Shuibing He
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| title | conference | date |
|---|---|---|
| IMPRESS: An Importance-Informed Multi-Tier Prefix KV Storage System for Large Language... | FAST '25 | 2025-02-25 |
IMPRESS is a storage stack that cuts time-to-first-token by up to 2.8× versus state-of-the-art while holding inference accuracy within ~0.2% of full… | ||
| LeapGNN: Accelerating Distributed GNN Training Leveraging Feature-Centric Model Migration | FAST '25 | 2025-02-25 |
Proposes feature-centric model migration that moves the (small) GNN model to servers holding vertex features, cutting remote feature transfers that dominate… | ||
| Efficient Large Graph Processing with Chunk-Based Graph Representation Model | USENIX ATC 2024 | 2024-07-10 |
ChunkGraph implements a chunk-based graph representation on NVMe SSDs, classifying vertices into tiny, medium and super categories and using a four-layer… | ||
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