Xin Yao

With the emergence of high-performance storage devices, the overhead of the storage stack has become a major I/O performance bottleneck. To alleviate this problem, a number of express I/O paths have been proposed based on the concept of near-data processing (NDP), such as query I/O resubmission (...

We present AutoSchemaKG, a framework for fully autonomous knowledge graph construction that eliminates the need for predefined schemas. Our system leverages large language models to simultaneously extract knowledge triples and induce comprehensive schemas directly from text, modeling both entitie...

Memory systems often organize user-agent interactions as retrievable external memory and are crucial for long-running agents by overcoming the limited context windows of LLMs. However, existing memory systems invoke LLMs to process every incoming interaction for memory extraction, and such an eag...