师资队伍/申峰金融科技、金融工程与风险管理申峰教授申峰，教授。研究方向包括金融科技、金融工程、人工智能和信用风险。金融科技金融工程人工智能信用风险教育背景2009年，解放军信息工程大学，电子信息科学与技术专业工学学士2015年，四川大学，管理科学与工程博士论文发表Feng Shen, Kexin Yang, Fanyin Zhou, Wensha Zhang, A hybrid multi-layered ensemble model based on heterogeneous information network for small and medium-sized enterprise default prediction, European Journal of Operational Research, 2026Feng Shen, Jia Kuang, You Hu, Shiting Chen, An enhanced risk-aware multi-task learning framework with dual-source sentiment and multi-scale decomposition for robust stock ranking forecasting, Expert Systems with Applications, 2026Feng Shen, Jia Kuang, Dao Lan, Run Wang, From Binary to Three-Way Decisions in Credit Scoring: An Enhanced Cost-Sensitive Boosting Model with Incremental Learning, Information Systems Frontiers, 2026Feng Shen, Shuai Huang, Wanqing Zhao, Dao Lan, Forecasting tourism stock index dynamics: a multiscale deep learning framework integrating emerging media data, Expert Systems with Applications, 2026Donghao Zhang, Xiaodong Yan, Feng Shen, Dynamic financial tail risk networks: A backtesting-based conditional expected shortfall approach, Plos One, 2026Siyi Fan, Bo Yang, Weijun Xia, Feng Shen, MCMamba: A multi-scale correlation-aware model with Mamba for stock price forecasting, Expert Systems with Applications, 2026尚玉皇, 刘华, 申峰（通讯）. 预期的博弈：央行沟通与国债收益率曲线. 金融研究, 2025Feng Shen, Zhiyuan Yang, Jia Kuang, Zhangyao Zhu, Reject inference in credit scoring based on cost-sensitive learning and joint distribution adaptation method, Expert Systems with Applications, 2024Feng Shen, Qinyuan Huang, Han Su, Zeshui Xu, An outranking approach for multi-attribute group decision-making with interval-valued hesitant fuzzy information, Engineering Applications of Artificial Intelligence, 2024周玮, 王松, 徐玉德, 申峰（通讯）. 机器学习与会计舞弊治理：基于非遴选因子的预测视角. 世界经济. 2024Feng Shen, Xiaodong Yan, Yuhuang Shang, A novel hybrid PSO-MIDAS model and its application to the U.S. GDP forecast, Plos One, 2024Feng Shen, Zhiyuan Yang, Xingchao Zhao, Dao Lan, Reject inference in credit scoring using a three-way decision and safe semi-supervised support vector machine, Information Sciences, 2022Feng Shen, Xin Zhang, Run Wang, Dao Lan, Wei Zhou, Sequential optimization three-way decision model with information gain for credit default risk evaluation, International Journal of Forecasting, 2022Feng Shen, Xingchao Zhao, Gang Kou, Fawaz E. Alsaadid. A new deep learning ensemble credit risk evaluation model with an improved synthetic minority oversampling technique, Applied Soft Computing, 2021Feng Shen, Zhiyuan Yang, Dongliang Cai, Integrating an Extended Outranking-TOPSIS Method with Probabilistic Linguistic Term Sets for Multiattribute Group Decision-Making, Complexity, 2021Ke Li, Fanyin Zhou, Zhiyong Li, Wanqing Li, Feng Shen, A semi-parametric ensemble model for profit evaluation and investment decisions in online consumer loans with prepayments, Applied Soft Computing, 2021Feng Shen, Chen Liang, Zhiyuan Yang. Combined probabilistic linguistic term set and ELECTRE II method for solving a venture capital project evaluation problem, Economic Research-Ekonomska Istraživanja, 2021Feng Shen, Xingchao Zhao, Gang Kou. Three-stage reject inference learning framework for credit scoring using unsupervised transfer learning and three-way decision theory, Decision Support Systems, 2020Gang Kou, Yong Xu, Yi Peng, Feng Shen, Yang Chen, Kun Chang, Shaomin Kou. Bankruptcy prediction for SMEs using transactional data and two-stage multiobjective feature selection, Decision Support Systems, 2020Feng Shen, Yongyong Liu, Run Wang, Wei Zhou. A dynamic financial distress forecast model with multiple forecast results under unbalanced data environment, Knowledge-Based Systems, 2020Feng Shen, Run Wang, Yu Shen. A cost-sensitive logistic regression credit scoring model based on multi-objective optimization approach, Technological and Economic Development of Economy, 2019Zhiyong Li, Xinyi Hu, Ke Li, Fanyin Zhou, Feng Shen. Inferring the outcomes of rejected loans: an application of semisupervised clustering, Journal of the Royal Statistical Society Series A, 2019Feng Shen, Xingchao Zhao, Zhiyong Li, Ke Li, Zhiyi Meng. A novel ensemble classification model based on neural networks and a classifier optimisation technique for imbalanced credit risk evaluation, Physica A: Statistical Mechanics and its Applications, 2019Feng Shen, Yunwen Ma, Run Wang, Ningning Pan, Zhiyi Meng. Does environmental performance affect financial performance? Evidence from Chinese listed companies in heavily polluting industries, Quality & Quantity, 2019Feng Shen, Xinsong Ma, Zhiyong Li, Zeshui Xu, Dongliang Cai, An extended intuitionistic fuzzy TOPSIS method based on a new distance measure with an application to credit risk evaluation, Information Sciences, 2018Feng Shen, Jiuping Xu, Zeshui Xu. An outranking sorting method for multi-criteria group decision making using intuitionistic fuzzy sets. Information Sciences, 2016Jiuping Xu, Ziqi Wang, Feng Shen, Ouyang Chi, Yan Tu. Natural Disasters and Social Conflict: A Systematic Literature Review. International Journal of Disaster Risk Reduction, 2016Feng Shen, Jiuping Xu, Zeshui Xu. An automatic ranking approach for multi-criteria group decision making under intuitionistic fuzzy environment. Fuzzy Optimization and Decision Making, 2015Jiuping Xu, Feng Shen. A new outranking choice method for group decision making under Atanassov’s interval-valued intuitionistic fuzzy environment. Knowledge-Based Systems, 2014Feng Shen, Yongyong Liu, Dao Lan, Zhiyong Li. A Dynamic Financial Distress Forecast Model with Time-WeightingBased on Random Forest, Proceedings of the Twelfth International Conference on Management Science and Engineering Management, 2018Feng Shen, Xingchao Zhao, Dao Lan, Zhiyong Li. A Hybrid Model of AdaBoost and Back-Propagation Neural Network for Credit Scoring, Proceedings of the Eleventh International Conference on Management Science and Engineering Management, 2017Feng Shen, Dao Lan, Zhiyong Li. An Intuitionistic Fuzzy ELECTRE-III Method for Credit Risk Assessment, Proceedings of the Tenth International Conference on Management Science and Engineering Management, 2016专业方向金融科技金融工程人工智能信用风险研究专长机器学习信用风险建模量化交易主要获奖全国“金融院校百名优秀教师”称号四川省“天府青城计划”青年拔尖人才四川省社会科学优秀成果奖二等奖（排名第一）四川省金融学会金融科研优秀成果二等奖（排名第一）西南财经大学优秀教师一等奖← 返回师资队伍返回学院首页 →
