Jinjie Yuan

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authored 5 papers 5 months ago

SQFT: Low-cost Model Adaptation in Low-precision Sparse Foundation Models

Paper • 2410.03750 • Published Oct 1, 2024 • 2

Mamba-Shedder: Post-Transformer Compression for Efficient Selective Structured State Space Models

Paper • 2501.17088 • Published Jan 28 • 2

SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL

Paper • 2111.00653 • Published Nov 1, 2021

MultiPruner: Balanced Structure Removal in Foundation Models

Paper • 2501.09949 • Published Jan 17

Low-Rank Adapters Meet Neural Architecture Search for LLM Compression

Paper • 2501.16372 • Published Jan 23 • 10

authored a paper about 1 year ago

Shears: Unstructured Sparsity with Neural Low-rank Adapter Search

Paper • 2404.10934 • Published Apr 16, 2024