I am a Postdoctoral Research Assistant with the Centre for Intelligent Sensing and the School of Electronic Engineerging and Computer Science at Queen Mary University of London (QMUL), UK. I currently investigate machine learning models based on graph neural networks for explainable AI, specifically for the use-case of privacy protection in multimedia data (images, videos, and audio-visual data), under the project GraphNEx.
I obtained the Ph.D. in Electronic Engineering from Queen Mary University of London, UK, in September 2020, the Master Degree in Telecommunications Engineering and the Bachelor Degree in Electronic and Telecommunication Engineering from the University of Trento in March 2015 and February 2012, respectively. I was a Research Assistant and Postdoctoral Research Assistant in Queen Mary University of London and I investigated novel, robust, deployable multi-modal (audio-visual) models for human-to-robot handovers under the project "Collaborative Object Recognition, Shared Manipulation and Learning (CORSMAL)".
I am an IEEE Member and a member of the IEEE Signal Processing Society and the Computer Vision Foundation. I serve as a reviewer for international conferences and journals, including IEEE Transactions on Multimedia, IEEE Robotics and Automation Letters, IEEE Sensors Journal, IET Computer Vision, International Conference on Computer Vision and Pattern Recognition (CVPR), European Conference on Computer Vision (ECCV), IEEE International Conference on Image Processing (ICIP), IEEE International Conference on Acoustic, Speech, and Signal Processing (ICASSP), IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), IEEE International Conference on Pattern Recognition (ICPR), British Machine Vision Conference (BMVC), and ACM/IEEE International Conference on Human-Robot Interaction (HRI). I received the award pf Outstanding Reviewer at CVPR 2024, IEEE ICASSP 2022-2023, and IEEE ICIP 2020.
Perception for robotics | Image privacy | Computer Vision | Machine and Deep learning | Image and video processing | Multi-modal fusion
2024/06/26 | Accepted proposal for the 2024 Idiap Create Challenge |
2024/06/17 | Attending the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2024) in Seattle, USA, and presenting "Explaining models relating objects and privacy" as poster at the XAI4CV workshop |
2024/05/23 | Recognised as outstanding reviewer for CVPR 2024 |
2024/01/20 | Attending the 2024 International Conference on Robotics and Automation (ICRA) in Yokohama, Japan, and co-organising the Human-to-Robot Handovers Sub-track within the Robotic Grasping and Manipulation Competition |
2024/04/16 | Presenting the project GraphNEx at the annual CHIST-ERA Projects Seminar 2024 |
Outstanding Reviewer Recognition IEEE/CVF CVPR 2024 (top 2% of 9,872 reviewers) |
Outstanding Reviewer Recognition IEEE ICASSP 2023 |
Outstanding Reviewer Recognition IEEE ICASSP 2022 (31 reviewers selected) |
Top Reviewer Recognition IEEE ICIP 2020 (top 3% of reviewers - 22 reviewers selected) |