Jiaxiang Yi

According to our database, Jiaxiang Yi authored at least 8 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Practical multi-fidelity machine learning: fusion of deterministic and Bayesian models.

Jiaxiang Yi, Ji Cheng, Miguel A. Bessa

CoRR, 2024

Hierarchize Pareto Dominance in Multi-Objective Stochastic Linear Bandits.

Ji Cheng, Bo Xue, Jiaxiang Yi, Qingfu Zhang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2022

A novel fidelity selection strategy-guided multifidelity kriging algorithm for structural reliability analysis.

Jiaxiang Yi, Yuansheng Cheng, Jun Liu

Reliab. Eng. Syst. Saf., 2022

A sequential multi-fidelity surrogate model-assisted contour prediction method for engineering problems with expensive simulations.

Jun Liu, Jiaxiang Yi, Qi Zhou, Yuansheng Cheng

Eng. Comput., 2022

Cooperative data-driven modeling.

Aleksandr Dekhovich, O. Taylan Turan, Jiaxiang Yi, Miguel A. Bessa

CoRR, 2022

2021

An efficient constrained global optimization algorithm with a clustering-assisted multiobjective infill criterion using Gaussian process regression for expensive problems.

Puyu Jiang, Yuansheng Cheng, Jiaxiang Yi, Jun Liu

Inf. Sci., 2021

2020

A sequential constraints updating approach for Kriging surrogate model-assisted engineering optimization design problem.

Jiachang Qian, Jiaxiang Yi, Yuansheng Cheng, Jun Liu, Qi Zhou

Eng. Comput., 2020

An adaptive constraint-handling approach for optimization problems with expensive objective and constraints.

Jiaxiang Yi, Yuansheng Cheng, Jun Liu

Proceedings of the IEEE Congress on Evolutionary Computation, 2020