协同控制、协同优化、工业人工智能、智能优化与控制一体化、信息物理系统、分布式控制与优化及其应用、复杂工业过程建模、控制与优化

1. D. Xu, Y. Liu, G. Wen, Y. Jin, T. Chai and T. Yang, “DeFedTL: A Decentralized Federated Transfer Learning Method for Fault Diagnosis”, IEEE Transactions on Industrial and Informatics, in press.
2. X. Long, Z. Ni, Y. Li, T. Yang, Z. Zeng, M. S., Tianyou Chai, “Industry demand response in dispatch strategy for high-proportion renewable energy power system”, Journal of Automation and Intelligence, in press.
3. J. Zhou, G. Wen, Y. Lv, T. Yang, G. Chen, “Distributed Resource Allocation Over Multiple Interacting Coalitions: A Game-Theoretic Approach”, IEEE Transactions on Automatic Control, in press.
4. K. Zhang, X. Yi, Y. Li, M. Cao, T. Chai, T. Yang, “Distributed Online Constrained Convex Optimization with Event-triggered Communication”, European Journal of Control, in press.
5. 时侠圣，徐磊，杨涛，“基于鞍点法的自适应分布式资源分配算法”，控制与决策，待出版.

1. L. Xu, X. Yi, C. Deng, Y. Shi, T. Chai, T. Yang, "Quantized Zeroth-Order Gradient Tracking Algorithm for Distributed Nonconvex Optimization Under Polyak–Lojasiewicz Condition", IEEE Transactions on Cybernetics, vol. 54, no. 10, pp. 5746-5758, 2024.
2. J. Fu, T. Li, T. Yang, B. Lu, “Model-based Control of Switched Linear Systems Under Network Communication”, Automatica, vol. 166, no. 111737, 2024.
3. R. Lu, Z. Jiang, T. Yang, Y. Chen, D. Wang, X. Peng, "A Novel Hybrid-Action-Based Deep Reinforcement Learning for Industrial Energy Management", IEEE Transactions on Industrial Informatics, vol. 20, no. 10, 2024.
4. Y. Liu, M. Jia, D. Xu, T. Yang, Y. Yao, "Physics-Guided Graph Learning Soft Sensor for Chemical Processes", Chemometrics and Intelligent Laboratory Systems, vol. 249, no. 105131, 2024.
5. M. Jia, D. Xu, T. Yang, Y. Yao, Y. Liu, "Graph-Guided Masked Autoencoder for Process Anomaly Detection", Process Safety and Environmental Protection, vol. 186, 2024.
6. D. Xu, M. Jia, T. Chen, Y. Liu, T. Chai, T. Yang, "Decentralized Federated Domain Generalization with Cluster Alignment for Fault Diagnosis", Control Engineering Practice, vol. 148, no. 105951, 2024.
7. X. Chen, S. Hu, T. Yang, X. Xie, J. Qiu, "Event-Triggered Bipartite Consensus of Multiagent Systems With Input Saturation and DoS Attacks Over Weighted Directed Networks", IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 54, no. 7, pp. 4054-4065, 2024.
8. J. Zhang, T. Yang, T. Chai, "Neural Network Control of Underactuated Surface Vehicles With Prescribed Trajectory Tracking Performance", IEEE Transactions on Neural Networks and Learning Systems, vol. 35, no. 6, pp. 8026-8039, 2024.
9. Y. Li, X. Long, Y.g Li, Y. Ding, T. Yang, Z. Zeng, "A Demand–Supply Cooperative Responding Strategy in Power System with High Renewable Energy Penetration", IEEE Transactions on Control Systems Technology, vol. 32, no. 3, pp. 874-890, 2024.
10. L. Xu, X. Yi, Y. Shi, K. H. Johansson, T. Chai, T. Yang, "Distributed Nonconvex Optimization with Event-Triggered Communication", IEEE Transactions on Automatic Control, vol. 69, no. 4, pp. 2745-2752, 2024.
11. C. Deng, L. Xu, T. Yang, D. Yue, T. Chai, "Distributed Cooperative Optimization for Nonlinear Heterogeneous MASs Under Intermittent Communication", IEEE Transactions on Automatic Control, vol. 69, no. 4, pp. 2737-2744, 2024.
12. X. Zhao, K. Zhang, L. Xu, W. Gao, T. Yang, "Distributed Event-Triggered Algorithms for Multi-Objective Resource Allocation Problem", Unmanned Systems, vol. 12, no. 2, pp. 331-340, 2024.
13. B. Wang, L. Xu, X. Yi, Y. Jia, T. Yang, "Semiglobal Suboptimal Output Regulation for Heterogeneous Multi-Agent Systems with Input Saturation via Adaptive Dynamic Programming", IEEE Transactions on Neural Networks and Learning Systems, vol. 35, no. 3, pp. 3242-3250, 2024.
14. G. Ma, S. Xu, T. Yang, Z. Du, L. Zhu, H. Ding, Y. Yuan, "A Transfer Learning-Based Method for Personalized State of Health Estimation of Lithium-Ion Batteries", IEEE Transactions on Neural Networks and Learning Systems, vol. 35, no. 1, pp. 759-769, 2024.
15. Y. Bao, D. Zhao, J. Sun, G. Wen, T. Yang, "Resilient Synchronization of Neural Networks Under DoS Attacks and Communication Delays via Event-Triggered Impulsive Control", IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 54, no. 1, pp. 471-483, 2024.
16. W. Xiong, Z. Luo, G. Wen, T. Yang, "Iterative Learning Security Control for Discrete-time Systems Subject to Deception and DoS Attacksn", Science China Information Sciences, vol. 66, no. 190207, pp. 1-2, 2023.
17. 温广辉, 杨涛, 周佳玲, 付俊杰, 徐磊, "强化学习与自适应动态规划:从基础理论到多智能体系统中的应用进展综述", 控制与决策, vol. 38, no. 5, pp. 1200-1230, 2023.
18. J. Sun, X. Guo, T. Yang, H. Zhang, T. Chai, "Distributed Fuzzy Containment Control for Stochastic Nonlinear Multiagent Systems Under Denial-of-Service Attacks", IEEE Transactions on Fuzzy Systems, vol. 31, no. 12, pp. 4298-4307, 2023.
19. Y. Li, C. Yu, M. Shahidehpour, T. Yang, Z. Zeng, T. Chai, "Deep Reinforcement Learning for Smart Grid Operations: Algorithms, Applications and Prospects", Proceedings of the IEEE, vol. 111, no. 9, pp. 1055-1096, 2023.
20. Y. Zhou, J. Zhou, G. Wen, M. Gan, T. Yang, "Distributed Minmax Strategy for Consensus Tracking Control in Multi-Agent Differential Graphical Game: A Model-Free Approach", IEEE Systems, Man, and Cybernetics Magazine, vol. 9, no. 4, pp. 53-68, 2023.
21. 杨涛, 常怡然, 张坤鹏, 徐磊, "基于预设时间收敛的分布式优化算法", 控制与决策, vol. 38, no. 8, pp. 2364-2374, 2023.
22. 高伟南, 杨涛, 柴天佑, "基于自适应动态规划和梯度下降法的自适应最优输出调节", 控制与决策, vol. 38, no. 8, pp. 2425-2432, 2023.
23. K. Zhang, L. Xu, Z. Ding, K. H. Johansson, T. Chai, T. Yang, "Predefined-time Distributed Multi-Objective Optimization for Network Resource Allocation", Science China Information Sciences, vol. 66, no. 170204, 2023.
24. X. Yi, S. Zhang, T. Yang, T. Chai, K. H. Johansson, "Communication Compression for Distributed Nonconvex Optimization", IEEE Transactions on Automatic Control, vol. 68, no. 9, pp. 5477-5492, 2023.
25. Y. Li, Y. Ding, Y. Liu, T. Yang, P. Wang, J. Wang, W. Yao. "Dense Skip Attention Based Deep Learning for Day-Ahead Electricity Price Forecasting", IEEE Transactions on Power Systems, vol. 38, no. 5, pp. 4308-4327, 2023.
26. X. Yi, X. Li, T. Yang, L. Xie, T. Chai, K. H. Johansson, "Regret and Cumulative Constraint Violation Analysis for Distributed Online Constrained Convex Optimization", IEEE Transactions on Automatic Control, vol. 68, no. 5, pp. 2875-2890, 2023.
27. Y. Yuan, J. Liu, D. Jin, Z. Yue, T. Yang, R. Chen, M. Wang, C. Sun, L. Xu, F. Hua, Y. Guo, X. Tang, X. He, X. Yi, D. Li, G. Wen, W. Yu, H.-T. Zhang, T. Chai, S. Sui and H. Ding, "DeceFL: A Principled Fully Decentralized Federated Learning Framework", National Science Open, vol. 2, no. 1, pp. 20220043, 2023.
28. 李远征，倪质先，段钧韬，徐磊，杨涛，曾志刚，“面向高比例新能源电网的重大耗能企业需求响应调度”，自动化学报，vol. 49, no. 4, pp. 754-768, 2023.
29. M. Jia, D. Xu, T. Yang, Y. Liu, Y. Yao, "Graph Convolutional Network Soft Sensor for Process Quality Prediction", Journal of Process Control, vol. 125, pp. 12-25, 2023.
30. G. Ma, S. Xu, B. Jiang, C. Cheng, X. Yang, Y. Shen, T. Yang, Y. Huang, H. Ding and Y. Yuan, "Real-time Personalized Health Status Prediction of Lithium-ion Batteries Using Deep Transfer Learning", Energy & Environmental Science, vol. 15, no. 10, pp. 4083-4094, 2022.
31. X. Yi, S. Zhang, T. Yang, T. Chai and K. H. Johansson, "Sublinear and Linear Convergence of Modified ADMM for Distributed Nonconvex Optimization", IEEE Transactions on Control of Network Systems, vol.10, no. 1, pp.75-86, 2022.
32. 时侠圣，徐磊，杨涛，“基于自适应精确罚函数的分布式资源分配算法”，控制理论与应用，vol. 39, no. 10, pp. 1937-1945, 2022.
33. X. Shi, L. Xu, T.Yang, "Predefined‐time Distributed Event‐triggered Algorithms for Resource Allocation", IET Cyber‐Physical Systems: Theory & Applications, vol. 7, no. 4, pp.183-196, 2022.
34. C. Yan, T. Yang, H. Fang, "High-Order Leader-Follower Tracking Control under Limited Information Availability", International Journal of Robust and Nonlinear Control, vol. 32, no. 14, pp. 7754-7767, 2022.
35. X. Yi, S. Zhang, T. Yang, T. Chai and K. H. Johansson, "Linear Convergence of First- and Zeroth-Order Primal-Dual Algorithms for Distributed Nonconvex Optimization", IEEE Transactions on Automatic Control, vol. 67, no. 8, pp. 4194-4201, 2022.
36. X. Yi, S. Zhang, T. Yang, K. H. Johansson, "Zeroth-Order Algorithms for Stochastic Distributed Nonconvex Optimization", Automatica, vol. 142, no. 110353, 2022.
37. 杨涛，徐磊，易新蕾，张圣军，陈蕊娟，李渝哲，“基于事件触发的分布式优化算法”，自动化学报，vol. 48, no. 1, pp. 133-143, 2022.
38. X. Shi, L. Xu, T. Yang, Z. Lin, X. Wang, "Distributed Fixed-time Resource Allocation Algorithm for the General Linear Multi-Agent Systems", IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 69, no. 6, pp. 2867-2871, 2022.
39. X. Yi, S. Zhang, T. Yang, T. Chai, K. H. Johansson, "A Primal–Dual SGD Algorithm for Distributed Nonconvex Optimization", IEEE/CAA Journal of Automatica Sinica, vol. 9, no. 5, pp. 812-833, 2022.
40. Y. Wan, J. Qin, X. Yu, T. Yang, Y. Kang, "Price-Based Residential Demand Response Management in Smart Grids: A Reinforcement Learning-Based Approach", IEEE/CAA Journal of Automatica Sinica, vol. 9, no. 1, pp. 123-134, 2022.
41. T. Yang, X. Yi, S. Lu, K. H. Johansson, T. Chai, "Intelligent Manufacturing for the Process Industry Driven by Industrial Artificial Intelligence", Engineering, vol. 7, no. 9, pp. 1224-1230, 2021.
42. T. Chai, J. Zhang, T. Yang, "Demand Forecasting of the Fused Magnesia Smelting Process with System Identification and Deep Learning", IEEE Transactions on Industrial Informatics, vol. 17, no. 12, pp. 8387-8396, 2021.
43. 时侠圣，杨涛，林志赟，王雪松，“基于连续时间的二阶多智能体分布式资源分配算法”，自动化学报，vol. 47, no. 8, pp. 2050-2060, 2021.
44. X. Yi, X. Li, T. Yang, L. Xie, T. Chai, and K. H. Johansson, "Distributed Bandit Online Convex Optimization with Time-varying Coupled Inequality Constraint", IEEE Transactions on Automatic Control, vol.66, no. 10, pp. 4620-4635, 2021.
45. P. Zhou, W. Q. Chen, C. M. Yi, Z. H. Jiang, T. Yang, T. Y. Chai, "Fast Just-in-time-learning Recursive Multi-output LSSVR for Quality Prediction and Control of an Ironmaking Blast Furnace", Engineering Applications of Artificial Intelligence, vol. 100, pp. 1-12, 2021.
46. X. Shi, Z. Lin, T. Yang and X. Wang, "Distributed Dynamic Event-Triggered Algorithm with Minimum Inter-event Time for Multi-Agent Convex Optimization", International Journal of Systems Science, vol.52, no. 7, pp. 1440-1451, 2021.
47. Z. Ping, Z. Yin, X. Li, T. Yang, "Deep Koopman Model Predictive Control for Enhancing Transient Stability in Power Grids", Robust and Nonlinear Control, vol. 31, no. 6, pp. 1964-1978, 2021.
48. F. Li, J. Qin, Y. Wan and T. Yang, "Decentralized Cooperative Optimal Power Flow of Multiple Interconnected Microgrids via Negotiation", IEEE Transactions on Smart Grid, vol. 11, no. 5, pp. 3827-3836, 2020.
49. R. Chen, T. Yang and T. Chai, "Distributed Accelerated Optimization Algorithms: Insights from an ODE", Science China Technological Sciences, vol. 9, pp. 1647-1655, 2020.
50. 杨涛，柴天佑，“分布式协同优化的研究现状与展望”，中国科学：技术科学，vol. 50, no. 11, pp. 1414-1425, 2020.
51. K. Zhao, X. Dai, P. Zhou, and T. Yang, "Distributed Robust Event-Triggered Control Strategy for Multiple High-speed Trains with Communication Delays and Input Constraints", IEEE Transactions on Control of Network Systems, vol. 7, no. 3, pp. 1453-1464, 2020.
52. X. Shi, R. Zheng, Z. Lin, T. Yang and G. Yan, "An Exponentially Convergent Distributed Algorithm for Resource Allocation Problem", Asian Journal of Control, vol. 23, no. 2, pp. 1072-1082, 2020.
53. 平作为，何维，李俊林，杨涛，“基于稀疏学习的微电网负载建模”，自动化学报，vol. 13, no. 6, pp. 1798-1808, 2020.
54. Z. Ping, X. Li, W. He, T. Yang, and Y. Yuan, "Sparse Learning of Network-Reduced Models for Locating Low Frequency Oscillations in Power Systems", Applied Energy, vol. 262, 114541, 2020.
55. T. Yang, J. George, J. Qin, X. Yi and J. Wu, "Distributed Least Squares Solver for Network Linear Equations", Automatica, vol. 113, no. 108798, 2020.
56. T. Yang, X. Yi, J. Wu, Y. Yuan, D. Wu, Z. Meng, Y. Hong, H. Wang, Z. Lin and K.H. Johansson, "A Survey of Distributed Optimization", Annual Reviews in Control, vol. 47, pp. 278-305, 2019.
57. T. Yang, D. Wu, H. Fang, W. Ren, H. Wang, Y. Hong and K.H. Johansson, "Distributed Energy Resource Coordination Over Time-Varying Directed Communication Networks", IEEE Transactions on Control of Network Systems, vol. 6, no. 3, pp. 1124-1134, 2019.
58. X. Yi, T. Yang, J. Wu and K.H. Johansson, "Distributed Event-Triggered Control for Global Consensus of Multi-Agent Systems with Input Saturation", Automatica, vol. 100, pp. 1-9, 2019.
59. T. Yang, Y. Wan, H. Wang and Z. Lin, "Global Optimal Consensus for Discrete-time Multi-Agent Systems with Bounded Controls", Automatica, vol. 97, pp. 182-185, 2018.
60. Z. Meng, T. Yang, G. Li, W. Ren and D. Wu, "Synchronization of Coupled Dynamical Systems: Tolerance to Weak Connectivity and Arbitrarily Bounded Time-Varying Delays", IEEE Transactions on Automatic Control, vol. 63, no. 6, pp. 1791-1797, 2018.
61. H. Hao, D. Wu, J. Lian and T. Yang, "Optimal Coordination of Building Loads and Energy Storage for Power Grid and End User Services", IEEE Transactions on Smart Grid, vol. 9, no. 5, pp. 4335-4345, 2018.
62. J. Wu, T. Yang, D. Wu, K. Kalsi and K.H. Johansson, "Distributed Optimal Dispatch of Distributed Energy Resources over Lossy Communication Networks", IEEE Transactions on Smart Grid, vol. 8, no. 6, pp. 3125-3137, 2017.
63. Z. Meng, T. Yang, G. Shi, D.V. Dimarogonas, Y. Hong and K.H. Johansson, "Targeted Agreement of Multiple Lagrangian Systems", Automatica, vol. 84, pp. 109-116, 2017.
64. D. Wu, J. Lian, Y. Sun, T. Yang and J. Hansen, "Hierarchical Control Framework for Integrated Coordination between Distributed Energy Resources and Demand Response"，Electric Power Systems Research, vol. 150, pp. 45-54, 2017.
65. D. Wu, M.Kintner-Meyer, T. Yang and P. Balducci, "Analytical Sizing Methods for Behind-Themeter Battery Storage", Journal of Energy Storage, vol. 12, pp. 297-304, 2017.
66. D. Wu, T. Yang, A.A. Stoorvogel and J. Stoustrup, "Distributed Optimal Coordination for Distributed Energy Resources in Power Systems", IEEE Transactions on Automation Science and Engineering, vol. 14, no. 2, pp. 414-424, 2017.
67. T. Yang, J. Lu, D. Wu, J. Wu, G. Shi, Z. Meng and K.H. Johansson, "A Distributed Algorithm for Economic Dispatch over Time-Varying Directed Networks with Delays", IEEE Transactions on Industrial Electronics, vol. 64, no. 6, pp. 5095-5106, 2017.
68. T. Yang, Z. Meng, G. Shi, Y. Hong and K.H. Johansson, "Network Synchronization with Nonlinear Dynamics and Switching Interactions", IEEE Transactions on Automatic Control, vol. 61, no. 10, pp. 3103-3108, 2016.
69. J. Wu, Z. Meng, T. Yang, G. Shi and K.H. Johansson, "Sampled-Data Consensus over Random Networks", IEEE Transactions on Signal Processing, vol. 64, no. 17, pp. 4479-4492, 2016.
70. T. Yang, Z. Meng, D.V. Dimarogonas and K.H. Johansson, "Periodic Behaviors for Discrete-Time Second-Order Multi-Agent Systems with Input Saturation Constraints", IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 63, no. 7, pp. 663-667, 2016.
71. T. Yang, Z. Meng, W. Ren and K.H. Johansson, "Synchronization of Coupled Nonlinear Dynamical Systems: Interplay between Times of Connectivity and Integral of Lipschitz Gain", IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 63, no. 4, pp. 391-395, 2016.
72. T. Yang, D. Wu, Y. Sun and J. Lian, "Minimum-time Consensus-Based Approach for Power System Applications", IEEE Transactions on Industrial Electronics, vol. 63, no. 2, pp. 1318-1328, 2016.
73. T. Charalambous, Y. Yuan, T. Yang, W. Pan, C.N. Hadjicostis and M. Johansson, "Distributed Finite-Time Average Consensus in Digraphs in the Presence of Time-Delays", IEEE Transactions on Control of Network Systems, vol. 2 no. 4 pp. 370-381, 2015.
74. Z. Meng, T. Yang, D.V. Dimarogonas and K.H. Johansson, "Coordinated Output Regulation of Heterogeneous Linear Systems under Switching Topologies", Automatica, vol. 53, no. 3, pp. 362-368, 2015.
75. X. Wang, A. Saberi and T. Yang, "Synchronization in Heterogeneous Networks of Discrete-time Introspective Right-Invertible Agents", International Journal of Robust and Nonlinear Control, vol. 24, no. 18, pp. 3255-3281, 2014.
76. X. Wang, A. Saberi, A.A. Stoorvogel, H.F. Grip and T. Yang, "Synchronization in a Network of Identical Discrete-Time Agents with Uniform Constant Communication Delay", International Journal of Robust and Nonlinear Control, vol. 24, no. 18, pp. 3076-3091, 2014.
77. T. Yang, A. Saberi, A.A. Stoorvogel and H.F. Grip, "Output Synchronization for Heterogeneous Networks of Introspective Right-Invertible Agents", International Journal of Robust and Nonlinear Control, vol. 24, no. 13, pp. 1821-1844, 2014.
78. T. Yang, Z. Meng, D.V. Dimarogonas and K.H. Johansson, "Global Consensus for Discrete-Time Multi-Agent Systems with Input Saturation Constraints", Automatica, vol. 50, no. 2, pp. 499-506, 2014.
79. T. Yang, A.A. Stoorvogel, H.F. Grip and A. Saberi, "Semi-Global Regulation of Output Synchronization for Heterogeneous Networks of Non-introspective, Invertible Agents Subject to Actuator Saturation", International Journal of Robust and Nonlinear Control, vol. 24, no. 3, pp. 548-566, 2014.
80. T. Yang, A.A. Stoorvogel and A. Saberi, "Dynamic Behavior of the Discrete-Time Double Integrator with Saturated Locally Stabilizing Linear State Feedback Laws", International Journal of Robust and Nonlinear Control, vol. 23, no. 17, pp. 1899-1931, 2013.
81. X. Wang, A. Saberi, A.A. Stoorvogel, H.F. Grip and T. Yang, "Consensus in the Network with Uniform Constant Communication Delay", Automatica, vol. 49, no. 8, pp. 2461-2467, 2013.
82. H.F. Grip, T. Yang, A. Saberi and A.A. Stoorvogel, "Output Synchronization for Heterogeneous Networks of Non-introspective Agents", Automatica, vol. 48, no. 10, pp. 2444-2453, 2012.
83. T. Yang, S. Roy, Y. Wan and A. Saberi, "Constructing Consensus Controllers for Networks with Identical General Linear Agents", International Journal of Robust and Nonlinear Control, vol. 21, no. 11, pp. 1237-1256, 2011.

1. Q. Ji, G. Wen, T. Yang, “Surplus-Based ADMM for Distributed Constrained Optimization overDirected Graphs”, The 63rd IEEE Conference on Decision and Control (CDC 2024), Milan, Italy, 2024.
2. J. Xu, Z. Liu, D. Hu, X. Liu, G. Wen and T. Yang, “Distributed Predefined-Time Optimal Control Algorithm for Nonconvex Optimization of MASs”, The 18th International Conference on Control, Automation, Robotics and Vision (ICARCV 2024), Dubai, UAE., 2024.
3. C. Gao, L. Xu, K. Zhang, Y. Li, Z. Liu and T. Yang, “Distributed Event-Triggered Nonconvex Optimization under Polyak--Łojasiewicz Condition”, The 18th International Conference on Control, Automation, Robotics and Vision (ICARCV 2024), Dubai, UAE., 2024.
4. L. Xu, X. Yi, J. Sun, G. Wen, T. Chai, T. Yang, "Compressed Distributed Zeroth-Order Gradient Tracking for Nonconvex Optimization", 2024 IEEE 18th International Conference on Control & Automation (ICCA), Reykjavík, Iceland, 2024.
5. J. Huang, D. Xu, and T. Yang, "Fed-SMAE: Federated-Learning Based Time Series Anomaly Detection with Shared Memory Augmented Autoencoder", 2024 IEEE 7th International Conference on Industrial Cyber-Physical Systems (ICPS), St. Louis, MO, USA, 2024.
6. Z. Li, D. Xu, Y. Li, T. Chai and T. Yang, "OSVAE-GAN: Orthogonal Self-Attention Variational Autoencoder Generative Adversarial Networks for Time Series Anomaly Detection", 2023 IEEE Symposium Series on Computational Intelligence (SSCI), Mexico City, Mexico, 2024.
7. M. Jia, D. Xu, T. Yang, Y. Yao and Y. Liu, "Dynamic Graph Learning Soft Sensor in Process Industry", 2023 IEEE 12th Data Driven Control and Learning Systems Conference (DDCLS), Xiangtan, China, 2023.
8. M. Jia, D. Xu, T. Yang, Y. Yao and Y. Liu, "Time-Attention Graph Convolutional Network Soft Sensor in Biochemical Processes", 2022 4th International Conference on Industrial Artificial Intelligence (IAI), Shenyang, China, 2022.
9. M. Jia, Y. Liu, D. Xu, T. Yang, Y. Yao, "Topology-Informed Graph Convolutional Network for Fault Diagnosis", 2022 IEEE 11th Data Driven Control and Learning Systems Conference (DDCLS), Chengdu, China, 2022. Student Outstanding Paper Award.
10. L. Xu, X. Yi, J. Sun, Y. Shi, K. H. Johansson and T. Yang, "Quantized Distributed Nonconvex Optimization Algorithms with Linear Convergence", Conference on Decision and Control, Cancun, Mexico, 2022.
11. M. Jia, Y. Dai, D. Xu, T. Yang, Y. Yao and Y. Liu, "Deep Graph Network for Process Soft Sensor Development", Proceedings of the 8th International Conference on Information, Cybernetics, and Computational Social Systems, Beijing, China, 2021. Lofti A. Zadeh Best Conference Paper in Theory Award.
12. X. Yi, X. Li, T. Yang, L. Xie, T. Chai, K.H. Johansson, "Regret and Cumulative Constraint Violation Analysis for Online Convex Optimization with Long Term Constraints", Proceedings of the 38th International Conference on Machine Learning (ICML 2021), Long Presentations.
13. X. Yi, S. J. Zhang, T. Yang, T. Chai, K.H. Johansson, "Linear Convergence for Distributed Optimization without Strong Convexity", 59th IEEE Conference on Decision and Control, Jeju Island, Korea, 2020.
14. X. Yi, S. Zhang, T. Yang, K.H. Johansson and T. Chai, "Exponential Convergence for Distributed Smooth Optimization under the Restricted Secant Inequality Condition", Proceedings of the 21st IFAC World Congress, Berlin, Germany, 2020.
15. X. Yi, X. Li, T. Yang, L. Xie, K.H. Johansson and T. Chai, "A Distributed Primal-Dual Algorithm for Bandit Online Convex Optimization with Time-Varying Coupled Inequality Constraints", Proceedings of 2020 American Control Conference.
16. J. George, T. Yang, H. Bai and P. Gurram, "Distributed Stochastic Gradient Method for Nonconvex Problems with Applications in Supervised Learning", 58th IEEE Conference on Decision and Control, Nice France.
17. S. Zheng, X. Yi, J. George and T. Yang, "Computational Convergence Analysis of Distributed Optimization Algorithms for Directed Graphs", Proceedings of the 15th IEEE International Conference on Control and Automation, Edinburgh, Scotland.
18. X. Yi, S. Zheng, T. Yang, J. Wu and K. H. Johansson, "Distributed Online Convex Optimization with Long Term Coupled Constraints", Proceedings of the 38th Chinese Control Conference.
19. X. Yi, T. Yang, J. Wu and K. H. Johansson, "Event-Triggered Control for Consensus of Multi-Agent Systems with Nonlinear Output and Directed Topologies", Proceedings of the 38th Chinese Control Conference.
20. X. Shi, R. Zheng, T. Yang, Z. Lin and G. Yan, "A Distributed Algorithm with Event-Triggered Communication for Resource Allocation Problem", Proceedings of 2019 American Control Conference, Philadelphia, PA.
21. J. George and T. Yang, "Fast Distributed Least-Squares Solver for Linear Time-Varying Equations", Proceedings of 2019 American Control Conference, Philadelphia, PA.
22. W. Du, X. Yi, J. George, K. H. Johansson and T. Yang, "Distributed Optimization with Dynamic Event-Triggered Mechanisms", Proceedings of the 57th IEEE Conference on Decision and Control, Miami, FL, 2018.
23. X. Yi, L. Yao, T. Yang, J. George and K. H. Johansson, "Distributed Optimization for Second-order Multi-Agent Systems with Dynamic Event-Triggered Communication", Proceedings of the 57th IEEE Conference on Decision and Control, Miami, FL, 2018.
24. J. George, X. Yi and T. Yang, "Distributed Robust Dynamic Average Consensus with Dynamic Event-Triggered communication", Proceedings of the 57th IEEE Conference on Decision and Control, Miami, FL, 2018.
25. L. Yao, Y. Wan, S. Fu and T. Yang, "Consensus in Layered Sensor Networks with Communication Delays", Proceedings of the 15th International Conference on Control, Automation, Robotics and Vision, Singapore, 2018.
26. L. Yao, Y. Yuan, S. Sundaram and T. Yang, "Distributed Finite-Time Optimization", Proceedings of the 14th IEEE International Conference on Control and Automation, Anchorage, AK, 2018. Best Student Paper Award.
27. W. Du, L. Yao, D. Wu, X. Li, G. Liu and T. Yang, "Accelerated Distributed Energy Management for Microgrids", Proceedings of the IEEE Power and Energy Society General Meeting, Portland, OR, 2018.
28. T. Yang, D. Wu, W. Ren, H. Wang, Y. Hong and K.H. Johansson, "Cooperative Optimal Coordination for Distributed Energy Resources", Proceedings of the 56th IEEE Conference on Decision and Control, pp. 6334-6339, Melbourne, Australia, 2017.
29. X. Yi, T. Yang, J. Wu and K.H. Johansson, "Event-Triggered Control for Multi-Agent Systems with Output Saturation", Proceedings of the 36th Chinese Control Conference (CCC), pp. 8431- 8436, Dalian, China, 2017.
30. X. Wu, Y. Zhang, L. Ma, X. Xia and T. Yang, "Adaptive Waveform Design for Through-the-wall Radar Using Compressed Sensing Based Randomized Step Frequency", Proceedings of the 29th Chinese Control and Decision Conference (CCDC), Chongqing, China, 2017.
31. H. Fang, D. Wu and T. Yang, "Cooperative Management of a Lithium-Ion Battery Energy Storage Network: A Distributed MPC Approach", Proceedings of the 55th IEEE Conference on Decision and Control, pp. 4226-4232, Las Vegas, NV, 2016.
32. X. Wu and T. Yang, "Distributed Constrained Event-Triggered Consensus: L2 Gain Design Result", Proceedings of the 42nd Annual Conference of IEEE Industrial Electronics Society, pp. 5420-5425, Florence, Italy, 2016.
33. T. Yang, D. Wu, A.A. Stoorvogel and J. Stoustrup, "Distributed Coordination of Energy Storage with Distributed Generators", Proceedings of the IEEE Power and Energy Society General Meeting, Boston, MA, 2016.
34. D. Wu, M.Kintner-Meyer, T. Yang and P. Balducci, "Economic Analysis and Optimal Sizing for behind-the-meter Battery Storage", Proceedings of the IEEE Power and Energy Society General Meeting, Boston, MA, 2016.
35. T. Yang and D. Wu, "Distributed Load Shedding over Directed Communication Networks with Time Delays", Proceedings of the IEEE Power and Energy Society T&D Conference & Exposition, Dallas, TX, 2016.
36. K. Li, C.R. Rojas, T. Yang, H. Hjalmarsson, K.H. Johansson and S. Cong, "Piecewise Sparse Signal Recovery via Piecewise Orthogonal Matching Pursuit", Proceedings of the 41st IEEE International Conference on Acoustics, Speech and Signal Processing, Shanghai, China, 2016.
37. J. Wu, Z. Meng, T. Yang, G. Shi and K.H. Johansson, "Critical Sampling Rate for Sampled-Data Consensus over Random Networks", Proceedings of the 54th IEEE Conference on Decision and Control, pp. 412-417, Osaka, Japan, 2015.
38. T. Yang, D. Wu, Y. Sun and J. Lian, "Impacts of Time Delays on Distributed Algorithms for Economic Dispatch", Proceedings of the IEEE Power and Energy Society General Meeting, Denver, Colorado, 2015.
39. T. Yang, Y. Yuan, K. Li, J. Goncalves and K.H. Johansson, "Finite-time Road Grade Computation for a Vehicle Platoon", Proceedings of the 53rd IEEE Conference on Decision and Control, Los Angeles, CA, 2014, pp. 6105-6110.
40. Z. Meng, T. Yang, G. Shi, D.V. Dimarogonas, Y. Hong and K.H. Johansson, "Set Target Aggregation of Multiple Mechanical Systems", Proceedings of the 53rd IEEE Conference on Decision and Control, Los Angeles, CA, 2014, pp. 6830-6835.
41. X. Wu, J. Pang, and T. Yang, "Anti-Windup Design for Active Disturbance Rejection Control Mechanism", Proceedings of the 33rd Chinese Control Conference, Nanjing, China, 2014, pp. 2389-2395.
42. T. Yang, Z. Meng, G. Shi, Y. Hong and K.H. Johansson, "Synchronization for Multi-Agent Systems under Directed Switching Topologies", Proceedings of the 11th World Congress on Intelligent Control and Automation, Shenyang, China, 2014, pp. 3471-3478.
43. T. Yang, H.F. Grip, A. Saberi, M. Zhang and A.A. Stoorvogel, "Synchronization in Networks of Non-Introspective Agents without Exchange of Controller States under Switching Topologies", Proceedings of the American Control Conference, Portland, 2014, pp. 1475-1480.
44. T. Yang, Z. Meng, D.V. Dimarogonas and K.H. Johansson, "Periodic Behaviors in Multi-Agent Systems with Input Saturation Constraints", Proceedings of the 52nd IEEE Conference on Decision and Control, Florence, Italy, 2013, pp. 4467-4472.
45. Z. Meng, T. Yang, D.V. Dimarogonas and K.H. Johansson, "Coordinated Output Regulation of Multiple Heterogeneous Linear Systems", Proceedings of the 52nd IEEE Conference on Decision and Control, Florence, Italy, 2013, pp. 2175-2180.
46. T. Charalambous, Y. Yuan, T. Yang, W. Pan, C.N. Hadjicostis and M. Johansson, "Decentralised Minimum-time Average Consensus in Digraphs", Proceedings of the 52nd IEEE Conference on Decision and Control, Florence, Italy, 2013, pp. 2617-2622.
47. X. Wang, A. Saberi, A.A. Stoorvogel, H.F. Grip and T. Yang, "Synchronization for Homogeneous Networks of Non-Introspective, Non-Right-Invertible, Discrete-Time Agents with Uniform Constant Communication Delay", Proceedings of the 52nd IEEE Conference on Decision and Control, Florence, Italy, 2013, pp. 7352-7357.
48. X. Wang, A. Saberi, A.A. Stoorvogel, H.F. Grip and T. Yang, "Synchronization for Heterogeneous Networks Introspective Right-Invertible Agents with Uniform Constant Communication Delay", Proceedings of the 52nd IEEE Conference on Decision and Control, Florence, Italy, 2013, pp. 5198-5203.
49. T. Yang, Z. Meng, D.V. Dimarogonas and K.H. Johansson, "Global Consensus in Homogeneous Networks of Discrete-Time Agents Subject to Actuator Saturation", Proceedings of the European Control Conference, Zürich, Switzerland, 2013, pp. 244-249.
50. T. Yang, A.A. Stoorvogel, A. Saberi and K.H. Johansson, "Further Results on Saturated Globally Stabilizing Linear State Feedback Control Laws for Single-Input Neutrally Stable Planar Systems", Proceedings of the European Control Conference, Zürich, Switzerland, 2013, pp. 2728-2733.
51. X. Wang, A. Saberi and T. Yang, "Synchronization in a Heterogeneous Network of Discrete-Time Introspective Right-Invertible Agents", Proceedings of the European Control Conference, Zürich, Switzerland, 2013, pp. 4263-4268.
52. T. Yang, X. Wang, A. Saberi and A.A. Stoorvogel, "Output Synchronization for Heterogeneous Networks of Discrete-Time Introspective Right-Invertible Agents with Uniform Constant Communication Delay", Proceedings of the American Control Conference, Washington DC, 2013, pp. 516-521.
53. H.F. Grip, A. Saberi, T. Yang and A.A. Stoorvogel, "Output Synchronization for Heterogeneous Networks of Non-Introspective, Non-Rght-Invertible Agents", Proceedings of the American Control Conference, Washington DC, 2013, pp. 5811-5816.
54. X. Wang, A. Saberi, A.A. Stoorvogel, H.F. Grip and T. Yang, "Multi-Agent Consensus with Uniform Constant Communication Delay", Proceedings of the 51st IEEE Conference on Decision and Control, Maui, HI, 2012, pp. 5318-5323.
55. T. Yang, A.A. Stoorvogel, H.F. Grip and A. Saberi, "Output Consensus for Networks of Nonidentical, Non-Introspective Agents Subject to Actuator Saturation", Proceedings of the 51st IEEE Conference on Decision and Control, Maui, HI, 2012, pp. 5298-5303.
56. H.F. Grip, T. Yang, A. Saberi and A.A. Stoorvogel, "Decentralized Control for Output Synchronization in Heterogeneous Networks of Non-Introspective Agents", Proceedings of the American Control Conference, Montreal, Canada, 2012, pp. 812-819.
57. T. Yang, A. Saberi, A.A. Stoorvogel and H.F. Grip, "Output Consensus for Networks of Nonidentical Introspective Agents", The 50th IEEE Conference on Decision and Control, Orlando, FL, 2011, pp. 1286-1292.
58. T. Yang, A.A. Stoorvogel and A. Saberi, "Global Stabilization of the Discrete-Time Double Integrator Using a Saturated Linear State Feedback Controller", American Control Conference, San Francisco, CA, 2011, pp. 4440-4445.
59. T. Yang, A.A. Stoorvogel and A. Saberi, "Consensus for Multi-Agent Systems – Synchronization and Regulation for Complex Networks", American Control Conference, San Francisco, CA, 2011, pp. 5312-5317.
60. T. Yang, A.A. Stoorvogel, X. Wang and A. Saberi, "Periodic Behavior of Locally Stabilizing Saturated Linear Controllers for the Discrete-Time Double Integrator", the 4th IFAC Symposium on System, Structure and Control, Ancona, Italy, 2010, pp. 237-241.
61. T. Yang, A.A. Stoorvogel and A. Saberi, "Issues on Global Stabilization of Linear Systems Subject to Actuator Saturation", the 4th IFAC Symposium on System, Structure and Control, Ancona, Italy, 2010, pp. 231-236.
62. T. Yang, S. Roy, Y. Wan, and A. Saberi, "Constructing Consensus Controllers for Networks with Identical General Linear Agents", Proc. AIAA Guidance, Navigation and Control Conference, Toronto, Ontario, Canada, 2010, pp. 1-22.
63. Y. Wan, S. Roy, X. Wang, A. Saberi, T. Yang, M. Xue, B. Malek, "On the Structure of Graph Edge Designs that Optimize the Algebraic Connectivity", the 47th IEEE Conference on Decision and Control, Cancun, Mexico, 2008, pp. 805-810.