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Xiao-Cheng Liao

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2025
[j6]
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Xiang-Ling Chen, Ya-Hui Jia, Xiao-Cheng Liao, Wei-Neng Chen:
A fuzzy grouping-based memetic algorithm for multi-depot multi-UAV power pole inspection. Appl. Soft Comput. 168: 112472 (2025)
[j5]
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Xiao-Cheng Liao, Xiao-Min Hu, Xiang-Ling Chen, Yi Mei, Ya-Hui Jia, Wei-Neng Chen:
Learning to Communicate Among Agents for Large-Scale Dynamic Path Planning With Genetic Programming Hyperheuristic. IEEE Trans. Artif. Intell. 6(5): 1269-1283 (2025)
[j4]
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Xiao-Cheng Liao, Wei-Neng Chen, Xiao-Qi Guo, Jinghui Zhong, Da-Jiang Wang:
DRIFT: A Dynamic Crowd Inflow Control System Using LSTM-Based Deep Reinforcement Learning. IEEE Trans. Syst. Man Cybern. Syst. 55(6): 4202-4215 (2025)
[i5]
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  - journals/corr/abs-2503-20205
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Xiao-Cheng Liao, Yi Mei, Mengjie Zhang, Xiang-Ling Chen:
Generalized Phase Pressure Control Enhanced Reinforcement Learning for Traffic Signal Control. CoRR abs/2503.20205 (2025)
[i4]
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  - journals/corr/abs-2508-16090
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Xiao-Cheng Liao, Yi Mei, Mengjie Zhang:
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy. CoRR abs/2508.16090 (2025)
[i3]
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  - journals/corr/abs-2511-05790
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Xiao-Cheng Liao, Yi Mei, Mengjie Zhang:
SymLight: Exploring Interpretable and Deployable Symbolic Policies for Traffic Signal Control. CoRR abs/2511.05790 (2025)
2024
[j3]
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  - journals/tcss/LiaoJHC24
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Xiao-Cheng Liao, Ya-Hui Jia, Xiao-Min Hu, Wei-Neng Chen:
Uncertain Commuters Assignment Through Genetic Programming Hyper-Heuristic. IEEE Trans. Comput. Soc. Syst. 11(2): 2606-2619 (2024)
[j2]
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  - journals/tetci/LiaoCJQ24
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Xiao-Cheng Liao, Wei-Neng Chen, Ya-Hui Jia, Wen-Jin Qiu:
Towards Scalable Dynamic Traffic Assignment With Streaming Agents: A Decentralized Control Approach Using Genetic Programming. IEEE Trans. Emerg. Top. Comput. Intell. 8(1): 942-955 (2024)
[c4]
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  - conf/gecco/ChenLWC24
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Xiang-Ling Chen, Xiao-Cheng Liao, Feng-Feng Wei, Wei-Neng Chen:
An Order-aware Adaptive Iterative Local Search Metaheuristic for Multi-depot UAV Pickup and Delivery Problem. GECCO 2024
[c3]
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  - conf/gecco/Liao0024
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Xiao-Cheng Liao, Yi Mei, Mengjie Zhang:
Learning Traffic Signal Control via Genetic Programming. GECCO 2024
[i2]
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  - journals/corr/abs-2403-17328
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Xiao-Cheng Liao, Yi Mei, Mengjie Zhang:
Learning Traffic Signal Control via Genetic Programming. CoRR abs/2403.17328 (2024)
[i1]
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  - journals/corr/abs-2407-00674
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Xiao-Cheng Liao, Wei-Neng Chen, Xiang-Ling Chen, Yi Mei:
Emergent Crowd Grouping via Heuristic Self-Organization. CoRR abs/2407.00674 (2024)
2023
[j1]
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  - journals/tits/LiaoCGZH23
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Xiao-Cheng Liao, Wei-Neng Chen, Xiao-Qi Guo, Jinghui Zhong, Xiao-Min Hu:
Crowd Management Through Optimal Layout of Fences: An Ant Colony Approach Based on Crowd Simulation. IEEE Trans. Intell. Transp. Syst. 24(9): 9137-9149 (2023)
[c2]
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  - conf/smc/ChenLC23
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Xiang-Ling Chen, Xiao-Cheng Liao, Wei-Neng Chen:
Heuristic Navigation Model Based on Genetic Programming for Multi-UAV Power Inspection Problem with Charging Stations. SMC 2023: 363-370
2022
[c1]
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  - conf/iconip/LiaoQWC22
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Xiao-Cheng Liao, Wen-Jin Qiu, Feng-Feng Wei, Wei-Neng Chen:
Combining Traffic Assignment and Traffic Signal Control for Online Traffic Flow Optimization. ICONIP (6) 2022: 150-163

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