| Learning to dispatch for job shop scheduling via deep reinforcement learning C Zhang, W Song, Z Cao, J Zhang, PS Tan, X Chi Advances in Neural Information Processing Systems (NeurIPS) 33, 1621-1632, 2020 | 296 | 2020 |
| Learning to solve multiple-TSP with time window and rejections via deep reinforcement learning R Zhang*, C Zhang*, Z Cao, W Song, PS Tan, J Zhang, B Wen, J Dauwels IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2022 | 25 | 2022 |
| A review on learning to solve combinatorial optimisation problems in manufacturing C Zhang, Y Wu, Y Ma, W Song, Z Le, Z Cao, J Zhang IET Collaborative Intelligent Manufacturing (IETCIM) 5 (1), e12072, 2023 | 20 | 2023 |
| Evolution strategies-based optimized graph reinforcement learning for solving dynamic job shop scheduling problem C Su, C Zhang, D Xia, B Han, C Wang, G Chen, L Xie Applied Soft Computing (ASC) 145, 110596, 2023 | 11 | 2023 |
| Sampling efficient deep reinforcement learning through preference-guided stochastic exploration W Huang, C Zhang, J Wu, X He, J Zhang, C Lv IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 | 7 | 2023 |
| Deep reinforcement learning guided improvement heuristic for job shop scheduling C Zhang, Z Cao, W Song, Y Wu, J Zhang The International Conference on Learning Representations (ICLR), 2024 | 3* | 2024 |
| Aligning Crowd Feedback via Distributional Preference Reward Modeling D Li*, C Zhang*, K Dong, DGX Deik, R Tang, Y Liu The International Conference on Machine Learning (ICML) - Workshop on Models …, 2024 | 2 | 2024 |
| Learning topological representations with bidirectional graph attention network for solving job shop scheduling problem C Zhang, Z Cao, Y Wu, W Song, J Sun The Conference on Uncertainty in Artificial Intelligence (UAI), 2024 | 1 | 2024 |
| CtrlA: Adaptive Retrieval-Augmented Generation via Probe-Guided Control H Liu, H Zhang, Z Guo, K Dong, X Li, YQ Lee, C Zhang, Y Liu arXiv preprint arXiv:2405.18727, 2024 | | 2024 |
| Meta-Task Planning for Language Agents C Zhang, DGX Deik, D Li, H Zhang, Y Liu arXiv preprint arXiv:2405.16510, 2024 | | 2024 |
| Multi-view content-aware indexing for long document retrieval K Dong, DGX Deik, Q Lee, H Zhang, X Li, C Zhang, Y Liu arXiv preprint arXiv:2404.15103, 2024 | | 2024 |
| Decision-making with speculative opponent models J Sun, S Chen, C Zhang, Y Ma, J Zhang The IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024 | | 2024 |
| Fast pareto set approximation for multi-objective flexible job shop scheduling via parallel preference-conditioned graph reinforcement learning C Su*, C Zhang*, C Wang, W Cen, G Chen, L Xie Swarm and Evolutionary Computation (SWEVO), 2024 | | 2024 |
| Intelligent job shop scheduling via deep reinforcement learning over graphs C Zhang Nanyang Technological University, 2023 | | 2023 |
Jie ZhangProfessor of Computer Science, Nanyang Technological University在 ntu.edu.sg 的电子邮件经过验证
