2 papers
cs.AR2025
DCI: A Coordinated Allocation and Filling Workload-Aware Dual-Cache Allocation GNN Inference Acceleration System
Yi Luo, Yaobin Wang, Qi Wang +4
Graph Neural Networks (GNNs) are powerful tools for processing graph-structured data, increasingly used for large-scale real-world graphs via sampling-based inference methods. Howe…
cs.CR2024
Exploring Advanced Methodologies in Security Evaluation for LLMs
Jun Huang, Jiawei Zhang, Qi Wang +2
Large Language Models (LLMs) represent an advanced evolution of earlier, simpler language models. They boast enhanced abilities to handle complex language patterns and generate coh…