| A Review on Swarm Intelligence and Evolutionary Algorithms for Solving Flexible Job Shop Scheduling Problems K Gao, Z Cao, L Zhang, Z Chen, Y Han, Q Pan IEEE/CAA Journal of Automatica Sinica 6 (4), 904-916, 2019 | 336 | 2019 |
| WiFi CSI Based Passive Human Activity Recognition Using Attention Based BLSTM Z Chen, L Zhang, C Jiang, Z Cao, W Cui IEEE Transactions on Mobile Computing 18 (11), 2714 - 2724, 2018 | 284 | 2018 |
| A Unified Framework for Vehicle Rerouting and Traffic Light Control to Reduce Traffic Congestion Z Cao, S Jiang, J Zhang, H Guo IEEE Transactions on Intelligent Transportation Systems 18 (7), 1958 - 1973, 2017 | 197 | 2017 |
| 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 33 (9), 5057 - 5069, 2021 | 183* | 2021 |
| 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 (NeurIPS), 1621-1632, 2020 | 174 | 2020 |
| Distilling the Knowledge from Handcrafted Features for Human Activity Recognition. Z Chen, L Zhang, Z Cao, J Guo IEEE Transactions on Industrial Informatics 14 (10), 4334 - 4342, 2018 | 122 | 2018 |
| Finding the Shortest Path in Stochastic Vehicle Routing: A Cardinality Minimization Approach Z Cao, H Guo, J Zhang, D Niyato, U Fastenrath IEEE Transactions on Intelligent Transportation Systems, 17 (6), 1688-1702, 2016 | 98 | 2016 |
| Multi-Decoder Attention Model with Embedding Glimpse for Solving Vehicle Routing Problems L Xin, W Song, Z Cao, J Zhang 35th AAAI Conference on Artificial Intelligence (AAAI), 12042-12049, 2021 | 78 | 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, 2020 | 69 | 2020 |
| Improving the Efficiency of Stochastic Vehicle Routing: A Partial Lagrange Multiplier Method Z Cao, H Guo, J Zhang, D Niyato, U Fastenrath IEEE Transactions on Vehicular Technology, 65 (6), 3993-4005, 2016 | 64 | 2016 |
| 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 (NeurIPS), 7472-7483, 2021 | 62 | 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 | 60 | 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 (NeurIPS), 11096-11107, 2021 | 58 | 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, 2021 | 58 | 2021 |
| 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 | 58 | 2020 |
| Maximizing the Probability of Arriving on Time: A Practical Q-Learning Method Z Cao, H Guo, J Zhang, F Oliehoek, U Fastenrath 31th AAAI Conference on Artificial Intelligence (AAAI), 4481-4487, 2017 | 56 | 2017 |
| WiFi-Based Indoor Robot Positioning Using Deep Fuzzy Forests L Zhang, Z Chen, W Cui, B Li, C Chen, Z Cao, K Gao IEEE Internet of Things Journal 7 (11), 10773 - 10781, 2020 | 54 | 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 | 51 | 2020 |
| Multiagent-Based Route Guidance for Increasing the Chance of Arrival on Time. Z Cao, H Guo, J Zhang, U Fastenrath 30th AAAI Conference on Artificial Intelligence (AAAI), 3814-3820, 2016 | 45 | 2016 |
| Cost-Sensitive Deep Forest for Price Prediction C Ma, Z Liu, Z Cao, W Song, J Zhang, W Zeng Pattern Recognition 107, 2020 | 43 | 2020 |
Jie ZhangProfessor of Computer Science and Engineering, Nanyang Technological UniversityVerified email at ntu.edu.sg
