| 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 | 66* | 2019 |
| 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 | 55 | 2020 |
| 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 | 38 | 2019 |
| 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 | 31 | 2020 |
| 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 | 26 | 2019 |
| 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 | 26 | 2018 |
| 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 | 24 | 2021 |
| Multi-decoder attention model with embedding glimpse for solving vehicle routing problems L Xin, W Song, Z Cao, J Zhang Proceedings of 35th AAAI Conference on Artificial Intelligence, 12042-12049, 2021 | 23 | 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 | 21 | 2020 |
| 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 | 21 | 2020 |
| A multi-unit combinatorial auction based approach for decentralized multi-project scheduling W Song, D Kang, J Zhang, H Xi Autonomous Agents and Multi-Agent Systems 31 (6), 1548-1577, 2017 | 17 | 2017 |
| 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, 2021 | 16 | 2021 |
| Decentralized multi-project scheduling via multi-unit combinatorial auction W Song, D Kang, J Zhang, H Xi Proceedings of the 2016 International Conference on Autonomous Agents …, 2016 | 14 | 2016 |
| A sampling approach for proactive project scheduling under generalized time-dependent workability uncertainty W Song, D Kang, J Zhang, Z Cao, H Xi Journal of Artificial Intelligence Research 64, 385-427, 2019 | 11 | 2019 |
| 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, 2021 | 10 | 2021 |
| 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, 2021 | 9 | 2021 |
| MIMOA: a membrane-inspired multi-objective algorithm for green vehicle routing problem with stochastic demands Y Niu, Y Zhang, Z Cao, K Gao, J Xiao, W Song, F Zhang Swarm and Evolutionary Computation 60, 100767, 2021 | 9 | 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, 2021 | 8 | 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 | 4 | 2022 |
| Incentivizing distributed energy trading among prosumers: A general Nash bargaining approach G Li, Q Li, W Song, L Wang International Journal of Electrical Power & Energy Systems 131, 107100, 2021 | 4 | 2021 |
Zhiguang CaoSingapore Institute of Manufacturing Technology (SIMTech), A*STAR, SingaporeVerified email at simtech.a-star.edu.sg
