Xiao-Cheng Liao

15 papers A 2B 1Journal 11Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A fuzzy grouping-based memetic algorithm for multi-depot multi-UAV power pole inspection. Appl. Soft Comput. Xiang-Ling Chen, Ya-Hui Jia, Xiao-Cheng Liao, Wei-Neng Chen
2025	J	`jnl`	DRIFT: A Dynamic Crowd Inflow Control System Using LSTM-Based Deep Reinforcement Learning. IEEE Trans. Syst. Man Cybern. Syst. Xiao-Cheng Liao, Wei-Neng Chen, Xiao-Qi Guo, Jinghui Zhong, Da-Jiang Wang
2025	J	`jnl`	GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy. CoRR Xiao-Cheng Liao, Yi Mei, Mengjie Zhang
2025	J	`jnl`	Generalized Phase Pressure Control Enhanced Reinforcement Learning for Traffic Signal Control. CoRR Xiao-Cheng Liao, Yi Mei, Mengjie Zhang, Xiang-Ling Chen
2025	J	`jnl`	Learning to Communicate Among Agents for Large-Scale Dynamic Path Planning With Genetic Programming Hyperheuristic. IEEE Trans. Artif. Intell. Xiao-Cheng Liao, Xiao-Min Hu, Xiang-Ling Chen, Yi Mei, Ya-Hui Jia, Wei-Neng Chen
2025	J	`jnl`	SymLight: Exploring Interpretable and Deployable Symbolic Policies for Traffic Signal Control. CoRR Xiao-Cheng Liao, Yi Mei, Mengjie Zhang
2024	A	`conf`	An Order-aware Adaptive Iterative Local Search Metaheuristic for Multi-depot UAV Pickup and Delivery Problem. GECCO Xiang-Ling Chen, Xiao-Cheng Liao, Feng-Feng Wei, Wei-Neng Chen
2024	J	`jnl`	Emergent Crowd Grouping via Heuristic Self-Organization. CoRR Xiao-Cheng Liao, Wei-Neng Chen, Xiang-Ling Chen, Yi Mei
2024	A	`conf`	Learning Traffic Signal Control via Genetic Programming. GECCO Xiao-Cheng Liao, Yi Mei, Mengjie Zhang
2024	J	`jnl`	Learning Traffic Signal Control via Genetic Programming. CoRR Xiao-Cheng Liao, Yi Mei, Mengjie Zhang
2024	J	`jnl`	Towards Scalable Dynamic Traffic Assignment With Streaming Agents: A Decentralized Control Approach Using Genetic Programming. IEEE Trans. Emerg. Top. Comput. Intell. Xiao-Cheng Liao, Wei-Neng Chen, Ya-Hui Jia, Wen-Jin Qiu
2024	J	`jnl`	Uncertain Commuters Assignment Through Genetic Programming Hyper-Heuristic. IEEE Trans. Comput. Soc. Syst. Xiao-Cheng Liao, Ya-Hui Jia, Xiao-Min Hu, Wei-Neng Chen
2023	J	`jnl`	Crowd Management Through Optimal Layout of Fences: An Ant Colony Approach Based on Crowd Simulation. IEEE Trans. Intell. Transp. Syst. Xiao-Cheng Liao, Wei-Neng Chen, Xiao-Qi Guo, Jinghui Zhong, Xiao-Min Hu
2023	B	`conf`	Heuristic Navigation Model Based on Genetic Programming for Multi-UAV Power Inspection Problem with Charging Stations. SMC Xiang-Ling Chen, Xiao-Cheng Liao, Wei-Neng Chen
2022	—	`conf`	Combining Traffic Assignment and Traffic Signal Control for Online Traffic Flow Optimization. ICONIP (6) Xiao-Cheng Liao, Wen-Jin Qiu, Feng-Feng Wei, Wei-Neng Chen