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ReFresh: Reducing Memory Access from Exploiting Stable Historical Embeddings for Graph Neural Network Training.

, , , , , , , , , and . CoRR, (2023)

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Integrative Generalized Convex Clustering Optimization and Feature Selection for Mixed Multi-View Data., and . J. Mach. Learn. Res., (2021)ReFresh: Reducing Memory Access from Exploiting Stable Historical Embeddings for Graph Neural Network Training., , , , , , , , , and . CoRR, (2023)Thresholded Graphical Lasso Adjusts for Latent Variables: Application to Functional Neural Connectivity., and . CoRR, (2021)Distributed Hybrid CPU and GPU training for Graph Neural Networks on Billion-Scale Graphs., , , , , , , and . CoRR, (2021)Optimizing Irregular Dense Operators of Heterogeneous GNN Models on GPU., , , , , and . IPDPS Workshops, page 199-206. IEEE, (2023)gSampler: General and Efficient GPU-based Graph Sampling for Graph Learning., , , , , , , and . SOSP, page 562-578. ACM, (2023)DistDGL: Distributed Graph Neural Network Training for Billion-Scale Graphs., , , , , , , , and . IA3@SC, page 36-44. IEEE, (2020)Graphiler: Optimizing Graph Neural Networks with Message Passing Data Flow Graph., , , , and . MLSys, mlsys.org, (2022)Pixel and Channel Attention Network for Person Re-identification., , , , , and . IGTA, volume 1043 of Communications in Computer and Information Science, page 91-104. Springer, (2019)An efficient method combining active learning Kriging and Monte Carlo simulation for profust failure probability., , , and . Fuzzy Sets Syst., (2020)