Vertex-Centric Visual Programming for Graph Neural Networks. - Yidi Wu; Yuntao Gui; Tatiana Jin; James Cheng; Xiao Yan 002; Peiqi Yin; Yufei Cai; Bo Tang 016; Fan Yu (SIGMOD Conference, 2021)

HGL: Accelerating Heterogeneous GNN Training with Holistic Representation and Optimization. - Yuntao Gui; Yidi Wu; Han Yang 002; Tatiana Jin; Boyang Li 016; Qihui Zhou; James Cheng; Fan Yu (SC, 2022)

SPT: Fine-Tuning Transformer-based Language Models Efficiently with Sparsification. - Yuntao Gui; Xiao Yan 002; Peiqi Yin; Han Yang 002; James Cheng (CoRR, 2023)

PilotANN: Memory-Bounded GPU Acceleration for Vector Search. - Yuntao Gui; Peiqi Yin; Xiao Yan; Chaorui Zhang; Weixi Zhang; James Cheng (CoRR, 2025)