UDC: A unified neural divide-and-conquer framework for large-scale combinatorial optimization problems Z Zheng, C Zhou, T Xialiang, M Yuan, Z Wang NeurIPS2024, 2024 | 17 | 2024 |
Pareto improver: Learning improvement heuristics for multi-objective route planning Z Zheng, S Yao, G Li, L Han, Z Wang IEEE Transactions on Intelligent Transportation Systems 25 (1), 1033-1043, 2023 | 9 | 2023 |
Learning encodings for constructive neural combinatorial optimization needs to regret R Sun, Z Zheng, Z Wang Proceedings of the AAAI Conference on Artificial Intelligence 38 (18), 20803 …, 2024 | 6 | 2024 |
DPN: Decoupling Partition and Navigation for Neural Solvers of Min-max Vehicle Routing Problems Z Zheng, S Yao, Z Wang, X Tong, M Yuan, K Tang ICML2024, 2024 | 5 | 2024 |
Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Z Zheng, Z Xie, Z Wang, B Hooi arXiv preprint arXiv:2501.08603, 2025 | 3 | 2025 |
CaDA: Cross-Problem Routing Solver with Constraint-Aware Dual-Attention H Li, F Liu, Z Zheng, Y Zhang, Z Wang arXiv preprint arXiv:2412.00346, 2024 | 2 | 2024 |