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Zhiguang Cao
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Year
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
4062019
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
3392018
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
2782020
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
2722021
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
2092017
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
1382018
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
1312021
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
1052021
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
1022021
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
1002016
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
952021
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
852021
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
792020
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
742020
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
712020
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
692022
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
672016
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
572017
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
562020
Cost-Sensitive Deep Forest for Price Prediction
C Ma, Z Liu, Z Cao, W Song, J Zhang, W Zeng
Pattern Recognition 107, 2020
512020
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