Autonomic GNN-Based Shortest-Path Routing in LEO Networks via Imitation and Transfer Learning (ACSOS 2026 - Main Track)

Who

Federica Filippini, Michele Ciavotta, Marco Savi, Fabio Villa

Track

ACSOS 2026 Main Track

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When

Tue 8 Sep 2026 16:45 - 17:00 at Aula Magna "Carmen Tura" - Edge-Cloud-Space Continuum and Resource Management Chair(s): Timothy Wood

Federica Filippini

University of Milano-Bicocca

Italy

Michele Ciavotta

University of Milano - Bicocca

Italy

Marco Savi

University of Milano-Bicocca

Italy

Fabio Villa

University of Milano-Bicocca

Time Zone

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Session Program

Tue 8 Sep
Displayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

16:30 - 18:00	Edge-Cloud-Space Continuum and Resource ManagementMain Track at Aula Magna "Carmen Tura" Chair(s): Timothy Wood George Washington University

16:30 15m Paper		LoftNN: Distributed Training of Deep Learning Models in the Edge-Cloud-Space Continuum Main Track Maximilian Maresch TU Wien, Andrija Stanisic TU Wien, Stefan Nastic TU Wien
16:45 15m Paper		Autonomic GNN-Based Shortest-Path Routing in LEO Networks via Imitation and Transfer Learning Main Track Federica Filippini University of Milano-Bicocca, Michele Ciavotta University of Milano - Bicocca, Marco Savi University of Milano-Bicocca, Fabio Villa University of Milano-Bicocca
17:00 10m Short-paper		Dynamic, Distributed, and Optimized: Orchestrating Live Migrating Computations in the Continuum Main Track Edoardo Tinto German Aerospace Center (DLR), Alessandro Vittorio Papadopoulos Mälardalen University, Tullio Vardanega University of Padua
17:10 10m Short-paper		Hero: Hybrid Edge Routing for In-Browser Small Language Models Main Track Philip Kehl University of Bern, Fabian Hüni University of Bern, Basile Lewandowski University of Neuchatel, Lydia Chen University of Neuchatel
17:20 10m Short-paper		Survival of the Cheapest: Cost-Aware Hardware Adaptation for Adversarial Robustness Main Track Charles Meyers Umeå University, Mohammad Reza Saleh Sedghpour , Erik Elmroth Elastisys AB/Umea University, Tommy Löfstedt Umeå University
17:30 30m Live Q&A		Q&A and Panel Discussion Main Track