DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization. - Haoran Ye; Jiarui Wang 002; Zhiguang Cao; Helan Liang; Yong Li (NeurIPS, 2023)

A bi-population clan-based genetic algorithm for heat pipe-constrained component layout optimization. - Haoran Ye; Helan Liang; Tao Yu; Jiarui Wang 002; Hongwei Guo (Expert Syst. Appl., 2023)

GLOP: Learning Global Partition and Local Construction for Solving Large-Scale Routing Problems in Real-Time. - Haoran Ye; Jiarui Wang 002; Helan Liang; Zhiguang Cao; Yong Li; Fanzhang Li (AAAI, 2024)

ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution. - Haoran Ye; Jiarui Wang 002; Zhiguang Cao; Federico Berto; Chuanbo Hua; Haeyeon Kim; Jinkyoo Park; Guojie Song (NeurIPS, 2024)

ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution. - Haoran Ye; Jiarui Wang 002; Zhiguang Cao; Guojie Song (CoRR, 2024)