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cs.DC2025
SmartSwap: Swap-Based Memory Optimization for LLM Training under Varying Operator Sequences
Zibo Wang, Yuhang Zhou, Zhibin Wang +13
The increasing size of large language models (LLMs) has led to a surge in memory requirements during training, often exceeding the capacity of high-bandwidth memory (HBM). Swap-bas…
cs.DC2025★ 2 cited
Bingo: Radix-based Bias Factorization for Random Walk on Dynamic Graphs
Pinhuan Wang, Chengying Huan, Zhibin Wang +3
Random walks are a primary means for extracting information from large-scale graphs. While most real-world graphs are inherently dynamic, state-of-the-art random walk engines faile…