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Hugging Face daily papersSep 26, 2026

DISCO: Distributed Long Context Scaling with Grounding-Reasoning Disaggregation

DISCO assigns long-context grounding to worker LLMs so a driver model avoids context rot.

long-context context-rot

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arXiv cs.AI / cs.LG / cs.CLSep 22, 2026

Diffusion-Induced Spatial Attention Overlapping Community Detection

Researchers present DISCO, using diffusion priors and sparse attention for overlapping community detection and network anomalies.

community-detection graph-neural-networks

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