Paper Publications
- Q. He, H. Fang, J. Zhang, X. Wang. Dynamic Opinion Maximization in Social Networks, IEEE Transactions on Knowledge and Data Engineering, 2023. (SCI, CCF A) 高被引论文.
- Q. He, Z. Feng, H. Fang; X. Wang, L. Zhao, Y. Yao, K. Yu. A Blockchain-based Scheme for Secure DataOffloading in Healthcare with Deep Reinforcement Learning, IEEE/ACM Transactions on Networking, 2024. (SCI, CCF A) 高被引/热点论文.
- Y. Xia, Q. He*, H. Fang, X. Wang, Y. Bi, A. Hawbani, K. Yu. MPROF: Multi-dimensional Preference-driven Resource Optimization Framework for Cloud-Edge-End Collaboration, IEEE/ACM Transactions on Networking, 2026. (SCI, CCF A) 学生一作，通信作者.
- Q. He, X. Yan,et al. Tracing Epidemic Source of Dynamic Network Based on Graph Neural Network, IEEE/ACM Transactions on Networking, 2025. (SCI, CCF A).
- Q. He, Z. Tang, R. Jiang, Z. Zhang, H. Fang, X. Wang. Uncertainty Rumor Blocking in Social Networks: A Graph Inverse Reinforcement Learning Approach, IEEE/ACM Transactions on Networking, 2026. (SCI, CCF A).
- X. Yan, H. Fang, Q. He*, Diffusion Model for Graph Inverse Problems: Towards Effective Source Localization on Complex Networks, NeurIPS, 2024. (CCF A, Regular Paper) 学生一作，通信作者.
- Q. He, Y.Wang, X. Wang, et al. Routing Optimization with Deep Reinforcement Learning in Knowledge Defined Networking, IEEE Transactions on Mobile Computing, 2023 (SCI, CCF A) 高被引论文.
- Q. He, Z. Feng, et al. Low-cost Data Offloading Strategy with Deep Reinforcement Learning For Smart Healthcare System, IEEE Transactions on Services Computing, 2024. (SCI, CCF A) 高被引论文.
- C. Zhang, Q. He*. Robust SFC Placement In Next Generation Multi-domain IoT Networks Under Resource Demand Uncertainty, IEEE Transactions on Services Computing, 2026. (SCI, CCF A).
- C. Zhang, Q. He*. Intelligent Task Offloading and Resource Allocation in Knowledge Defined Edge Computing Networks, IEEE Transactions on Mobile Computing, 2024. (SCI, CCF A) 通信作者.