德州扑克在线练习

李庆教授

李庆

Professor Qing Li
二级教授 · 博士生导师 · 德州扑克在线练习 副院长
人工智能与数字金融四川省重点实验室主任 · 政府特聘专家

李庆教授现任人工智能与数字金融四川省重点实验室主任，金融科技国际联合实验室（FIC）副主任。他是政府特聘专家，并入选多项高层次人才计划。曾任美国亚利桑那大学客座教授及加州大学伯克利分校CDAR董事会成员。

国家级一流本科课程（Python应用基础）的主要负责人之一，并在 ACM TOIS、IEEE TKDE、SIGIR、AAAI 等顶级期刊和会议发表论文百余篇。其研发的风险预警技术挽回了巨额经济损失。

金融科技深度学习风险预警国家级一流课程智慧教育
国家级 一流本科课程共同负责人
40+ CCF A / Top Journals
10+ Key Research Projects
4 NSFC Programs

主持/主研科研项目

2021-24
国家自然科学基金面上项目：面向证券市场风险波动的智能计算模型及关键技术研究，项目负责人
2017-22
国家自然科学基金面上项目：基于大数据的互联网媒体对证券市场影响研究，项目负责人
2012-15
国家自然科学基金面上项目：基于社会化媒体的网络信息无障碍关键技术研究，项目负责人
2009-11
国家自然科学基金青年项目：面向视障用户的网络信息智能化处理关键技术研究，项目负责人
2012-16
国家自然科学基金重大项目：可信网络交易软件系统试验环境与示范应用，主研人员
2011-14
国家社会科学研究基金重点项目：创新型国家背景下的科技创新与金融创新结合问题研究，主研人员
NSF
美国国家科学基金 (NSF) 项目：主持1项国际合作科研项目
Tech
国家科技部重点研发计划：参与多项国家级重大技术攻关

学术成果列表

国际期刊论文 (Selected Journals)

2025
Sanchuan Xiao, Qing Li*, et al. Unveiling risk propagation: a lead-lag-aware framework for financial market prediction. Expert Systems With Applications, 288, 128143.
2025
Yan Chen, ..., Qing Li*. Unraveling Asset Pricing with AI: A Systematic Literature Review. Applied Soft Computing (Accept).
2025
Sanchuan Xiao, Qing Li*, et al. ComNC: A unified framework for trends prediction integrating node and concept effects. Neurocomputing, 630, 129721.
2025
Guanyuan Yu, ..., Qing Li*. Harnessing Logic Heterograph Learning for Financial Operational Risks. Information Sciences.
2024
Xiangyu Wei, ..., Qing Li*. A Time-Varying, Feature-Rearranged Convolutional Neural Network for Option Pricing. Journal of Derivatives, 32(2).
2024
Yao Wang, ..., Qing Li*. Considering momentum spillover effects via graph neural network in option pricing. Journal of Futures Markets, 44(6).
2023
Rong Xing, ..., Qing Li*. Learning to understand the vague graph for stock prediction with momentum spillovers. IEEE TKDE, 36(4).
2023
Yu Zhao, ..., Qing Li. Learning Bi-typed multi-relational heterogeneous graph via dual hierarchical attention networks. IEEE TKDE, 35(9).
2023
Yu Zhao, ..., Qing Li. Stock movement prediction based on bi-typed hybrid-relational market knowledge graph via dual attention networks. IEEE TKDE, 35(8).
2022
Yu Zhao, ..., Qing Li. Connecting embeddings based on multiplex relational graph attention networks for knowledge graph entity typing. IEEE TKDE, 35(5).
2022
Jiwen Huang, ..., Qing Li*. Asset pricing via deep graph learning to incorporate heterogeneous predictors. Intl. Journal of Intelligent Systems.
2021
Qing Li*, et al. A Multimodal Event-driven LSTM Model for Stock Prediction Using Online News. IEEE TKDE, 33(10).
2020
Guanyuan Yu, Qing Li*, et al. A Multimodal Generative and Fusion Framework for Recognizing Faculty Homepages. Information Sciences, 525.
2019
Rong Xing, Qing Li, et al. Media-based Corporate Network and Its Effects on Stock Market. EMFT, 57(15).
2018
Qing Li, et al. Web Media and Stock Markets: A Survey and Future Directions. IEEE TKDE, 30(2).
2016
Qing Li, et al. A Tensor-Based Information Framework for Predicting the Stock Market. ACM TOIS, 34(2).
2015
Ling Liu, ..., Qing Li*. A social-media-based approach to predicting stock comovement. ESWA, 42(8).
2014
Qing Li, et al. The effect of news and public mood on stock movements. Information Sciences, 278.
2014
Qing Li, et al. Media-aware quantitative trading based on public Web information. Decision Support Systems, 61.
2010
Qing Li, et al. User comments for news recommendation in forum-based social media. Information Sciences, 180(24).
2010
Qing Li, et al. Personalized Text Snippet Extraction Using Statistical Language Models. Pattern Recognition, 43(1).
2009
Qing Li, et al. Concept Unification of Terms in Different Languages via Web Mining. IP&M, 45(2).
2009
K. Selcuk Candan, ..., Qing Li, et al. SEA: Segment-Enrich-Annotate Paradigm for Adapting Digital Content for Improved Accessibility. ACM TOIS, 27(3).
2007
Qing Li, et al. A Probabilistic Music Recommender Considering User Opinions and Audio Features. IP&M, 43(2).
2006
Byeong Man Kim, Qing Li, et al. A New Approach for Combining Content-based and Collaborative Filters. Journal of Intelligent Information System, 27(1).

代表性学术会议 (Selected Conferences)

2025
Rui Cheng, ..., Qing Li*. FAT: Frequency-Aware Pretraining for Enhanced Time-Series Representation Learning. SIGKDD.
2022
Rui Cheng, Qing Li*. Subsequence-based Graph Routing Network for Capturing Multiple Risk Propagation Processes. IJCAI.
2021
Rui Cheng, Qing Li*. Modeling the Momentum Spillover Effect via Attribute-Driven Graph Attention Networks. AAAI.
2015
Qing Li, et al. Tensor-Based Learning for Predicting Stock Movements. AAAI.
2011
Matt Hamalainen, Qing Li, et al. An Idealet-Centric Scheme for Large Scale Open Innovation Systems. LNBIP.
2010
Jia Wang, Qing Li, et al. Recommendation in Internet forums and blogs. ACL.
2010
Jia Wang, Qing Li, et al. News Recommendation in Forum-Based Social Media. AAAI.
2010
Jia Wang, Qing Li, et al. User Comments for News Recommendation in Social Media, Poster. SIGIR.
2008
Qing Li, ..., Yan Qi. Extracting Relevant Snippets for Web Navigation. AAAI.
2007
Qing Li, et al. OASIS System for Organizing and Serving Information to Students without Sight. LWD.
2006
Qing Li, Sung-Hyon Myaeng. Concept Unification of Terms in Different Languages for IR. ACL.
2006
Byeong Man Kim, Qing Li, et al. A Decentralized CF Approach Based on Cooperative Agents. WWW.
2005
Qing Li, et al. Clustering for Probabilistic Model Estimation for CF. WWW.
2004
Qing Li, et al. A Collaborative Music Recommender based on Audio Features. SIGIR.
2004
Byeong Man Kim, Qing Li. Probabilistic Model Estimation for Collaborative Filtering Based on Items Attributes. WI.

学术专著与教材 (Books & Monographs)

2023
陈岩, 李庆. 《基于大数据的证券市场财经信息效应研究》, 西南财经大学出版社.
2023
邢容, 李庆. 《媒体关联与证券市场动量溢出效应研究》, 西南财经大学出版社.
2021
谢志龙, 李庆. 《Python应用基础》, 机械工业出版社. (省重点建设/国家级一流)
2020
王俊, 李庆. 《大数据视角下的数字化互动媒体对股票市场的影响研究》, 西南财经大学出版社.
2019
李庆, 王垚. 《金融科技（技术驱动金融服务业变革）》, 机械工业出版社.

教学荣誉与人才培养

教育成果

★
国家级一流本科课程负责人 (Python应用基础)
★
培养博士生 20 余名
★
主讲课程：金融与人工智能 (本)、高级机器学习 (研)

社会服务

● 四川省金融协会一等奖获得者

● 3个SCI国际期刊编委，多次担任顶级会议 (SIGIR, AAAI, ACL) 程序委员

● 四川省省属国有企业 “十四五” 规划专家组成员