Search Results for author: Jinbiao Chen

Found 2 papers, 2 papers with code

Neural Multi-Objective Combinatorial Optimization with Diversity Enhancement

1 code implementation NeurIPS 2023 Jinbiao Chen, Zizhen Zhang, Zhiguang Cao, Yaoxin Wu, Yining Ma, Te Ye, Jiahai Wang

Most of existing neural methods for multi-objective combinatorial optimization (MOCO) problems solely rely on decomposition, which often leads to repetitive solutions for the respective subproblems, thus a limited Pareto set.

Combinatorial Optimization Graph Attention

Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation

1 code implementation14 Oct 2022 Jieyi Bi, Yining Ma, Jiahai Wang, Zhiguang Cao, Jinbiao Chen, Yuan Sun, Yeow Meng Chee

Recent neural methods for vehicle routing problems always train and test the deep models on the same instance distribution (i. e., uniform).

Knowledge Distillation

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