Publications

Published

• Learning to Handle Complex Constraints for Vehicle Routing Problems,
  Jieyi Bi, Yining Ma, Jianan Zhou, Wen Song, Zhiguang Cao, Yaoxin Wu, Jie Zhang.
  Advances in Neural Information Processing Systems (NeurIPS), 2024.
           

• Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation,
  Jieyi Bi, Yining Ma, Jiahai Wang, Zhiguang Cao, Jinbiao Chen, Yuan Sun, Yeow Meng Chee.
  Advances in Neural Information Processing Systems (NeurIPS), pp. 31226-31238, 2022.
                

Under Review

• RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark
  Federico Berto, Chuanbo Hua, Junyoung Park, Laurin Luttmann, Yining Ma, Fanchen Bu, Jiarui Wang, Haoran Ye, Minsu Kim, Sanghyeok Choi, Nayeli Gast Zepeda, André Hottung, Jianan Zhou, Jieyi Bi, Yu Hu, Fei Liu, Hyeonah Kim, Jiwoo Son, Haeyeon Kim, Davide Angioni, Wouter Kool, Zhiguang Cao, Qingfu Zhang, Joungho Kim, Jie Zhang, Kijung Shin, Cathy Wu, Sungsoo Ahn, Guojie Song, Changhyun Kwon, Kevin Tierney, Lin Xie, Jinkyoo Park