Learning to dispatch for job shop scheduling via deep reinforcement learning C Zhang, W Song, Z Cao, J Zhang, PS Tan, C Xu Advances in Neural Information Processing Systems, 2020 | 295 | 2020 |
Learning Improvement Heuristics for Solving Routing Problems Y Wu, W Song, Z Cao, J Zhang, A Lim IEEE Transactions on Neural Networks and Learning Systems, 2019 | 289 | 2019 |
Multi-decoder attention model with embedding glimpse for solving vehicle routing problems L Xin, W Song, Z Cao, J Zhang Proceedings of the AAAI Conference on Artificial Intelligence 35 (13), 12042 …, 2021 | 145 | 2021 |
Dual-aspect self-attention based on transformer for remaining useful life prediction Z Zhang, W Song, Q Li IEEE Transactions on Instrumentation and Measurement 71, 1-11, 2022 | 133 | 2022 |
Neurolkh: Combining deep learning model with lin-kernighan-helsgaun heuristic for solving the traveling salesman problem L Xin, W Song, Z Cao, J Zhang Advances in Neural Information Processing Systems 34, 7472-7483, 2021 | 119 | 2021 |
Learning to iteratively solve routing problems with dual-aspect collaborative transformer Y Ma, J Li, Z Cao, W Song, L Zhang, Z Chen, J Tang Advances in Neural Information Processing Systems 34, 11096-11107, 2021 | 111 | 2021 |
Deep reinforcement learning for solving the heterogeneous capacitated vehicle routing problem J Li, Y Ma, R Gao, Z Cao, A Lim, W Song, J Zhang IEEE Transactions on Cybernetics 52 (12), 13572-13585, 2021 | 106 | 2021 |
Heterogeneous attentions for solving pickup and delivery problem via deep reinforcement learning J Li, L Xin, Z Cao, A Lim, W Song, J Zhang IEEE Transactions on Intelligent Transportation Systems 23 (3), 2306-2315, 2021 | 93 | 2021 |
Detecting the shuttlecock for a badminton robot: A YOLO based approach Z Cao, T Liao, W Song, Z Chen, C Li Expert Systems with Applications 164, 113833, 2021 | 86 | 2021 |
Robust distributed optimization for energy dispatch of multi-stakeholder multiple microgrids under uncertainty L Wang, B Zhang, Q Li, W Song, G Li Applied Energy 255, 113845, 2019 | 84 | 2019 |
Flexible job-shop scheduling via graph neural network and deep reinforcement learning W Song, X Chen, Q Li, Z Cao IEEE Transactions on Industrial Informatics 19 (2), 1600-1610, 2022 | 83 | 2022 |
Step-wise deep learning models for solving routing problems L Xin, W Song, Z Cao, J Zhang IEEE Transactions on Industrial Informatics 17 (7), 4861-4871, 2020 | 80 | 2020 |
Using reinforcement learning to minimize the probability of delay occurrence in transportation Z Cao, H Guo, W Song, K Gao, Z Chen, L Zhang, X Zhang IEEE transactions on vehicular technology 69 (3), 2424-2436, 2020 | 60 | 2020 |
Stochastic cooperative bidding strategy for multiple microgrids with peer-to-peer energy trading L Wang, Y Zhang, W Song, Q Li IEEE Transactions on Industrial Informatics 18 (3), 1447-1457, 2021 | 55 | 2021 |
Cost-sensitive deep forest for price prediction C Ma, Z Liu, Z Cao, W Song, J Zhang, W Zeng Pattern Recognition 107, 107499, 2020 | 52 | 2020 |
An agent-based simulation system for multi-project scheduling under uncertainty W Song, H Xi, D Kang, J Zhang Simulation Modelling Practice and Theory 86, 187-203, 2018 | 48 | 2018 |
A cooperative Stackelberg game based energy management considering price discrimination and risk assessment G Li, Q Li, Y Liu, H Liu, W Song, R Ding International Journal of Electrical Power & Energy Systems 135, 107461, 2022 | 46 | 2022 |
A neural model for method name generation from functional description S Gao, C Chen, Z Xing, Y Ma, W Song, SW Lin 2019 IEEE 26th International Conference on Software Analysis, Evolution and …, 2019 | 45 | 2019 |
Learning large neighborhood search policy for integer programming Y Wu, W Song, Z Cao, J Zhang Advances in Neural Information Processing Systems 34, 30075-30087, 2021 | 38 | 2021 |
Learning variable ordering heuristics for solving constraint satisfaction problems W Song, Z Cao, J Zhang, C Xu, A Lim Engineering Applications of Artificial Intelligence 109, 104603, 2022 | 37 | 2022 |