Allen Chuang

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upvoted a paper 3 months ago

AutoL2S: Auto Long-Short Reasoning for Efficient Large Language Models

Paper • 2505.22662 • Published May 28, 2025 • 6

upvoted a paper 9 months ago

70% Size, 100% Accuracy: Lossless LLM Compression for Efficient GPU Inference via Dynamic-Length Float

Paper • 2504.11651 • Published Apr 15, 2025 • 31

upvoted 2 papers 10 months ago

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

Paper • 2503.16419 • Published Mar 20, 2025 • 77

Learning to Route with Confidence Tokens

Paper • 2410.13284 • Published Oct 17, 2024 • 2

authored 2 papers over 1 year ago

The Science of Detecting LLM-Generated Texts

Paper • 2303.07205 • Published Feb 4, 2023

GraphFM: A Comprehensive Benchmark for Graph Foundation Model

Paper • 2406.08310 • Published Jun 12, 2024

authored 2 papers almost 2 years ago

Learning to Compress Prompt in Natural Language Formats

Paper • 2402.18700 • Published Feb 28, 2024 • 3

Large Language Models As Faithful Explainers

Paper • 2402.04678 • Published Feb 7, 2024