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Youshao Xiao

2 accepted papers

2024

Rethinking Memory and Communication Costs for Efficient Data Parallel Training of Large Language Models

NeurIPS 2024poster

Recently, various strategies for distributed training of large language models (LLMs) have been proposed. By categorizing them into basic strategies and composite strategies, we have discovered that existing basic strategies provide limited options in specific scenarios, leaving considerable room fo…

Cited by 0SourcePDFScholar
2023

An Effective and Efficient Time-aware Entity Alignment Framework via Two-aspect Three-view Label Propagation

IJCAI 2023poster

Entity alignment (EA) aims to find the equivalent entity pairs between different knowledge graphs (KGs), which is crucial to promote knowledge fusion. With the wide use of temporal knowledge graphs (TKGs), time-aware EA (TEA) methods appear to enhance EA. Existing TEA models are based on Graph Neura…