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20242026
most citedHALO: Hallucination Analysis and Learning Optimization to Empower LLMs with Retrieval-Augmented Context for Guided Clinical Decision Making

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cs.AI2026

TileMix: Tile-Centric Mixed-Precision Attention for LLM Inference Acceleration

Hanzhi Zhang, Qiao Zhang, Qinglei Cao +4

Long-context prefill in large language models (LLMs) incurs substantial computation and memory traffic because dense self-attention computes quadratic query-key scores. Existing me…