Publications

Conferences

  1. Y. Zhang, M. Zhao, Q. Liu, A. Alkhateeb, AK. Agrawal, Q. Qu, “RadTwin: Generalizable Wireless Digital Twin for Dynamic Environments”, IEEE International Conference on Computer Communications and Networks (ICCCN), Honolulu, Hawaii, Jul. 2026, Best Paper Award

  2. Y. Zhang, M. Zhao, Q. Liu, N. Choi, “oneTwin: Online Digital Network Twin via Neural Radio Radiance Field”, IEEE International Conference on Computer Communications (INFOCOM), Tokyo, Japan, May 2026

  3. M. Zhao, Y. Zhang, Q. Liu, A. Kak, N. Choi, “inRAN: Interpretable Online Bayesian Learning for Network Automation in Open Radio Access Networks”, IEEE International Conference on Computer Communications (INFOCOM), Tokyo, Japan, May 2026

  4. X. Li, Y. Zhang, Q. Liu, “Automatic Network Planning with Digital Radio Twin”, IEEE International Conference on Communications (ICC), Glasgow, Scotland, UK, May 2026

  5. M. Zhao, Y. Zhang, Q. Liu, A. Kak, N. Choi, “InSlicing: Interpretable Learning-Assisted Network Slice Configuration in Open Radio Access Networks”, IEEE International Conference on Computer Communications (INFOCOM) Workshop, London, UK, May 2025, arxiv

  6. M. Zhao, Y. Zhang, Q. Liu, A. Kak, N. Choi, “AdaSlicing: Adaptive Online Network Slicing under Continual Network Dynamics in Open Radio Access Networks”, IEEE International Conference on Computer Communications (INFOCOM), London, UK, May 2025

  7. M. Zhao, Y. Zhang, Q. Liu, “LeFi: Learn to Incentivize Federated Learning in Automotive Edge Computing”, IEEE Global Communications Conference (GLOBECOM), Cape Town, South Africa, Dec. 2024, arxiv

  8. Y. Zhang, M. Zhao, Q. Liu, N. Choi, “Learn to Augment Network Simulators Towards Digital Network Twins”, IEEE International Conference on Computer Communications (INFOCOM) NG-OPERA Workshop, Vancouver, Canada, May 2024, arxiv

  9. Y. Zhang, Y. Xue, Q. Liu, N. Choi, T. Han, “RoNet: Toward Robust Neural Assisted Mobile Network Configuration”, IEEE International Conference on Communications (ICC), Rome, Italy, May 2023

  10. Y. Xue, Y. Zhang, Q. Liu, D. Chen, K. Han, “CoMap: Proactive Provision for Crowdsourcing Map in Automotive Edge Computing”, IEEE International Conference on Communications (ICC), Rome, Italy, May 2023

  11. Q. Liu, Y. Xue, Y. Zhang, D. Chen, K. Han, “AdaMap: High-Scalable Real-Time Cooperative Perception at the Edge”, ACM/IEEE Symposium on Edge Computing (SEC), Wilmington, DE, Dec. 2023

  12. Q. Liu, Y. Zhang, H. Wang, “EdgeMap: CrowdSourcing High Definition Map in Automotive Edge Computing”, IEEE International Conference on Communications (ICC), Seoul, South Korea, May 2022

Journal Paper

  1. Y. Zhang, Q. Liu, H. Wang, D. Chen, and K. Han, “CrowdSourcing Live High Definition Map via Collaborative Computation in Automotive Edge Computing”, IEEE Transactions on Vehicle Technology (TVT), 2024
  2. Y. Zhang, C. Chen, L. Liu, D. Lan, H. Jiang and S. Wan, “Aerial Edge Computing on Orbit: A Task Offloading and Allocation Scheme”, IEEE Transactions on Network Science and Engineering (TNSE), Sep. 2022
  3. C. Chen, Y. Zhang, Z. Wang, S. Wan and Q. Pei, “Distributed computation offloading method based on deep reinforcement learning in ICV”, Elsevier Applied Soft Computing (ASC), vol. 103, pp. 107108, May 2021
  4. C. Chen, Y. Zhang, M. R. Khosravi, Q. Pei and S. Wan, “An Intelligent Platooning Algorithm for Sustainable Transportation Systems in Smart Cities”, IEEE Sensors Journal , vol. 21, no. 14, pp. 15437-15447, Aug. 2020

Posters

  1. Y. Zhang, Y. Xue, Q. Liu, N. Choi, “Poster: Digital Network Twin via Learning-Based Simulator”, IEEE International Conference on Computer Communications (INFOCOM), 2023