papers
Publications (2)
cs.IR2026
M-RAG: Semantic Key-Value Indexing for Retrieval-Augmented Generation
Xu Sun, Sun Xu, Tongkai Xu +4
Retrieval-augmented generation (RAG) turns external documents into evidence for large language models. In practice, this is also a data access problem: a system must decide what to…
cs.DC2024
Accelerating End-Cloud Collaborative Inference via Near Bubble-free Pipeline Optimization
Luyao Gao, Jianchun Liu, Hongli Xu +3
End-cloud collaboration offers a promising strategy to enhance the Quality of Service (QoS) in DNN inference by offloading portions of the inference workload from end devices to cl…