师资队伍

师资队伍

文青松 兼职教授

发布时间:2025-12-04浏览次数:342

文青松 兼职教授

松鼠AI首席科学家与AI研究院院长

牛津大学 博士生导师

福布斯中国最具影响力华人精英TOP 100



学术领域:大模型与智能体,时间序列,智能教育

邮箱:qingsongedu@gmail.com

个人主页:https://sites.google.com/site/qingsongwen8



文青松,华东师范大学上海人工智能金融学院兼职教授,松鼠AI首席科学家与AI研究院院长,牛津大学博士生导师。他曾在Alibaba、Qualcomm、Marvell等全球顶尖科技企业担任重要技术研发领袖,在Georgia Institute of Technology(佐治亚理工学院)获得电子与计算机工程硕士与博士学位。他的研究兴趣涵盖机器学习、数据挖掘和信号处理,特别专注于时间序列人工智能,教育人工智能,大语言模型与智能体等方向。他在国际顶级AI会议和期刊上共发表了150余篇论文,包括多篇在NeurIPS, ICML, ICLR, ACL, AAAI上的Oral或Spotlight论文,多篇在IJCAI获最具影响力论文,并多次荣获AAAI创新应用奖。他目前担任IEEE时间序列与时空数据人工智能工作组主席,INNS人工智能教育专委会副主席,并长期担任NeurIPS、ICML、ICLR、KDD、IJCAI、ICASSP等顶会的领域主席,以及担任IEEE Transactions on Pattern Analysis and MachineIntelligence(影响因子20.8)、IEEE Signal Processing Letters和Neurocomputing等顶刊的副编辑,并入选福布斯中国最具影响力华人精英TOP 100。


近期学术发表:

1. Yaxuan Kong, Yiyuan Yang, Yoontae Hwang, Wenjie Du, Stefan Zohren, Zhangyang Wang, Ming Jin, Qingsong Wen, "Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement," ACL 2025. (ACL Main)

2. Tianlong Xu, YiFan Zhang, Zhendong Chu, Shen Wang, Qingsong Wen, "AI-Driven Virtual Teacher for Enhanced Educational Efficiency: Leveraging Large Pretrain Models for Autonomous Error Analysis and Correction," AAAI 2025. (AAAI/IAAI 2025 Innovative Application Award)

3. Miao Yu, Fanci Meng, Xinyun Zhou, Shilong Wang, Junyuan Mao, Linsey Pang, Tianlong Chen, Kun Wang, Xinfeng Li, Yongfeng Zhang, Bo An, Qingsong Wen, "A Survey on Trustworthy LLM Agents: Threats and Countermeasures," KDD 2025.

4. Jiaxi Hu, Yongqi Pan, Jusen Du, Disen Lan, Xiaqiang Tang, Qingsong Wen, Yuxuan Liang, Weigao Sun, "Improving Nonlinear RNN with Closed-loop Control," NeurIPS 2025. (NeurIPS Spotlight, Top 3.5%)

5. Xiaoming Shi, Shiyu Wang, Yuqi Nie, Dianqi Li, Zhou Ye, Qingsong Wen, Ming Jin, "Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts," (ICLR Spotlight, Top 5%) 

6. Shikai Fang, Qingsong Wen, Yingtao Luo, Shandian Zhe, Liang Sun, "BayOTIDE: Bayesian Online Multivariate Time Series Imputation with Functional Decomposition," ICML 2024. (ICML Spotlight, Top 3.5%) 

7. Qingsong Wen, Tian Zhou, Chaoli Zhang, Weiqi Chen, Ziqing Ma, Junchi Yan, Liang Sun, "Transformers in Time Series: A Survey", IJCAI 2023. (Most Influential IJCAI’23 Paper)



近期获奖情况:

2025福布斯中国全球最具影响力华人精英Top 100

2025AAAI创新应用奖



教育背景:

Georgia Institute of Technology (佐治亚理工学院)电子与计算机工程博士

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