Ru-Ya Jiang

MemRetriever: Learning to Search, Reflect, and Retrieve from Long-Term Memory

Long-term memory enables personalized agents, but its value depends on retrieving the right evidence at the right time. Most memory systems use static top-k retrieval: they issue one query, return a fixed number of memories, and pass them directly to a downstream model. This approach can miss evidence distributed acros...