Chao-Gui Gou

From Long Context to Selective Memory:A Survey of Memory-Centric Compression for Large Language Models

Long-context capability has become essential for large language models (LLMs) to handle complex tasks, yet continuously expanding the context window does not remove the computational, storage, and information-selection pressures incurred at inference time. Existing work on prompt compression, KV-cache management, effic...