Eliminating Data Processing Bottlenecks in GNN Training over Large Graphs via Two-level Feature Compression - Yuxin Ma; Ping Gong; Tianming Wu; Jiawei Yi; Chengru Yang; Cheng Li; Qirong Peng; Guiming Xie; Yongcheng Bao; Haifeng Liu; Yinlong Xu (Proc. VLDB Endow., 2024)

CritiPrefill: A Segment-wise Criticality-based Approach for Prefilling Acceleration in LLMs - Junlin Lv; Yuan Feng; Xike Xie; Xin Jia; Qirong Peng; Guiming Xie (CoRR, 2024)