Publications

If you have any problems obtaining these publications, please feel free to contact me.

Journal and Conference Papers

• Y. Dong, X. Zhao, S. Wang, X. Huang: Reachability Verification Based Reliability Assessment for Deep Reinforcement Learning Controlled Robotics and Autonomous Systems. online accessable soon (Under Review).

• Y. Dong, W. Huang, V. Bharti, V. Cox, A. Banks, S. Wang, X. Zhao, S. Schewe, X. Huang: Reliability Assessment and Safety Arguments for Machine Learning Components in Assuring Learning-Enabled Autonomous Systems. Accepted by ACM Transactions on Embedding Computing Systems (TECS).

• Y. Dong, Y. Chen, X. Zhao, X. Huang: Short-term Load Forecasting with Distributed Long Short-Term Memory. In proceedings of 2023 IEEE ISGT North America (ISGT-NA 2023).

• Y. Dong, X. Zhao, X. Huang: Dependability Analysis of Deep Reinforcement Learning based Robotics and Autonomous Systems through Probabilistic Model Checking”. 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022).

• E. Manino, D. Carvalho, Y. Dong, J. Rozanova, X. Song, M.A. Mustafa, A. Freitas, G. Brown, M. Luján, X. Huang, L. Cordeiro : EnnCore: End-to-End Conceptual Guarding of Neural Architectures. Safe AI workshop on Association for the Advancement of Artificial Intelligence (SafeAI 2022).

• Y. Dong, Z. Dong, T. Zhao, Z. Li, Z. Ding: Short term load forecasting with markovian switching distributed deep belief networks. International Journal of Electrical Power & Energy Systems (IJEPES).

• Y. Dong, Z. Dong, T. Zhao, Z. DingA Strategic Day-ahead bidding strategy and operation for battery energy storage system by reinforcement learning. Electric Power Systems Research (EPSR).

• X. Zhao, W. Huang, S. Schewe, Y. Dong, X. Huang: Detecting Operational Adversarial Examples for Reliable Deep Learning. The 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2021).

• Y. Dong: Power Systems Optimisation and Management by Distributed Methods. The University of Manchester (UoM).

• Z. Dong, Z. Li, Y. Dong, S. Jiang, Z. Ding: Fully-distributed deloading operation of DFIG-based wind farm for load sharing. IEEE Transactions on Sustainable Energy (TSTE).

• Y. Dong, T. Zhao, Z. Ding: An Optimal Day-ahead Bidding Strategy and Operation for Battery Energy Storage System by Reinforcement Learning. IFAC World Congress 2020, Germany (IFAC).

• Z. Dong, Y. Dong, Z. Ding: Novel Cooperative Control of DFIG-Based Grid-Connected Wind Farm for Active Power Dispatch Considering Wake Effect. Accepted by IFAC World Congress 2020, Germany (IFAC).

• Y. Dong, T. Zhao, Z. Ding: Demand‐side management using a distributed initialisation‐free optimisation in a smart grid. IET renewable power generation (IET-RPG).