祝建庆
研究助理教授
科学与工程智能中心
教育背景
教育经历:
- 2024.03–2026.02:沙特阿卜杜拉国王科技大学,博士后
- 2019.09–2023.06:北京工业大学,数学,博士(全日制)
工作经历:
- 2026.03–至今:深圳河套学院,研究助理教授
- 2020.09–2021.12:阿里巴巴达摩院机器智能实验室,研究实习生
研究方向
核心研究方向:大语言模型与对齐、单细胞大模型、虚拟细胞建模与仿真、科学机器学习;跨学科研究领域:人工智能与单细胞组学、计算生物学及虚拟细胞
邮箱
jianqingzhu@slai.edu.cn
个人简介
祝建庆,数学博士,现任深圳河套学院科学与工程智能中心研究助理教授,曾在沙特阿卜杜拉国王科技大学从事博士后研究。目前重点开展单细胞大模型与虚拟细胞研究,并持续关注大语言模型预训练与对齐和科学机器学习。相关成果发表于ACL、NeurIPS、NAACL、Neural Networks等会议和期刊,其中ACL 2025论文获口头报告并入选专题讨论。欢迎围绕基础模型、单细胞组学与计算生物学开展合作。
学术著作
- l Jianqing Zhu*, Huang Huang*, Zhihang Lin*, Juhao Liang*, Zhengyang Tang*, Khalid Almubarak, Abdulmohsen Alharthi, Bang An, Juncai He, Xiangbo Wu, Fei Yu, Junying Chen, Zhuoheng Ma, Yuhao Du, He Zhang, Emad A. Alghamdi, Lian Zhang, Ruoyu Sun, Haizhou Li, Benyou Wang, and Jinchao Xu. Second Language (Arabic) Acquisition of LLMs via Progressive Vocabulary Expansion. ACL 2025; oral presentation (8%) and panel discussion selection (0.8%). [Co-first author]
- l Juhao Liang*, Zhenyang Cai*, Jianqing Zhu*, Huang Huang*, Kewei Zong, Bang An, Mosen Alharthi, Juncai He, Lian Zhang, Haizhou Li, Benyou Wang, and Jinchao Xu. Alignment at Pre-training! Towards Native Alignment for Arabic LLMs. NeurIPS 2025. [Co-first author]
- l Huang Huang*, Fei Yu*, Jianqing Zhu*, Xuening Sun, Hao Cheng, Dingjie Song, Zhihong Chen, Abdulmohsen Alharthi, Bang An, Ziche Liu, Zhiyi Zhang, Junying Chen, Jianquan Li, Benyou Wang, Lian Zhang, Ruoyu Sun, Xiang Wan, Haizhou Li, and Jinchao Xu. AceGPT, Localizing Large Language Models in Arabic. NAACL 2024. [Co-first author]
- l Xue Wang, Tian Zhou, Jianqing Zhu, Jialin Liu, Kun Yuan, Tao Yao, Wotao Yin, Rong Jin, and HanQin Cai. S3 Attention: Improving Long Sequence Attention with Smoothed Skeleton Sketching. IEEE Journal of Selected Topics in Signal Processing, 2024.
- l Jianqing Zhu, Juncai He, and Qiumei Huang. An Enhanced V-cycle MgNet Model for Operator Learning in Numerical Partial Differential Equations. Computational Geosciences, 2024. https://arxiv.org/abs/2302.00938
- l Juncai He, Jinchao Xu, Lian Zhang, and Jianqing Zhu. An Interpretive Constrained Linear Model for ResNet and MgNet. Neural Networks, 2023. [Alphabetical order]
- l Jianqing Zhu, Juncai He, Lian Zhang, and Jinchao Xu. FV-MgNet: Fully Connected V-cycle MgNet for Interpretable Time Series Forecasting. Journal of Computational Science, 2023.
- Jindong Wang, Jinchao Xu, and Jianqing Zhu. CNNs with Compact Activation Function. International Conference on Computational Science, 2022. [Alphabetical order]