Jingwei Xu Ph.D

Assistant Professor
School of Computer Science, Nanjing University, China
Institute of Computer Software
DeepEngine Group
Email: jingweix@nju.edu.cn
Address: 1022, School of Computer Science, Nanjing University
Group Github: njudeepengine.github.com

Biography

I am an Assistant Professor in the School of Computer Science, Nanjing University, Nanjing, China. I received a BS in Software Engineering from the Nanjing University of Post and Telecommunication, China, in 2009.6. I got my Master and Ph.D. in Computer Science under the supervision of Prof. Jian Lu from Nanjing University in 2012.6 and 2017.12, respectively. I worked with Prof. Chenxiang Zhai as a visiting student at the University of Illinois at Urbana-Champaign, IL, USA, between 2014.10–2015.10. I joined the School of Computer Science at Nanjing University, as an assistant/associate researcher, between 2017.12–2024.02.

Research

Advanced Reasoning with Large Language Models

  • Automated Theorem Proving with Large Language Models
  • Executable Reasoning in Large Language Models

Domain Knowledge Integration for Large Language Models

  • Advanced Knowledge Integration for Large Language Models
  • Modular Composition via Hot-plugging

Infrastructure and Parallelism Technologies for Large Language Model Training and Inference

  • Advanced Parallelism Technologies for Large Language Models Training
  • Unified Training and Inference for Large Language Models
  • Low-precision Floating Point Training and Inference

You can find my papers on my Google Scholar profile.

Teaching

Currently, I am taching the course “从零手搓大语言模型 (Programming Large Language Models from Scratch)” in Nanjing University. You could find the lecture and the assignments. I also teach “Introduction of Algorithm Design & Analysis”.

Students

PhDs

  • Siyuan Yan (2023-2028): Co-supervised with Prof. Chun Cao
  • Yuchen Zhang (2023-2028): Co-supervised with Prof. Chun Cao

Masters

  • Siyuan Zhu (2019-2022): Co-supervised with Prof. Chang Xu
  • Sen Wang (2020-2023): Co-supervised with Prof. Xiaoxing Ma, Now Alibaba
  • Maorun Zhang (2020-2023):
  • Zihan Zeng (2020-2023): Now Alibaba
  • Zhuheng Sheng (2020-2023): Co-supervised with Prof. Xiaoxing Ma, Now Momenta
  • Yunpeng Huang (2022-2025): Co-supervised with Prof. Xiaoxing Ma, Now SandAI
  • Junjun Zhu (2022-2025): Co-supervised with Prof. Xiaoxing Ma
  • Hanyue Du (2022-2025): Co-supervised with Prof. Chun Cao, Now Alibaba
  • Junyu Lai (2023-2026)
  • Zixu Jiang (2023-2026)
  • Jiahe Xu (2023-2026)
  • Jingyue Wang (2023-2026)
  • Hao Gao (2023-2026)
  • Yao Yang (2024-2027)
  • Tao Bu (2024-2027)
  • Qiangang Wang (2024-2027)
  • Mingyu Liang (2025-2028)
  • Jiakun Zhang (2025-2028)
  • Dingkun Xu (2025-2028)
  • Shuo Xu (2025-2028)
  • Wenyang Fang (2025-2028)
  • Jiarui Zhang (2025-2028)