2 papers
cs.DC2026
SmartSwap: Swap-Based Memory Optimization for LLM Training under Varying Operator Sequences
Zibo Wang, Yuhang Zhou, Zhibin Wang +13
The paper introduces SmartSwap, a swap‑based memory optimization framework that adapts to varying operator sequences in eager‑mode training of large language models, using a lightw…
cs.DC2025
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…