Jiaao He
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| title | conference | date |
|---|---|---|
| mTuner: Accelerating Parameter-Efficient Fine-Tuning on Multi-GPU Servers with... | USENIX ATC '25 | 2025-07-07 |
mTuner implements an Elastic Tensor abstraction that exposes four tunable operations — gather, discard, execute, checkpoint — and a one‑time schedule search to… | ||
| HypeReca: Distributed Heterogeneous In-Memory Embedding Database for Training... | USENIX ATC '25 | 2025-07-07 |
HypeReca is a distributed in-memory key‑value embedding database that uses both GPU and CPU memory, implements decentralized indexing tables (DIT) with a local… | ||
| SmartMoE: Efficiently Training Sparsely-Activated Models through Combiningand... | USENIX ATC '23 | 2023-07-10 |
SmartMoE is an automatic system that combines two-stage parallelization (offline pool construction + online selection) with a data-sensitive performance model… | ||
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