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The explosion in genomics data generation presents both unprecedented opportunities and significant challenges. Established analysis methods often struggle to keep pace, leading to bottlenecks in downstream applications such as disease diagnosis, therapy discovery, and personalized medicine. To address this urgent need, a novel framework is require