Allen Nie

allenanie's activity

• All
• Models
• Datasets
• Spaces
• Buckets
• Papers
• Collections
• Community
• Posts
• Upvotes
• Likes
• Articles

authored a paper 15 days ago

AccelOpt: A Self-Improving LLM Agentic System for AI Accelerator Kernel Optimization

Paper • 2511.15915 • Published 22 days ago • 4

authored a paper about 1 month ago

Understanding the Challenges in Iterative Generative Optimization with LLMs

Paper • 2603.23994 • Published Mar 25 • 29

submitted a paper to Daily Papers about 1 month ago

Understanding the Challenges in Iterative Generative Optimization with LLMs

Paper • 2603.23994 • Published Mar 25 • 29

authored a paper about 2 months ago

POLCA: Stochastic Generative Optimization with LLM

Paper • 2603.14769 • Published Mar 16 • 23

submitted a paper to Daily Papers about 2 months ago

POLCA: Stochastic Generative Optimization with LLM

Paper • 2603.14769 • Published Mar 16 • 23

authored 3 papers 11 months ago

Trace is the New AutoDiff -- Unlocking Efficient Optimization of Computational Workflows

Paper • 2406.16218 • Published Jun 23, 2024 • 3

EVOLvE: Evaluating and Optimizing LLMs For Exploration

Paper • 2410.06238 • Published Oct 8, 2024 • 1

The Importance of Directional Feedback for LLM-based Optimizers

Paper • 2405.16434 • Published May 26, 2024 • 1