4 papers
Scalable Context Orchestration for Serving LLMs Over Voice
Linyi Jiang, Silvery D. Fu, Yifei Zhu
Voice AI applications are gaining popularity as advances in large language models (LLMs) enable more natural and accessible spoken interactions. Serving these applications requires…
Janus: Collaborative Vision Transformer Under Dynamic Network Environment
Linyi Jiang, Silvery D. Fu, Yifei Zhu +1
Vision Transformers (ViTs) have outperformed traditional Convolutional Neural Network architectures and achieved state-of-the-art results in various computer vision tasks. Since Vi…
Liberal Entity Matching as a Compound AI Toolchain
Silvery D. Fu, David Wang, Wen Zhang +1
Entity matching (EM), the task of identifying whether two descriptions refer to the same entity, is essential in data management. Traditional methods have evolved from rule-based t…
Compound Schema Registry
Silvery D. Fu, Xuewei Chen
Schema evolution is critical in managing database systems to ensure compatibility across different data versions. A schema registry typically addresses the challenges of schema evo…