HP-JEPA: Multi-Resolution Graph Learning Without Manual Tuning
Single-partition graph JEPAs bias representations toward one structural granularity. HP-JEPA learns at multiple resolutions simultaneously — outperforming fixed-resolution baselines on 6 of 8 benchmarks.
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