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Yi Dong
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A survey of safety and trustworthiness of large language models through the lens of verification and validation
X Huang, W Ruan, W Huang, G Jin, Y Dong, C Wu, S Bensalem, R Mu, ...
arXiv preprint arXiv:2305.11391, 2023
392023
Fully-distributed deloading operation of DFIG-based wind farm for load sharing
Z Dong, Z Li, Y Dong, S Jiang, Z Ding
IEEE Transactions on Sustainable Energy 12 (1), 430-440, 2020
372020
Short term load forecasting with markovian switching distributed deep belief networks
Y Dong, Z Dong, T Zhao, Z Li, Z Ding
International Journal of Electrical Power & Energy Systems 130, 106942, 2021
322021
A strategic day-ahead bidding strategy and operation for battery energy storage system by reinforcement learning
Y Dong, Z Dong, T Zhao, Z Ding
Electric power systems research 196, 107229, 2021
302021
Reliability Assessment and Safety Arguments for Machine Learning Components in System Assurance
Y Dong, W Huang, V Bharti, V Cox, A Banks, S Wang, X Zhao, S Schewe, ...
ACM Transactions on Embedded Computing Systems, 2022
18*2022
Detecting operational adversarial examples for reliable deep learning
X Zhao, W Huang, S Schewe, Y Dong, X Huang
2021 51st Annual IEEE/IFIP International Conference on Dependable Systems …, 2021
112021
Demand‐side management using a distributed initialisation‐free optimisation in a smart grid
Y Dong, T Zhao, Z Ding
IET renewable power generation 13 (9), 1533-1543, 2019
112019
Dependability analysis of deep reinforcement learning based robotics and autonomous systems through probabilistic model checking
Y Dong, X Zhao, X Huang
2022 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2022
9*2022
STPA for Learning-Enabled Systems: A Survey and A New Practice
Y Qi, Y Dong, S Khastgir, J Paul, X Zhao, X Huang
2023 IEEE 26th International Conference on Intelligent Transportation …, 2023
6*2023
Reachability Verification Based Reliability Assessment for Deep Reinforcement Learning Controlled Robotics and Autonomous Systems
Y Dong, X Zhao, S Wang, X Huang
IEEE Robotics and Automation Letters, 2024
52024
Short-term Load Forecasting with Distributed Long Short-Term Memory
Y Dong, Y Chen, X Zhao, X Huang
2023 IEEE ISGT North America, 2022
42022
Building Guardrails for Large Language Models
Y Dong, R Mu, G Jin, Y Qi, J Hu, X Zhao, J Meng, W Ruan, X Huang
The 41st International Conference on Machine Learning (ICML 2024), 2024
22024
Decentralised and Cooperative Control of Multi-Robot Systems through Distributed Optimisation
Y Dong, Z Li, X Zhao, Z Ding, X Huang
The 22nd International Conference on Autonomous Agents and Multiagent …, 2023
22023
An Optimal Day-ahead Bidding Strategy and Operation for Battery Energy Storage System by Reinforcement Learning
Y Dong, T Zhao, Z Ding
IFAC-PapersOnLine 53 (2), 13190-13195, 2020
22020
Real-time object detection and robotic manipulation for agriculture using a YOLO-based learning approach
H Zhao, Z Tang, Z Li, Y Dong, Y Si, M Lu, G Panoutsos
The 25th IEEE International Conference on Industrial Technology, 2024
12024
Privacy-Preserving Distributed Learning for Residential Short-Term Load Forecasting
Y Dong, Y Wang, M Gama, AM Mustafa, G Deconinck, X Huang
IEEE Internet of Things Journal, 2024
2024
Reinforcement Learning-Based Output Stabilization Control for Nonlinear Systems With Generalized Disturbances
Z Tang, JR Anthony, Y Dong, G Panoutsos
The 25th IEEE International Conference on Industrial Technology, 2024
2024
Discrete-Time Stress Matrix-Based Formation Control of General Linear Multi-Agent Systems
O Onuoha, S Kurawa, Z Tang, Y Dong
arXiv preprint arXiv:2401.05083, 2024
2024
EnnCore: end-to-end conceptual guarding of neural architectures
E Manino, D Carvalho, Y Dong, J Rozanova, X Song, MA Mustafa, ...
CEUR, 2022
2022
Power Systems Optimisation and Management by Distributed Methods
Y Dong
PQDT-Global, 2021
2021
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Articles 1–20