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:12

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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