Yirong Chen
Ph.D. Student in Civil and Environmental Engineering, admitted Autumn 2019
Ph.D. Minor, Computer Science
All Publications
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PREFER: A Pre-trained Model Recommendation Framework for Edge Computing Enabled Traffic Flow Prediction
ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
2025; 19 (2)
View details for DOI 10.1145/3707464
View details for Web of Science ID 001433488800001
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Traffic Signal Cycle Control With Centralized Critic and Decentralized Actors Under Varying Intervention Frequencies
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
2024
View details for DOI 10.1109/TITS.2024.3462153
View details for Web of Science ID 001324970200001
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Multi-agent reinforcement learning for vehicular task offloading with multi-step trajectory prediction
CCF TRANSACTIONS ON PERVASIVE COMPUTING AND INTERACTION
2024
View details for DOI 10.1007/s42486-023-00146-5
View details for Web of Science ID 001162908600001
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Scalable Reinforcement Learning Framework for Traffic Signal Control Under Communication Delays
IEEE OPEN JOURNAL OF VEHICULAR TECHNOLOGY
2024; 5: 330-343
View details for DOI 10.1109/OJVT.2024.3368693
View details for Web of Science ID 001184761700001
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AMM: An Adaptive Online Map Matching Algorithm
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
2023; 24 (5): 5039-5051
View details for DOI 10.1109/TITS.2023.3237519
View details for Web of Science ID 001054283300027
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@ME: A Fine-grained Route Recommendation System to Grab Impatient Passengers
IEEE. 2022
View details for DOI 10.1109/IJCNN55064.2022.9892084
View details for Web of Science ID 000867070901094
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Multi-Agent Context-Aware Dynamic-Scheduling for Large-scale Processing Networks
IEEE. 2020: 1209–12
View details for Web of Science ID 000627406500177