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ORCIDYi Dong 0002
Person information
- affiliation: University of Liverpool, UK
Other persons with the same name
- Yi Dong — disambiguation page
- Yi Dong 0001
![[0000-0002-1687-535X]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-1687-535X")
— Tongji University, College of Electronic and Information Engineering, Shanghai Research Institute for Intelligent Autonomous Systems, China (and 2 more)
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2020 – today
- 2024
[j4]Xiaowei Huang, Wenjie Ruan, Wei Huang, Gaojie Jin, Yi Dong, Changshun Wu, Saddek Bensalem, Ronghui Mu, Yi Qi, Xingyu Zhao, Kaiwen Cai, Yanghao Zhang, Sihao Wu, Peipei Xu, Dengyu Wu, André Freitas, Mustafa A. Mustafa:
A survey of safety and trustworthiness of large language models through the lens of verification and validation. Artif. Intell. Rev. 57(7): 175 (2024)- [j3]Yi Dong, Yingjie Wang, Mariana Gama, Mustafa A. Mustafa, Geert Deconinck, Xiaowei Huang:
Privacy-Preserving Distributed Learning for Residential Short-Term Load Forecasting. IEEE Internet Things J. 11(9): 16817-16828 (2024) - [j2]Yi Dong, Xingyu Zhao, Sen Wang, Xiaowei Huang:
Reachability Verification Based Reliability Assessment for Deep Reinforcement Learning Controlled Robotics and Autonomous Systems. IEEE Robotics Autom. Lett. 9(4): 3299-3306 (2024) - [c7]Yi Dong, Ronghui Mu, Gaojie Jin, Yi Qi, Jinwei Hu, Xingyu Zhao, Jie Meng, Wenjie Ruan, Xiaowei Huang:
Position: Building Guardrails for Large Language Models Requires Systematic Design. ICML 2024 - [i12]Yi Dong, Yingjie Wang, Mariana Gama, Mustafa A. Mustafa, Geert Deconinck, Xiaowei Huang:
Privacy-Preserving Distributed Learning for Residential Short-Term Load Forecasting. CoRR abs/2402.01546 (2024) - [i11]Yi Dong, Ronghui Mu, Gaojie Jin, Yi Qi, Jinwei Hu, Xingyu Zhao, Jie Meng, Wenjie Ruan, Xiaowei Huang:
Building Guardrails for Large Language Models. CoRR abs/2402.01822 (2024) - [i10]Yi Dong, Ronghui Mu, Yanghao Zhang, Siqi Sun, Tianle Zhang, Changshun Wu, Gaojie Jin, Yi Qi, Jinwei Hu, Jie Meng, Saddek Bensalem, Xiaowei Huang:
Safeguarding Large Language Models: A Survey. CoRR abs/2406.02622 (2024) - [i9]Jinwei Hu, Yi Dong, Xiaowei Huang:
Adaptive Guardrails For Large Language Models via Trust Modeling and In-Context Learning. CoRR abs/2408.08959 (2024) - 2023
- [j1]Yi Dong, Wei Huang, Vibhav Bharti, Victoria Cox, Alec Banks, Sen Wang, Xingyu Zhao, Sven Schewe, Xiaowei Huang:
Reliability Assessment and Safety Arguments for Machine Learning Components in System Assurance. ACM Trans. Embed. Comput. Syst. 22(3): 48:1-48:48 (2023) - [c6]Yi Dong, Zhongguo Li, Xingyu Zhao, Zhengtao Ding, Xiaowei Huang:
Decentralised and Cooperative Control of Multi-Robot Systems through Distributed Optimisation. AAMAS 2023: 1421-1429 - [c5]Yi Dong, Yang Chen, Xingyu Zhao, Xiaowei Huang:
Short-term Load Forecasting with Distributed Long Short-Term Memory. ISGT 2023: 1-5 - [c4]Yi Qi, Yi Dong, Siddartha Khastgir, Paul A. Jennings, Xingyu Zhao, Xiaowei Huang:
STPA for Learning-Enabled Systems: A Survey and A New Practice. ITSC 2023: 1381-1388 - [i8]Yi Dong, Zhongguo Li, Xingyu Zhao, Zhengtao Ding, Xiaowei Huang:
Decentralised and Cooperative Control of Multi-Robot Systems through Distributed Optimisation. CoRR abs/2302.01728 (2023) - [i7]Yi Qi, Yi Dong, Xingyu Zhao, Xiaowei Huang:
STPA for Learning-Enabled Systems: A Survey and A New Method. CoRR abs/2302.10588 (2023) - [i6]Xiaowei Huang, Wenjie Ruan, Wei Huang, Gaojie Jin, Yi Dong, Changshun Wu, Saddek Bensalem, Ronghui Mu, Yi Qi, Xingyu Zhao, Kaiwen Cai, Yanghao Zhang, Sihao Wu, Peipei Xu, Dengyu Wu, André Freitas, Mustafa A. Mustafa:
A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation. CoRR abs/2305.11391 (2023) - 2022
- [c3]Edoardo Manino, Danilo S. Carvalho, Yi Dong, Julia Rozanova, Xidan Song, Mustafa A. Mustafa, André Freitas, Gavin Brown, Mikel Luján, Xiaowei Huang, Lucas C. Cordeiro:
EnnCore: End-to-End Conceptual Guarding of Neural Architectures. SafeAI@AAAI 2022 - [c2]Yi Dong, Xingyu Zhao, Xiaowei Huang:
Dependability Analysis of Deep Reinforcement Learning based Robotics and Autonomous Systems through Probabilistic Model Checking. IROS 2022: 5171-5178 - [i5]Yi Dong, Yang Chen, Xingyu Zhao, Xiaowei Huang:
Short-term Load Forecasting with Distributed Long Short-Term Memory. CoRR abs/2208.01147 (2022) - [i4]Yi Dong, Xingyu Zhao, Sen Wang, Xiaowei Huang:
Reachability Verification Based Reliability Assessment for Deep Reinforcement Learning Controlled Robotics and Autonomous Systems. CoRR abs/2210.14991 (2022) - 2021
- [c1]Xingyu Zhao, Wei Huang, Sven Schewe, Yi Dong, Xiaowei Huang:
Detecting Operational Adversarial Examples for Reliable Deep Learning. DSN (Supplements) 2021: 5-6 - [i3]Xingyu Zhao, Wei Huang, Sven Schewe, Yi Dong, Xiaowei Huang:
Detecting Operational Adversarial Examples for Reliable Deep Learning. CoRR abs/2104.06015 (2021) - [i2]Yi Dong, Xingyu Zhao, Xiaowei Huang:
Dependability Analysis of Deep Reinforcement Learning based Robotics and Autonomous Systems. CoRR abs/2109.06523 (2021) - [i1]Xingyu Zhao, Wei Huang, Vibhav Bharti, Yi Dong, Victoria Cox, Alec Banks, Sen Wang, Sven Schewe, Xiaowei Huang:
Reliability Assessment and Safety Arguments for Machine Learning Components in Assuring Learning-Enabled Autonomous Systems. CoRR abs/2112.00646 (2021)
Coauthor Index
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