Publications

Journal Papers

*corresponding author, ^equal contribution

• Y. Xing, and K. H. Johansson. Concentration in gossip opinion dynamics over random graphs, SIAM Journal on Control and Optimization, vol. 62, no. 3, pp. 1521-1545, 2024. [pdf]
• Y. Xing, and K. H. Johansson. Transient behavior of gossip opinion dynamics with community structure, Automatica, vol. 164, p. 111627, 2024. [pdf]
• Y. Xing, X. He, H. Fang, and K. H. Johansson. Community structure recovery and interaction probability estimation for gossip opinion dynamics, Automatica, vol. 154, p. 111105, 2023. [pdf]
• Y. Xing, X. He*, H. Fang, and K. H. Johansson. Recursive network estimation for a model with binary-valued states, IEEE Transactions on Automatic Control, vol. 68, no. 7, pp. 3872-3887, 2023. [pdf]
• Y. Xing^, B. Gravell^, X. He, K. H. Johansson, and T. H. Summers. Identification of linear systems with multiplicative noise from multiple trajectory data, Automatica, vol. 144, p. 110486, 2022. [pdf]
• X. He, Y. Xing*, J. Wu, and K. H. Johansson. Event-triggered distributed estimation with decaying communication rate, SIAM Journal on Control and Optimization, vol. 60, no. 2, pp. 992-1017, 2022. [pdf]
• Y. Xing, Y. Hong, and H. Fang. A novel opinion model for complex macro-behaviors of mass opinion, Science China Information Sciences, vol. 64, pp. 1-3, 2021. [pdf]
• C. Li, Y. Xing, F. He*, and D. Cheng. A strategic learning algorithm for state-based games, Automatica, vol. 113, p. 108615, 2020. [pdf]
• Z. Chen, Y. Xing, and H. Qin. Multiagent opinion dynamics influenced by individual susceptibility and anchoring effect, Kybernetika, vol. 55, no. 4, pp. 714-726, 2019. [pdf]

Conference Papers

• X. Sun, N. Chen, M. Wohlrapp, A. Gossmann, Y. Xing, E. Dorigatti, C. Feistner, F. Drost, D. Scarcella, L. Helen Beer, and C. Marr. Multi-objective hierarchical feedback optimization of penalty multiplier for domain invariant auto-encoding, 28th International Conference on Artificial Intelligence and Statistics (AISTATS), 2025.
• Y. Xing, A. Bizyaeva, and K. H. Johansson. Learning communities from equilibria of nonlinear opinion dynamics, IEEE Conference on Decision and Control (CDC), pp. 2325-2330, 2024.
• L. Wang, Y. Xing, and K. H. Johansson. On final opinions of the Friedkin-Johnsen model over random graphs with partially stubborn community, IEEE Conference on Decision and Control (CDC), pp. 4562-4567, 2024.
• L. Wang, Y. Xing, C. Altafini, and K. H. Johansson. Maximizing social power in multiple independent Friedkin-Johnsen models, European Control Conference (ECC), pp. 3422-3427, 2024.
• A. P. Riveiros, Y. Xing, N. Bastianello, and K. H. Johansson. Real-time anomaly detection and categorization for satellite reaction wheels, European Control Conference (ECC), pp. 253-260, 2024.
• Y. Xing and K. H. Johansson. Almost exact recovery in gossip opinion dynamics over stochastic block models, IEEE Conference on Decision and Control (CDC), pp. 2421-2426, 2023. [pdf]
•   Y. Xing, X. Sun, and K. H. Johansson. Joint learning of network topology and opinion dynamics based on bandit algorithms, 22nd IFAC World Congress, IFAC-PapersOnLine, vol. 56, no. 2, pp. 664-669, 2023. [pdf]
•   Y. Xing and K. H. Johansson. A concentration phenomenon in a gossip interaction model with two communities, European Control Conference (ECC), pp. 1126-1131, 2022. [pdf]
•   R. Jin, Y. Xing, and X. He. On the convergence of mSGD and AdaGrad for stochastic optimization, International Conference on Learning Representations (ICLR), 2022. [pdf]
•   Y. Xing, X. He, H. Fang, and K. H. Johansson. Community detection for gossip dynamics with stubborn agents, IEEE Conference on Decision and Control (CDC), pp. 4915-4920, 2020. [pdf]
•   Y. Xing, B. Gravell, X. He, K. H. Johansson, and T. Summers. Linear system identification under multiplicative noise from multiple trajectory data, American Control Conference (ACC), pp. 5157-5261, 2020. [pdf]
•   Y. Xing, X. He, H. Fang, and K. H. Johansson. Network weight estimation for binary-valued observation models, IEEE Conference on Decision and Control (CDC), pp. 2278-2283, 2019. [pdf]
•   Y. Dong, Y. Xing, and W. Zhao. The identification of social networks by the least-square algorithm, Chinese Control Conference (CCC), pp. 1931-1936, 2018. [pdf]
•   Y. Xing and H. Fang. A smooth bounded confidence model maintaining clustering phenomenon, Chinese Control Conference (CCC), pp. 9731-9736, 2018. [pdf]
•   Y. Xing and H. Fang. A random opinion formation model over signed networks, Asian Control Conference (ASCC), pp. 687-692, 2017. [pdf]