Author

Shuangyi Chen

1 paper indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#machine learning Jun 2026

Multi-Bitwidth Quantization for LLMs Using Additive Codebooks

Drop-by-Drop is proposed, a novel multi-bitwidth post-training quantization framework enabling inference-time precision control over LLM weights from a single quantized model, and it is proved that Gaussian sources are successively refinable under a weighted mean squared error distortion motivated by LLM loss functions...

Liza Babaoglu, Shuangyi Chen, Ashish J. Khisti · arXiv.org · 1 citation