Xingyu Zheng

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authored a paper 17 days ago

First-Order Error Matters: Accurate Compensation for Quantized Large Language Models

Paper • 2507.11017 • Published Nov 14, 2025 • 1

authored 2 papers about 1 year ago

A Survey of Low-bit Large Language Models: Basics, Systems, and Algorithms

Paper • 2409.16694 • Published Sep 25, 2024

An Empirical Study of Qwen3 Quantization

Paper • 2505.02214 • Published May 4, 2025 • 26

authored 3 papers about 2 years ago

Accurate LoRA-Finetuning Quantization of LLMs via Information Retention

Paper • 2402.05445 • Published Feb 8, 2024 • 1

BinaryDM: Towards Accurate Binarization of Diffusion Model

Paper • 2404.05662 • Published Apr 8, 2024 • 1

How Good Are Low-bit Quantized LLaMA3 Models? An Empirical Study

Paper • 2404.14047 • Published Apr 22, 2024 • 45