19 Oct 2025
Can Diffusion-Based Posterior Smoothing Secure GNNs from Membership Inference Attacks?Publisher siteUniversitiesMohammed-Amine Koulali
Active, last published 2026
In energy efficient wireless sensor networks
Mohammed-Amine
Koulali
Scholar“Research focused on Energy Efficient Wireless Sensor Networks and adjacent fields.”
The Polytechnic University of Japan
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01 · About the work
What I study
ohammed-Amine Koulali is a researcher working on Energy Efficient Wireless Sensor Networks. A fuller summary will appear once they update their profile.
02 · Reach
Publication output and reach
Mohammed-Amine's work has been cited 138 times across 2 active years. Bars show publications per year; the line shows cumulative citation totals across publications first appearing in each year.
03 · Research focus
Topics
Energy Efficient Wireless Sensor Networks×5Caching and Content Delivery×4Mobile Ad Hoc Networks×3Peer-to-Peer Network Technologies×3Reliability and Maintenance Optimization×3
04 · Where I am
Affiliations
Affiliation on published researchThe Polytechnic University of JapanDrawn from the institution listed on this researcher’s published work.
Research themes (UN SDGs)
05 · Selected work
Recent publications
6 works1 Oct 2025Open access
Do LLMs Offer a Robust Defense Mechanism Against Membership Inference Attacks on Graph Neural Networks?Publisher siteComputers, Advanced Graph Neural Networks
18 Jan 20255cites
Safe deep reinforcement learning for flow control within the Internet of VehiclesPublisher siteExpert Systems with Applications, Traffic control and management
1 Jan 20251cites
RelCheck: Improving Relation Extraction with Ontology-Guided and LLM-Based ValidationPublisher siteLecture notes in computer science, Natural Language Processing Techniques
1 Jan 2025Open access
Shifting from Margins to Momentum of the Global South Leadership in Responsible Artificial Intelligence Solutions for Health: Lessons from the UNGA79 Science SummitPublisher siteSSRN Electronic Journal, Biotechnology and Related Fields
1 Jan 20231cites
Distributional Reinforcement Learning for VoLTE Closed Loop Power Control in Indoor Small CellsPublisher siteLecture notes in computer science, Advanced MIMO Systems Optimization
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