Allen Nie

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upvoted a paper 2 months ago

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

Paper • 2511.15915 • Published Apr 15 • 4

upvoted 2 papers 3 months ago

Understanding the Challenges in Iterative Generative Optimization with LLMs

Paper • 2603.23994 • Published Mar 25 • 29

POLCA: Stochastic Generative Optimization with LLM

Paper • 2603.14769 • Published Mar 16 • 23

upvoted 4 papers about 1 year ago

Provably Learning from Language Feedback

Paper • 2506.10341 • Published Jun 12, 2025 • 9

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

Paper • 2406.16218 • Published Jun 23, 2024 • 3

The Importance of Directional Feedback for LLM-based Optimizers

Paper • 2405.16434 • Published May 26, 2024 • 1

CodeARC: Benchmarking Reasoning Capabilities of LLM Agents for Inductive Program Synthesis

Paper • 2503.23145 • Published Mar 29, 2025 • 35