Shengyu Ye | University of Science and Technology of China

About Me

I am a Master student at University of Science and Technology of China (USTC), supervised by Prof. Qi Liu. Previously, I completed my undergraduate degree in Computer Science and Technology at USTC. During my studies, I interned at Microsoft Research Asia (MSRA) in the Systems Group, where I was mentored by Dr. Mao Yang and Prof. Yang Wang. My research interests lie in the intersection of large language models and code intelligence and model quantization.

Research Interests

Natural Language Processing: Large Language Models, Code Intelligence, and Quantization

Publications

arXiv

CursorCore: Assist Programming through Aligning Anything

Hao Jiang, Qi Liu, Rui Li, Shengyu Ye, Shijin Wang

arXiv preprint arXiv:2410.07002, 2024

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EMNLP

VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large Language Models

Yifei Liu, Jicheng Wen, Yang Wang, Shengyu Ye, Li Lyna Zhang, Ting Cao, Cheng Li, Mao Yang

The Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024

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