金融科技、金融工程与风险管理
王俊
教授
王俊，教授。研究方向包括金融科技、金融智能、数字化管理和大语言模型智能体。
教育背景
- 2015—2019年，西南财经大学，技术经济与管理博士
- 2017—2019年，加拿大纽芬兰纪念大学，计算机科学国家公派联合培养博士
论文发表
- Yang Zhang, En Chun, Ziyun Mao, Yulu Wu, Jun Wang*. (2026). GS-Fuse: Granger-Supervised Gated Fusion and Multi-Granularity Alignment for Event-Driven Financial Forecasting [C]. The 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD). (CCF A 级会议，西财 A 级)
- Yongjian Yang, Tianjiao Feng, Chenyu Luo, Chenglong, Jun Wang*, et al. (2025). A hybrid ant colony optimization algorithm for drone-based cooperative EV routing problem with simultaneously delivery and pickup [J]. Annals of Operations Research. https://doi.org/10.1007/s10479-025-06581-0. (中科院 1 区 Top 期刊，西财 A 级)
- Yang Zhang, Wenbo Yang, Jun Wang*, et al. (2025). CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcement [C]. The 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD). (CCF A 级会议，西财 A 级)
- Xin Liu, Shibai Yin, Jun Wang*. (2025). DUQ: Dual Uncertainty Quantification for Text-Video Retrieval [C]. The 34th International Joint Conference on Artificial Intelligence (IJCAI). (CCF A 级会议，西财 A 级)
- Jun Wang, Lei Liao, et al. (2025). MRRFGNN: Multi-relation reconstruction and fusion graph neural network for stock crash prediction [J]. Information Sciences, 689, 121507. (中科院 1 区 Top 期刊，西财 A 级)
- Long Shi, Lei Cao, Jun Wang*, Badong Chen. (2024). Enhanced Latent Multi-View Subspace Clustering [J]. IEEE Transactions on Circuits and Systems for Video Technology, 34(12). (中科院 1 区 Top 期刊，西财 A 级)
- Jun Wang, Huaxin Huang, et al. (2024). Inhibit or stimulate? Green credit guidelines and corporate financialization [J]. Journal of Cleaner Production, 470, 143303. (中科院 2 区 Top 期刊，西财 B 级)
- Yinchao Liao, Jun Wang, et al. (2024). Policy synergy on stock price crash risk: An intergovernmental perspective [J]. Finance Research Letters, 67, 105744. (中科院 1 区，ABS 三星，西财 B 级)
- Yinchao Liao, Jun Wang, et al. (2024). Buffer or substitute? Corporate financialization and leverage manipulation [J]. Pacific-Basin Finance Journal, 87, 102508. (中科院 2 区，ABS 二星，西财 B 级)
- Jun Wang, Wenjin Zhao, et al. (2023). A study of crude oil futures price volatility based on multi-dimensional data from event-driven and deep learning [J]. Applied Soft Computing, 146, 110548. (中科院 1 区 Top 期刊，西财 A 级)
- Jun Wang, Muhammad Usman, et al. (2023). Asymmetric environmental performance under economic complexity, globalization and energy consumption: Evidence from the World’s largest economically complex economy [J]. Energy, 279, 128050. (中科院 1 区 Top 期刊，西财 A 级)
- Ben Liu, Jun Wang, et al. (2023). CUPVC: A Constraint-Based Unsupervised Prosody Transfer for Improving Telephone Banking Services [J]. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 31, 2695-2706. (中国计算机学会 CCF B 类推荐期刊，西财 B 级)
- Jun Wang, Yexun Hu, et al. (2023). Essential tensor learning for multimodal information-driven stock movement prediction [J]. Knowledge-Based Systems, 262(28), 110262. (中科院 1 区 Top 期刊，西财 A 级)
- Jun Wang, Zhilong Xie, et al. (2019). Effect of digitalized rumor clarification on stock markets. Emerging Markets Finance and Trade, 55(2), 450-474. (中科院 3 区期刊，西财 B 级)
- Jun Wang, Hanlei Jin, et al. (2022). Anomaly detection in Internet of medical Things with Blockchain from the perspective of deep neural network [J]. Information Sciences, 617, 133-149. (中科院 1 区 Top 期刊，西财 A 级)
- 彭涛，朱冠平，王俊*，经菠. (2023). 股票发行制度与初创科技型企业估值：基于准自然实验的证据 [J]. 南开管理评论. (中文管理学领域 Top 期刊， 西财 A 级)
- Xiaoman Jin, Qing Li, Jun Wang *, Jingmei Zhao. (2023). Voice or noise? Repetitive information and stock performance [J]. Finance Research Letters, 52, 103559. (中科院 2 区期刊，ABS 3 星，西财 B 级)
- Xiaoman Jin, Jun Wang*, et al. (2022). Media Platforms and Stock Performance: Evidence from Internet News [J]. Journal of Global Information Management, DOI: 10.4018/JGIM.315611. (中科院 2 区期刊，西财 B 级)
- Qing Li, Yan Chen, Jun Wang, Yuanzhu Chen, Hsinchu Chen (2018). Web Media and Stock Markets: A Survey and Future Directions from a Big Data Perspective. IEEE Transactions on Knowledge and Data Engineering (TKDE), 30(2), 381-399. (中国计算机学会 CCF A 类推荐期刊，共同一作，西财 A+级)
- Qing Li, Jinghua Tan, Jun Wang, Hsinchu Chen. (2021). A Multimodal Event-driven LSTM Model for Stock Prediction Using Online News. IEEE Transactions on Knowledge and Data Engineering (TKDE), 33(10), 3323-3337. (中国计算机学会 CCF A 类推荐期刊，共同一作，西财 A+级)
- Jun Wang, Sudeshna Ghosh, et al. (2022). Achieving energy security amidst the world uncertainty in newly industrialized economies: The role of technological advancement [J]. Energy, 261(15), 125265. (中科院 1 区 Top 期刊， 西财 A 级)
- Qing Li, Jun Wang, et al. (2017). The role of social sentiment in stock markets: a view from joint effects of multiple information sources. Multimedia Tools and Applications, 76(10), 1-31. (中科院 2 区期刊，西财 B 级)
- Jinghua Tan, Qing Li, Jun Wang, Junxiao Chen. (2022). FinHGNN: A conditional heterogeneous graph learning to address relational attributes for stock predictions [J]. Information Sciences, 618, 317-335. (中科院 1 区 Top 期刊，西财 A 级)
- Jun Wang, Jinghua Tan, et al. (2021). Unsupervised graph-clustering learning framework for financial news summarization [C]. In Proceedings of the 2021 IEEE International Conference on Data Mining (ICDM), pp. 719-726. (中国计算机学会 CCF B 类推荐会议，西财 B 级)
- Jun Wang, Jinghua Tan, et al. (2021). A Knowledge-aware and Time-sensitive Financial News Recommendation System Based on Firm Relation Derivation [C]. In Proceedings of the 2021 IEEE International Conference on Data Mining (ICDM), pp. 1104-1111. (中国计算机学会 CCF B 类推荐会议，西财 B 级)
- Xiaohan Li, Jun Wang*, et al. (2022). A graph neural network-based stock forecasting method utilizing multi-source heterogeneous data fusion [J]. Multimedia Tools and Applications, 81, 43753–43775. (中科院 2 区期刊，西财 B 级)
- 彭涛, 李志刚, 王俊*, 朱冠平. (2023). 注册制改革的溢出效应——基于初创科技型企业融资的证据[J]. 国际金融研究, 2, 85-96. (中文金融学领域 Top 期刊，西财 B 级)
专业方向
- 金融科技
- 金融智能
- 数字化管理
- 大语言模型智能体
研究专长
- 多模态数据分析
- 人工智能
- 企业风险监测