Author

Wonpyo Park

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Preprint Aug 2026

TaskPress: Query-Agnostic KV Cache Compression via Task-Guided Pruning

TaskPress is introduced, a framework for task-guided, query-agnostic KV cache eviction, instead of optimizing the cache for a single query, which constructs a reusable memory representation conditioned on a high-level task guide.

Wonpyo Park, Seung-won Hwang · 0 citations