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08/31/2023
BenchTemp: A General Benchmark for Evaluating Temporal Graph Neural Networks
To handle graphs in which features or connectivities are evolving over t...
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06/02/2022
Fine-tuning Language Models over Slow Networks using Activation Compression with Guarantees
Communication compression is a crucial technique for modern distributed ...
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06/02/2022
Decentralized Training of Foundation Models in Heterogeneous Environments
Training foundation models, such as GPT-3 and PaLM, can be extremely exp...
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10/29/2020