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20212026
most citedA Fast Graph Kernel Based Classification Method for Wireless Link Scheduling on Riemannian Manifold

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cs.LG2026

Graph World Models for Constrained Epidemic Policy Planning

Yiqi Su, Rashed Shelim, Lingyi Wang +2

Epidemic policy planning often requires coordination between geographical regions, taking into account mobility-driven spillovers and how to make use of limited resources. Existing…

cs.LG2025

DMWM: Dual-Mind World Model with Long-Term Imagination

Lingyi Wang, Rashed Shelim, Walid Saad +1

Imagination in world models is crucial for enabling agents to learn long-horizon policy in a sample-efficient manner. Existing recurrent state-space model (RSSM)-based world models…