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Jerrycool 

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

yczhuang 

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

Jerrycool 

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

Jerrycool 

updated 2 Spaces 8 months ago

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Jerrycool 

published 2 Spaces 8 months ago

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yczhuang 

authored a paper about 2 years ago

ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search

Paper • 2310.13227 • Published Oct 20, 2023 • 14

yczhuang 

authored 3 papers over 2 years ago

Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias

Paper • 2306.15895 • Published Jun 28, 2023

ToolQA: A Dataset for LLM Question Answering with External Tools

Paper • 2306.13304 • Published Jun 23, 2023

AdaPlanner: Adaptive Planning from Feedback with Language Models

Paper • 2305.16653 • Published May 26, 2023