DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization H Ye, J Wang, Z Cao, H Liang, Y Li Advances in Neural Information Processing Systems (NeurIPS), 2023 | 19 | 2023 |
RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark F Berto, C Hua, J Park, L Luttmann, Y Ma, F Bu, J Wang, H Ye, M Kim, ... arXiv preprint arXiv:2306.17100, 2024 | 13* | 2024 |
GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time H Ye, J Wang, H Liang, Z Cao, Y Li, F Li The 38th Annual AAAI Conference on Artificial Intelligence (AAAI), 2024 | 12 | 2024 |
Large Language Models as Hyper-Heuristics for Combinatorial Optimization H Ye, J Wang, Z Cao, F Berto, C Hua, H Kim, J Park, G Song arXiv preprint arXiv:2402.01145, 2024 | 8* | 2024 |
A bi-population clan-based genetic algorithm for heat pipe-constrained component layout optimization H Ye, H Liang, T Yu, J Wang, H Guo Expert Systems with Applications 213, 118881, 2023 | 6 | 2023 |
RoutePlacer: An End-to-End Routability-Aware Placer with Graph Neural Network Y Hou, H Ye, Y Zhang, S Xu, G Song 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2024 | 1 | 2024 |
ValueBench: Towards Comprehensively Evaluating Value Orientations and Understanding of Large Language Models Y Ren, H Ye, H Fang, X Zhang, G Song Annual Meeting of the Association for Computational Linguistics (ACL), 2024 | | 2024 |