Xiao-Cheng Liao

According to our database, Xiao-Cheng Liao authored at least 12 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

DRIFT: A Dynamic Crowd Inflow Control System Using LSTM-Based Deep Reinforcement Learning.

Xiao-Cheng Liao, Wei-Neng Chen, Xiao-Qi Guo, Jinghui Zhong, Da-Jiang Wang

IEEE Trans. Syst. Man Cybern. Syst., June, 2025

Learning to Communicate Among Agents for Large-Scale Dynamic Path Planning With Genetic Programming Hyperheuristic.

Xiao-Cheng Liao, Xiao-Min Hu, Xiang-Ling Chen, Yi Mei, Ya-Hui Jia, Wei-Neng Chen

IEEE Trans. Artif. Intell., May, 2025

Generalized Phase Pressure Control Enhanced Reinforcement Learning for Traffic Signal Control.

Xiao-Cheng Liao, Yi Mei, Mengjie Zhang, Xiang-Ling Chen

CoRR, March, 2025

A fuzzy grouping-based memetic algorithm for multi-depot multi-UAV power pole inspection.

Xiang-Ling Chen, Ya-Hui Jia, Xiao-Cheng Liao, Wei-Neng Chen

Appl. Soft Comput., 2025

2024

Uncertain Commuters Assignment Through Genetic Programming Hyper-Heuristic.

Xiao-Cheng Liao, Ya-Hui Jia, Xiao-Min Hu, Wei-Neng Chen

IEEE Trans. Comput. Soc. Syst., April, 2024

Towards Scalable Dynamic Traffic Assignment With Streaming Agents: A Decentralized Control Approach Using Genetic Programming.

Xiao-Cheng Liao, Wei-Neng Chen, Ya-Hui Jia, Wen-Jin Qiu

IEEE Trans. Emerg. Top. Comput. Intell., February, 2024

Emergent Crowd Grouping via Heuristic Self-Organization.

Xiao-Cheng Liao, Wei-Neng Chen, Xiang-Ling Chen, Yi Mei

CoRR, 2024

Learning Traffic Signal Control via Genetic Programming.

Xiao-Cheng Liao, Yi Mei, Mengjie Zhang

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

An Order-aware Adaptive Iterative Local Search Metaheuristic for Multi-depot UAV Pickup and Delivery Problem.

Xiang-Ling Chen, Xiao-Cheng Liao, Feng-Feng Wei, Wei-Neng Chen

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

2023

Crowd Management Through Optimal Layout of Fences: An Ant Colony Approach Based on Crowd Simulation.

Xiao-Cheng Liao, Wei-Neng Chen, Xiao-Qi Guo, Jinghui Zhong, Xiao-Min Hu

IEEE Trans. Intell. Transp. Syst., September, 2023

Heuristic Navigation Model Based on Genetic Programming for Multi-UAV Power Inspection Problem with Charging Stations.

Xiang-Ling Chen, Xiao-Cheng Liao, Wei-Neng Chen

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

2022

Combining Traffic Assignment and Traffic Signal Control for Online Traffic Flow Optimization.

Xiao-Cheng Liao, Wen-Jin Qiu, Feng-Feng Wei, Wei-Neng Chen

Proceedings of the Neural Information Processing - 29th International Conference, 2022