Education
- 09.2015-07.2019: Tianjin University, Tianjin, China. BSc.
- 09.2019-01.2022: Delft University of Technology, Delft, The Netherlands. MSc.
- 11.2022-present: PhD Candidate in Network Architectures and Services(NAS), Delft University of Technology, Delft, The Netherlands.
Publications
- Liu, Xinhan, MA Achterberg, and Robert Kooij. "Mean-field dynamics of the non-consensus opinion model." Applied Network Science 9.1 (2024): 47.
- Van Mieghem, Piet, and Xinhan Liu. "Degree-based approximations for network reliability polynomials." Journal of Complex Networks 13.2 (2025): cnaf001.
- Liu, Xinhan, Robert Kooij, and Piet Van Mieghem. "Node-Reliability: Monte Carlo, Laplace, and Stochastic Approximations and a Greedy Link-Augmentation Strategy." IEEE Transactions on Network and Service Management (2025).
- Liu, Xinhan, Massimo A. Achterberg, and Robert E. Kooij. "Non-consensus opinion models with malicious nodes." Available at SSRN 4421897 (2023).
- Liu, Xinhan, Massimo A. Achterberg, and Robert E. Kooij. "Non-Consensus Opinion Model with Byzantine Nodes." 2022 12th International Workshop on Resilient Networks Design and Modeling (RNDM) . IEEE, 2022.
Presentations
- "Probabilistic Model for Shortest Path Distances and Shortest Path Field in Random Spatial Networks", selected contributed talk at Netsci 2025, Maastricht, The Netherlands, June 2025.
- "Stochastic Approximation of Network Reliability", selected contributed talk at Complex Networks 2024, Istanbul, Turkey, December 2024.
- "A Unified Mean-Field Description for Discrete Opinion Dynamics Models", selected contributed talk at Complex Networks 2024, Istanbul, Turkey, December 2024.
- "Mean-Field dynamics of NCO model", selected lightning talk at Complex Networks 2023, Menton, Riviera, France, December 2023.