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Jia Liu
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Year
Closed-form optimal portfolios of distributionally robust mean-CVaR problems with unknown mean and variance
J Liu, Z Chen, A Lisser, Z Xu
Applied Mathematics & Optimization 79 (3), 671-693, 2019
322019
Stochastic geometric optimization with joint probabilistic constraints
J Liu, A Lisser, Z Chen
Operations Research Letters 44 (5), 687-691, 2016
302016
Time consistent multi-period robust risk measures and portfolio selection models with regime-switching
J Liu, Z Chen
European Journal of Operational Research 268 (1), 373-385, 2018
292018
Distributionally robust chance constrained geometric optimization
J Liu, A Lisser, Z Chen
Mathematics of Operations Research 47 (4), 2950-2988, 2022
252022
A copula-based scenario tree generation algorithm for multiperiod portfolio selection problems
Z Yan, Z Chen, G Consigli, J Liu, M Jin
Annals of operations research 292 (2), 849-881, 2020
242020
Data-driven robust chance constrained problems: a mixture model approach
Z Chen, S Peng, J Liu
Journal of Optimization Theory and Applications 179 (3), 1065-1085, 2018
192018
A sustainability-oriented enhanced indexation model with regime switching and cardinality constraint
Z Chen, X Zhuang, J Liu
Sustainability 11 (15), 4055, 2019
172019
Collision-free trajectory planning for UAVs based on sequential convex programming
P Zhang, Y Mei, H Wang, W Wang, J Liu
Aerospace Science and Technology 152, 109404, 2024
152024
Multi-period risk measures and optimal investment policies
Z Chen, G Consigli, J Liu, G Li, T Fu, Q Hu
Optimal financial decision making under uncertainty, 1-34, 2016
142016
Composite time-consistent multi-period risk measure and its application in optimal portfolio selection
Z Chen, J Liu, G Li, Z Yan
Top 24 (3), 515-540, 2016
142016
Regime-dependent robust risk measures with application in portfolio selection
J Liu, Z Chen
Procedia Computer Science 31, 344-350, 2014
142014
Rectangular chance constrained geometric optimization
J Liu, S Peng, A Lisser, Z Chen
Optimization and engineering 21 (2), 537-566, 2020
132020
Interval-based stochastic dominance: theoretical framework and application to portfolio choices
J Liu, Z Chen, G Consigli
Annals of Operations Research 307 (1), 329-361, 2021
122021
Multivariate robust second-order stochastic dominance and resulting risk-averse optimization
Z Chen, Y Mei, J Liu
Optimization 68 (9), 1719-1747, 2019
122019
Multistage utility preference robust optimization
J Liu, Z Chen, H Xu
arXiv preprint arXiv:2109.04789, 2021
102021
Distributionally robust second-order stochastic dominance constrained optimization with Wasserstein ball
Y Mei, J Liu, Z Chen
SIAM Journal on Optimization 32 (2), 715-738, 2022
92022
Recursive risk measures under regime switching applied to portfolio selection
Z Chen, J Liu, Y Hui
Quantitative Finance 17 (9), 1457-1476, 2017
92017
In-dataset trajectory return regularization for offline preference-based reinforcement learning
S Tu, J Sun, Q Zhang, Y Zhang, J Liu, K Chen, D Zhao
Proceedings of the AAAI Conference on Artificial Intelligence 39 (20), 20929 …, 2025
72025
Optimal policy for a time consistent mean–variance model with regime switching
G Li, ZP Chen, J Liu
IMA Journal of Management Mathematics 27 (2), 211-234, 2016
72016
Multi-stage portfolio selection problem with dynamic stochastic dominance constraints
Y Mei, Z Chen, J Liu, B Ji
Journal of Global Optimization 83 (3), 585-613, 2022
62022
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Articles 1–20