| DeepACO: neural-enhanced ant systems for combinatorial optimization H Ye, J Wang, Z Cao, H Liang, Y Li NeurIPS 2023, 2023 | 48 | 2023 |
| ReEvo: Large language models as hyper-heuristics with reflective evolution H Ye, J Wang, Z Cao, F Berto, C Hua, H Kim, J Park, G Song NeurIPS 2024, 2024 | 41* | 2024 |
| 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 | 28* | 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 AAAI 2024, 2024 | 26 | 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 | 11 | 2023 |
| ValueBench: Towards Comprehensively Evaluating Value Orientations and Understanding of Large Language Models Y Ren, H Ye, H Fang, X Zhang, G Song ACL 2024 main, 2024 | 8 | 2024 |
| RoutePlacer: An End-to-End Routability-Aware Placer with Graph Neural Network Y Hou, H Ye, Y Zhang, S Xu, G Song KDD 2024, 2024 | 2 | 2024 |
| Measuring Human and AI Values based on Generative Psychometrics with Large Language Models H Ye, Y Xie, Y Ren, H Fang, X Zhang, G Song AAAI 2025, 2025 | 1 | 2025 |
| Generative Psycho-Lexical Approach for Constructing Value Systems in Large Language Models H Ye, T Zhang, Y Xie, L Zhang, Y Ren, X Zhang, G Song arXiv preprint arXiv:2502.02444, 2025 | | 2025 |
| TransPlace: Transferable Circuit Global Placement via Graph Neural Network Y Hou, H Ye, Y Zhang, S Xu, G Song KDD 2025, 2025 | | 2025 |
Guojie SongProfessor (Research), Tenured of Peking UniversityAdresse e-mail validée de pku.edu.cn