Feature-Oriented Sampling for Fast and Scalable GNN Training. - Xin Zhang 101; Yanyan Shen; Lei Chen 002 (ICDM, 2022)

DUCATI: A Dual-Cache Training System for Graph Neural Networks on Giant Graphs with the GPU. - Xin Zhang 101; Yanyan Shen; Yingxia Shao; Lei Chen 002 (Proc. ACM Manag. Data, 2023)

SIMPLE: Efficient Temporal Graph Neural Network Training at Scale with Dynamic Data Placement. - Shihong Gao; Yiming Li; Xin Zhang 101; Yanyan Shen; Yingxia Shao; Lei Chen 002 (Proc. ACM Manag. Data, 2024)

Apt-Serve: Adaptive Request Scheduling on Hybrid Cache for Scalable LLM Inference Serving. - Shihong Gao; Xin Zhang 101; Yanyan Shen; Lei Chen 002 (Proc. ACM Manag. Data, 2025)