Liyan Zheng
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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… | ||
| EINNET: Optimizing Tensor Programs with Derivation-Based Transformations | OSDI 2023 | 2023-07-10 |
EinNet claims a larger optimizer search space by turning tensor programs into tensor expressions and applying derivation-based tensor expression… | ||
| PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated | 15th USENIX Symposium on Operating Systems Design and Implementation (OSDI '21) | 2021-07-14 |
PET applies partially equivalent transformations plus automated corrections to expand the tensor-program search space and finds faster kernels by combining… | ||
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