All Publications


  • PREFER: A Pre-trained Model Recommendation Framework for Edge Computing Enabled Traffic Flow Prediction ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA Cai, Q., Cao, J., Chen, Y., Qian, S., Yuan, L., Wang, J. 2025; 19 (2)

    View details for DOI 10.1145/3707464

    View details for Web of Science ID 001433488800001

  • Traffic Signal Cycle Control With Centralized Critic and Decentralized Actors Under Varying Intervention Frequencies IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS Wang, M., Chen, Y., Kan, Y., Xu, C., Lepech, M., Pun, M., Xiong, X. 2024
  • Multi-agent reinforcement learning for vehicular task offloading with multi-step trajectory prediction CCF TRANSACTIONS ON PERVASIVE COMPUTING AND INTERACTION Zhang, X., Zhu, Y., Wang, C., Cao, J., Chen, Y., Wang, J. 2024
  • Scalable Reinforcement Learning Framework for Traffic Signal Control Under Communication Delays IEEE OPEN JOURNAL OF VEHICULAR TECHNOLOGY Pang, A., Wang, M., Chen, Y., Pun, M., Lepech, M. 2024; 5: 330-343
  • AMM: An Adaptive Online Map Matching Algorithm IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS Hu, H., Qian, S., Ouyang, J., Cao, J., Han, H., Wang, J., Chen, Y. 2023; 24 (5): 5039-5051
  • @ME: A Fine-grained Route Recommendation System to Grab Impatient Passengers Hu, H., Chen, Y., Ouyang, J., Qian, S., Cao, J., Han, H., Wang, J., Lepech, M., IEEE IEEE. 2022
  • Multi-Agent Context-Aware Dynamic-Scheduling for Large-scale Processing Networks Qu, S., Chen, Y., Jasperneite, J., Lepech, M. D., Wang, J., IEEE IEEE. 2020: 1209–12