5 papers
KVFlow: Efficient Prefix Caching for Accelerating LLM-Based Multi-Agent Workflows
Zaifeng Pan, Ajjkumar Patel, Zhengding Hu +6
Large language model (LLM) based agentic workflows have become a popular paradigm for coordinating multiple specialized agents to solve complex tasks. To improve serving efficiency…
MVGS: Multi-view Regulated Gaussian Splatting for Novel View Synthesis
Xiaobiao Du, Yida Wang, Xin Yu
Recent works in volume rendering, \textit{e.g.} NeRF and 3D Gaussian Splatting (3DGS), significantly advance the rendering quality and efficiency with the help of the learned impli…
SpecEval: Evaluating Code Comprehension in Large Language Models via Program Specifications
Lezhi Ma, Shangqing Liu, Lei Bu +3
Large Language models have achieved impressive performance in automated software engineering. Extensive efforts have been made to evaluate the abilities of code LLMs in various asp…
High-fidelity Endoscopic Image Synthesis by Utilizing Depth-guided Neural Surfaces
Baoru Huang, Yida Wang, Anh Nguyen +3
In surgical oncology, screening colonoscopy plays a pivotal role in providing diagnostic assistance, such as biopsy, and facilitating surgical navigation, particularly in polyp det…
Serving Deep Learning Model in Relational Databases
Lixi Zhou, Qi Lin, Kanchan Chowdhury +9
Serving deep learning (DL) models on relational data has become a critical requirement across diverse commercial and scientific domains, sparking growing interest recently. In this…