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Yining Ma
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Path Planning for Autonomous Underwater Vehicles: An Ant Colony Algorithm Incorporating Alarm Pheromone
Y Ma, Y Gong, C Xiao, Y Gao, J Zhang
IEEE Transactions on Vehicular Technology 68 (1), 141-154, 2019
1492019
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) 34, 11096-11107, 2021
882021
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
802021
Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee
X Fan, Y Ma, Z Dai, W Jing, C Tan, BKH Low
Advances in Neural Information Processing Systems (NeurIPS) 34, 1007-1021, 2021
502021
Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation
J Bi, Y Ma, J Wang, Z Cao, J Chen, Y Sun, YM Chee
Advances in Neural Information Processing Systems (NeurIPS) 35, 31226-31238, 2022
272022
Efficient Neural Neighborhood Search for Pickup and Delivery Problems
Y Ma, J Li, Z Cao, W Song, H Guo, Y Gong, YM Chee
International Joint Conference on Artificial Intelligence (IJCAI) 31, 4776-4784, 2022
212022
A Review on Learning to Solve Combinatorial Optimisation Problems in Manufacturing
C Zhang, Y Wu, Y Ma, W Song, L Zhang, Z Cao, J Zhang
IET Collaborative Intelligent Manufacturing 5 (1), e12072, 2023
142023
MTrajPlanner: A Multiple-Trajectory Planning Algorithm for Autonomous Underwater Vehicles
Y Gong, T Huang, Y Ma, S Jeon, J Zhang
IEEE Transactions on Intelligent Transportation Systems 24 (4), 3714-3727, 2023
52023
FedHQL: Federated Heterogeneous Q-Learning
FX Fan, Y Ma, Z Dai, C Tan, BKH Low, R Wattenhofer
International Conference on Autonomous Agents and Multiagent Systems (AAMAS …, 2023
32023
MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning
Z Ma, H Guo, J Chen, Z Li, G Peng, YJ Gong, Y Ma, Z Cao
Advances in Neural Information Processing Systems (NeurIPS) 36, 2023
22023
Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt
Y Ma, Z Cao, YM Chee
Advances in Neural Information Processing Systems (NeurIPS) 36, 2023
22023
Learning Feature Embedding Refiner for Solving Vehicle Routing Problems
J Li, Y Ma, Z Cao, Y Wu, W Song, J Zhang, YM Chee
IEEE Transactions on Neural Networks and Learning Systems, 2023
22023
Video Server Deployment Using a Genetic Algorithm with Deterministic Initialization Strategy
X Hu, Y Gong, X Zhang, Y Ma, J Zhang
International Symposium on Neural Networks (ISNN) 15, 459-467, 2018
22018
Large Language Model with Graph Convolution for Recommendation
Y Du, Z Wang, Z Sun, H Chua, H Liu, Z Wu, Y Ma, J Zhang, Y Sun
arXiv preprint arXiv:2402.08859, 2024
2024
SYMBOL: Generating Flexible Black-Box Optimizers through Symbolic Equation Learning
J Chen, Z Ma, H Guo, Y Ma, J Zhang, YJ Gong
International Conference on Learning Representations (ICLR), 2024
2024
Neural Multi-Objective Combinatorial Optimization with Diversity Enhancement
J Chen, Z Zhang, Z Cao, Y Wu, Y Ma, T Ye, J Wang
Advances in Neural Information Processing Systems (NeurIPS) 36, 2023
2023
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