Yingping Li, ..., Shen Peng, Zhang Guo, Shuiping Gou. TIM++: Transductive information maximization for few-shot CLIP. Proceedings of the AAAI Conference on Artificial Intelligence, 40(8), 6671-6680 (AAAI 2026).

Shen Peng, Gianpiero Canessa, David Ek, Anders Forsgren. Finding search directions in quasi-Newton methods for minimizing a quadratic function subject to uncertainty. Computational Optimization and Applications, 91, 145-171, (2025).  https://doi.org/10.1007/s10589-025-00661-4

Jie Jiang, Shen Peng. Mathematical programs with distributionally robust chance constraints: Statistical robustness, discretization and reformulation. European Journal of Operational Research. 313(2): 616-627, (2024). https://doi.org/10.1016/j.ejor.2023.10.020. 

张鑫熔,彭深.求解稀疏高阶矩投资组合问题的混合启发式算法.纯粹数学与应用数学,39(03): 437-454, (2023).

Shen Peng, Gianpiero Canessa, Zhihua Allen-Zhao. Chance constrained conic-segmentation support vector machine with uncertain data. Annals of Mathematics and Artificial Intelligence, 93, 389-411, (2023). https://doi.org/10.1007/s10472-022-09822-1.

Shen Peng, Francesca Maggioni, Abdel Lisser. Bounds for probabilistic programming with application to a blend planning problem. European Journal of Operational Research, 297, 964-976, (2022). https://doi.org/10.1016/j.ejor.2021.09.023

Shen Peng, Jie Jiang. Stochastic mathematical programs with probabilistic complementarity constraints: SAA and distributionally robust approaches. Computational Optimization and Applications, 80, 153-184,  (2021). https://doi.org/10.1007/s10589-021-00292-5

Shen Peng, Abdel Lisser, Vikas Vikram Singh, et al. Games with distributionally robust joint chance constraints. Optimization Letters, 15, 1931-1953, (2021), https://doi.org/10.1007/s11590-021-01700-9.

Shen Peng, Navnit Yadav, Abdel Lisser, Vikas Vikram Singh. Chance-constrained games with mixture distributions. Mathematical Methods of Operations Research, 94, 71-97, (2021), https://doi.org/10.1007/s00186-021-00747-9.

Zhiping Chen, Shen Peng, Abdel Lisser. A sparse chance constrained portfolio selection model with multiple constraints. Journal of Global Optimization, 77, 825-852, (2020), https://doi.org/10.1007/s10898-020-00901-3.

Liu Jia, Shen Peng, Abdel Lisser, Zhiping Chen. Rectangular chance constrained geometric optimization. Optimization and Engineering, 21, 537–566, (2020), https://doi. org/10.1007/s11081-019-09460-3.

Zhiping Chen, Shen Peng, Jia Liu, Data-driven robust chance constrained problems: A mixture model approach. Journal of Optimization Theory and Applications, 179,1065-1085, (2018), https://doi.org/10.1007/s10957-018-1376-4.

Shen Peng, Vikas Vikram Singh, Abdel Lisser. General sum games with joint chance constraints. Operations Research Letters, 46, 482-486, (2018), https:// doi.org/10.1016/j.orl.2018.07.003.