Jiulong Shan

BatchQuant: Quantized-for-all Architecture Search with Robust Quantizer

2021 · arXiv (Cornell University)

As the applications of deep learning models on edge devices increase at an accelerating pace, fast adaptation to various scenarios with varying resource constraints has become a crucial aspect of model deployment. As a result, …

Direct Large Language Model Alignment Through Self-Rewarding Contrastive Prompt Distillation

2024

Aiwei Liu, Haoping Bai, Zhiyun Lu, Xiang Kong, Xiaoming Wang, Jiulong Shan, Meng Cao, Lijie Wen. Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2024.