Xiao-Bo Zhou

DIFF-TRO: A Self-Supervised Diffusion Framework for IoT Topology Robustness Optimization

The robustness of Internet of Things (IoT) topologies, which measures a network’s tolerance to node removals, is critical to maintaining stable network connectivity. Existing robustness optimization methods mainly rely on search-based heuristics, which suffer from path dependence and often converge to suboptimal topolo...