Publications

Published

* Equal Contribution.

• MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts
  Jianan Zhou, Zhiguang Cao, Yaoxin Wu, Wen Song, Yining Ma, Jie Zhang, Xu Chi
  41st International Conference on Machine Learning (ICML), 2024
      

• Towards Omni-generalizable Neural Methods for Vehicle Routing Problems
  Jianan Zhou, Yaoxin Wu, Wen Song, Zhiguang Cao, Jie Zhang
  40th International Conference on Machine Learning (ICML), 2023
          

• Neural Airport Ground Handling
  Yaoxin Wu*, Jianan Zhou*, Yunwen Xia, Xianli Zhang, Zhiguang Cao, Jie Zhang
  IEEE Transactions on Intelligent Transportation Systems (TITS), 2023
          

• Learning Large Neighborhood Search for Vehicle Routing in Airport Ground Handling
  Jianan Zhou, Yaoxin Wu, Zhiguang Cao, Wen Song, Jie Zhang, Zhenghua Chen
  IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023
          

• Adversarial Training with Complementary Labels: On the Benefit of Gradually Informative Attacks
  Jianan Zhou*, Jianing Zhu*, Jingfeng Zhang, Tongliang Liu, Gang Niu, Bo Han, Masashi Sugiyama
  36th Conference on Neural Information Processing Systems (NeurIPS), 2022
              

Perished

• Double-Blind
  Jianan Zhou, Yaoxin Wu, Zhiguang Cao, Wen Song, Jie Zhang
      
• Double-Blind
  Shaodi Feng, Yaoxin Wu, Jianan Zhou, Cong Zhang, Zhiguang Cao, Kuan-Wen Chen, Jayavelu Senthilnath, Zhuoyi Lin