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科学研究

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学术论文

教师论文
林一青
Propagation of chaos for mean-field reflected BSDEs with jumps
Yiqing Lin, Kun Xu · Statistics & Probability Letters · 2025
毛晓军
Majority vote for distributed differentially private sign selection
Xiaojun Mao, Weidong Liu, Jiyuan Tu, Xi Chen · Annals of Statistics · 2024
杜尚慕 - Samuel Drapeau
Evolution of Chinese futures markets from a high frequency perspective
Samuel Drapeau, Z. Li, T. Wang, X. Tao · Economics & Politics · 2024
毛晓军
Robust Personalized Federated Learning with Sparse Penalization
Xiaojun Mao, W. Liu, X. Zhang, X. Zhang · Journal of the American Statistical Association · 2024
涂仕奎
KGDiff: towards explainable target-aware molecule generation with knowledge guidance
Shikui Tu, Hao Qian, Wenjing Huang, Lei Xu · Briefings in Bioinformatics · 2024
王迪
High-dimensional low-rank tensor autoregressive time series modeling
Di Wang, Yao Zheng, Guodong Li · Journal of Econometrics · 2024
毛晓军
Distributed estimation on semi-supervised generalized linear model
Xiaojun Mao, Jiyuan Tu, Weidong Liu · Journal of Machine Learning Research · 2024
熊德文
Optimal Strategy of the Dynamic Mean-Variance Problem for Pairs Trading under a Fast Mean-Reverting Stochastic Volatility Model
Dewen Xiong, Y. Zhang · Mathematics · 2023
涂仕奎
A deep learning method for the end-to-end prediction of intracranial aneurysm rupture risk
Peiying Li, Yongchang Liu, Jiafeng Zhou, Bing Zhao, Jieqing Wan, Yunjun Yang, Shikui Tu, Lei Xu · Patterns · 2023
王迪
Rate-optimal robust estimation of high-dimensional vector autoregressive models
Di Wang, Ruey S. Tsay · Annals of Statistics · 2023
涂仕奎
MGAE-DC: Predicting the synergistic effects of drug combinations through multi-channel graph autoencoders
Shikui Tu, P. Zhang · PLOS Computational Biology · 2023
罗鹏
Existence of global solutions for multi-dimensional coupled FBSDEs with diagonally quadratic generators
Peng Luo, Yuyang Chen · Journal of Mathematical Analysis and Applications · 2023
肖骞
Modeling and Active Learning for Experiments with Quantitative-Sequence Factors
Qian Xiao, Y. Wang, A. Mandal, X. Deng · Journal of the American Statistical Association · 2022
肖骞
Maximum One-Factor-At-A-Time Designs for Screening in Computer Experiments
Qian Xiao, V.R. Joseph, D.M. Ray · Technometrics · 2022
王迪
Nonparametric Quantile Regression for Homogeneity Pursuit in Panel Data Models
Di Wang, X. Zhang, H. Lian, G. Li · Journal of Business & Economic Statistics · 2022
林一青
Random Horizon Principal-Agent Problems
Yiqing Lin, Zhenjie Ren, Nizar Touzi, Junjian Yang · SIAM Journal on Control and Optimization · 2022
熊德文
An FBSDE approach to market impact games with stochastic parameters
Samuel Drapeau, Peng Luo, Alexander Schied, Dewen Xiong · Probability, Uncertainty and Quantitative Risk · 2021
肖骞
EzGP: Easy-to-Interpret Gaussian Process Models for Computer Experiments with Both Quantitative and Qualitative Factors
Qian Xiao, A. Mandal, C.D. Lin, X. Deng · SIAM/ASA Journal on Uncertainty Quantification · 2021
罗鹏
A type of globally solvable BSDEs with triangularly quadratic generators
Peng Luo · Electronic Journal of Probability · 2020
杜尚慕 - Samuel Drapeau
Characterization of fully coupled FBSDE in terms of portfolio optimization
Samuel Drapeau, Peng Luo, Dewen Xiong · Electronic Journal of Probability · 2020
罗鹏
Equilibrium Strategies for Alpha-Maxmin Expected Utility Maximization
Peng Luo, Bin Li, Dewen Xiong · SIAM Journal on Financial Mathematics · 2019
杜尚慕 - Samuel Drapeau
Computational aspects of robust optimized certainty equivalents and option pricing
Samuel Drapeau, D. Bartl, L. Tangpi · Mathematical Finance · 2019
杜尚慕 - Samuel Drapeau
Stability and Markov property of forward backward minimal supersolutions
Samuel Drapeau, Christoph Mainberger · Electronic Journal of Probability · 2018
杜尚慕 - Samuel Drapeau
Multivariate Shortfall Risk Allocation and Systemic Risk
Samuel Drapeau, Yannick Armenti, Stéphane Crépey, Antonis Papapantoleon · SIAM Journal on Financial Mathematics · 2018
林一青
Causal Transport in Discrete Time and Applications
Julio Backhoff, Mathias Beiglböck, Yiqing Lin, Anastasiia Zalashko · SIAM Journal on Optimization · 2017
熊德文
Robust utility maximization with extremely ambiguity-loving and ambiguity-aversion preferences
Dewen Xiong, B. Li, L. Wang · Stochastics · 2017
罗鹏
Utility maximization under g*-expectation
Peng Luo, Y. Jiang, L. Wang, D. Xiong · Stochastic Analysis and Applications · 2016
杜尚慕 - Samuel Drapeau
Dual representation of minimal supersolutions of convex BSDEs
Samuel Drapeau, Michael Kupper, Emanuela Rosazza Gianin, Ludovic Tangpi · Annales de l'Institut Henri Poincaré, Probabilités et Statistiques · 2016
杜尚慕 - Samuel Drapeau
Minimal supersolutions of convex BSDEs
Samuel Drapeau, Gregor Heyne, Michael Kupper · Annals of Probability · 2013
学生论文
郑冰妍
郑冰妍同学获优秀毕业论文荣誉
徐思亮
徐思亮同学获优秀毕业论文荣誉
王雨竹
王雨竹同学获优秀毕业论文荣誉

科研项目

资助项目

横向项目
项目名称 来源 负责人
Fastbox组合投资回测模块 横向 Samuel Drapeau
量化交易工具研发及应用 横向 Yiqing Lin
面向特定群体的消费趋势分析 横向 Yiqing Lin
量化交易中的市场模型研究 横向 Yiqing Lin
国家自然科学基金面上项目
项目名称 来源 负责人
基于市场条件的个性化行为风险度量和效用优化 国自然面上 Dewen Xiong
倒向随机微分方程理论问题及粒子系统应用 国自然面上 Yiqing Lin
高维低秩矩阵在线估计 国自然面上 Xiaojun Mao
风险度量、系统性风险与市场约束的量化研究 国自然面上 Samuel Drapeau
国家自然科学基金青年项目
项目名称 来源 负责人
非线性数学期望下的倒向随机微分方程及其应用 青年C Yiqing Lin
高维自回归模型的稳健估计 青年C Di Wang
高维低秩矩阵补全 青年C Xiaojun Mao
统计学习 青年B Xiaojun Mao
复杂结构实验设计与分析 海外优青 Qian Xiao
国家重点研发计划
项目名称 来源 负责人
数字孪生系统的分类算法:优化与控制策略 科技部国家重点研发(青年科学家) Qian Xiao
国自然重大项目
项目名称 来源 参与人
面向大规模商业场景的统计计算与优化 国自然重大项目 Di Wang, Xiaojun Mao
上海市科技创新项目
项目名称 来源 负责人
去中心化环境下的高维数据插补 上海市科技创新行动计划 Xiaojun Mao
含有共同因子的高维自回归模型 上海市科技创新行动计划 Di Wang
天元数学项目
项目名称 来源 参与人
非线性期望理论 天元前沿重点项目 Peng Luo, Yiqing Lin