Yongfan Lu

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 6

Top Topics

Solving Multi Objective Optimization Problems

Evolutionary Algorithm

Top Venues

Swarm Evol. Comput.

Publications

Yongfan Lu, Bingdong Li, Aimin Zhou
Are You Concerned about Limited Function Evaluations: Data-Augmented Pareto Set Learning for Expensive Multi-Objective Optimization. AAAI (2024)
Yongfan Lu, Zixiang Di, Bingdong Li, Shengcai Liu, Hong Qian, Peng Yang, Ke Tang, Aimin Zhou
Towards Geometry-Aware Pareto Set Learning for Neural Multi-Objective Combinatorial Optimization. CoRR (2024)
Bingdong Li, Zixiang Di, Yongfan Lu, Hong Qian, Feng Wang, Peng Yang, Ke Tang, Aimin Zhou
Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models. CoRR (2024)
Bingdong Li, Yongfan Lu, Hong Qian, Wenjing Hong, Peng Yang, Aimin Zhou
Regularity model based offspring generation in surrogate-assisted evolutionary algorithms for expensive multi-objective optimization. Swarm Evol. Comput. 86 (2024)
Yongfan Lu, Bingdong Li, Shengcai Liu, Aimin Zhou
A Population Cooperation based Particle Swarm Optimization algorithm for large-scale multi-objective optimization. Swarm Evol. Comput. 83 (2023)
Yongfan Lu, Bingdong Li, Hong Qian, Wenjing Hong, Peng Yang, Aimin Zhou
RM-SAEA: Regularity Model Based Surrogate-Assisted Evolutionary Algorithms for Expensive Multi-Objective Optimization. GECCO (2023)