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This issue includes 121 articles, continuing the growing number of outstanding contributions to PACM IMWUT. As in previous issues, the published articles span several key areas of interest to the IMWUT community.
PULSE, an event-driven framework for personalized opportunistic learning that treats each encounter as an online collaboration decision, selecting either no interaction or a promising nearby peer, shows that selective opportunistic collaboration can provide effective personalization while limiting communication and res...
Results show that spectral evolution provides a practical and principled signal for fast time-series diffusion sampling, and a training-free spectral-aware sampler that adaptively selects the denoising stride from band-level activity.
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