Rushi Qiang

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authored 5 papers 3 months ago

AutoLoRA: Automatically Tuning Matrix Ranks in Low-Rank Adaptation Based on Meta Learning

Paper • 2403.09113 • Published Mar 14, 2024

BiLoRA: A Bi-level Optimization Framework for Overfitting-Resilient Low-Rank Adaptation of Large Pre-trained Models

Paper • 2403.13037 • Published Mar 19, 2024

Matryoshka: Learning to Drive Black-Box LLMs with LLMs

Paper • 2410.20749 • Published Oct 28, 2024 • 1

Language Model Uncertainty Quantification with Attention Chain

Paper • 2503.19168 • Published Mar 24, 2025

MLE-Smith: Scaling MLE Tasks with Automated Multi-Agent Pipeline

Paper • 2510.07307 • Published Oct 8, 2025 • 5

authored a paper 8 months ago

MLE-Dojo: Interactive Environments for Empowering LLM Agents in Machine Learning Engineering

Paper • 2505.07782 • Published May 12, 2025 • 19