Journal Papers
- Qing Huang, Yuan Fan, and Songsong Cheng, “Dual averaging for distributed unbalanced optimization with delayed information,” IEEE IEEE Transactions on Signal and Information Processing over Networks, 2025. (Early Access)
- Qing Huang, Yuan Fan, and Songsong Cheng, “Distributed unbalanced optimization design over nonidentical constraints,” IEEE Transactions on Network Science and Engineering, 11(4): 3455-3466, 2024. (Online)
- Songsong Cheng, Shu Liang, Yuan Fan, and Yiguang Hong, “Distributed gradient tracking for unbalanced optimization with different constraint sets,” IEEE Transactions on Automatic Control, 68(6): 3633-3640, 2023. (Online)
- Songsong Cheng, Jinlong Lei, Xianlin Zeng, Yuan Fan, and Yiguang Hong, “Effective distributed algorithm for solving linear matrix equations,” Science China-Information Sciences, 66(7): 189202, 2023. (Online)
- Qing Huang, Yuan Fan, and Songsong Cheng, “Distributed constrained optimization over unbalanced graphs and delayed gradient,” Journal of the Franklin Institute, 362(2):107466, 2025. (Online)
- Songsong Cheng, Xin Yu, Xianlin Zeng, Shu Liang, and Yiguang Hong, “Distributed optimization and scaling design for solving Sylvester equations,” Journal of Systems Science & Complexity, 2024. (Online)
- 李丽珍, 程松松, 樊渊, 基于时变函数的非完整轮式移动机器人的镇定与跟踪控制, 控制与决策, 39(9): 2932-2940, 2024. (Online)
- Wenqiang Yu, Songsong Cheng, and Shuping He, “Distributed solving linear algebraic equations with switched fractional order dynamics,” Journal of Systems Science & Complexity, 36(2): 613-631, 2023. (Online)
- Songsong Cheng, Haoyun Li, Yuchao Guo, Tianhong Pan, and Yuan Fan, “Event-triggered optimal nonlinear systems control based on state observer and neural network,” Journal of Systems Science & Complexity, 36(1): 222-238, 2023. (Online)
- Xin Yu, Yuan Fan, and Songsong Cheng, “Event-triggered primal–dual design with linear convergence for distributed nonstrongly convex optimization,” Journal of the Franklin Institute, 360(18): 14940-14953, 2023. (Online)
- Songsong Cheng, Shu Liang, and Yuan Fan, “Distributed solving Sylvester equations with fractional order dynamics,” Control Theory and Technology, 19 (2): 249-259, 2021. (Online)
- Songsong Cheng, Shengguo Wang, Yiheng Wei, Qing Liang, Yong Wang, “Study on four disturbance observers for FO-LTI systems,” IEEE/CAA Journal of Automatica Sinica, 3 (4): 442-450, 2016. (Online)
Conference Papers
- Renyi Wang, Fan Yuan, and Songsong Cheng, “Zeroth-order algorithm design with orthogonal direction for distributed weakly convex optimization,” the 63rd IEEE Conference on Decision and Control (CDC2024), December 5-8, 2024, Milan, Italy. (Online)
- Qing Huang, Yinghui Wang, Songsong Cheng, and Fan Yuan, “Distributed projected subgradient for convex optimization with nonidentical constraints over unbalanced graphs,” the 14th Asian Control Conference (ASCC2024), July 5-8, 2024, Dalian, China. (Online)
- Songsong Cheng, Xin Yu, Yuan Fan, and Gaoxi Xiao, “Zeroth-order gradient tracking for distributed constrained optimization,” the 22nd World Congress of the International Federation of Automatic Control (IFAC2023), July 9-14, 2023, Yokohama, Japan. (Online)
- Rui Huang, Yixin Gu, Yuan Fan, and Songsong Cheng, Distributed generalized Nash equilibria seeking for aggregative games with community structures, the 42nd Chinese Control Conference (CCC2023), July 24-26, 2023, Tianjin, China. (Online)
- Chenyang Liu, Xiaohua Dou, Songsong Cheng, and Yuan Fan, A gradient-free penalty ADMM for solving distributed convex optimization problems with feasible set constraints, the 17th International Conference on Control, Automation, Robotics and Vision (ICARCV2022), December 11-13, 2022, Singapore. (Online)
- Songsong Cheng, Xianlin Zeng, and Yiguang Hong, “Distributed solving Sylvester equations with an explicit exponential convergence,” the 21st World Congress of the International Federation of Automatic Control (IFAC2020), July 11-17, 2020, Berlin, Germany. (Online)
- Songsong Cheng, Yinghui Wang, and Yiguang Hong, “Distributed stochastic algorithm for convex optimization problem over time-varying directed graphs,” the 15th IEEE International Conference on Control and Automation (ICCA2019), July 16-19, 2019, Edinburgh, Scotland. (Online)
- Songsong Cheng, Yiheng Wei, Yuquan Chen, Xi Zhou, Yong Wang, “Study on fractional order composite MRAC for MIMO systems based on SDU factorization of Kp,” the 20th World Congress of the International Federation of Automatic Control (IFAC2017), July 9-14, 2017, Toulouse, France. (Online)
