Networks (ICIN 2024), Paris, France, March 11 - March 14, 2024.
• Participation at the 28th IEEE Symposium on Computers and Communications (ISCC 2023) in Gammarth, Tunisia from July 9 - July 12, 2023.
• Participation at the 18th International Conference on Network and Service Management (CNSM 2022) in Thessaloniki, Greece from October 31 - November 04, 2022.

Seminar

• Participation at the Tools for Causality School in Autrans-Méaudre-en-Vercors, France from September 24 - September 29, 2023.
• Participation and poster presentation at the 10th TMA PhD School colocated with Network Traffic Measurement and Analysis Conference (TMA) in Enschede, The Netherlands from June 27-30, 2022.
• Participation in the days of the GDR RSD at Rennes, France and presentation entitled Protocol for measuring the transmission opportunities of a variable capacity network and its use from April 27-28, 2022.