Gaojie Jin
University of Exeter(GB)
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Anomaly Detection Techniques and Applications, Advanced Neural Network Applications, Neural Networks and Applications, Explainable Artificial Intelligence (XAI)
Most-Cited Works
- → A survey of safety and trustworthiness of large language models through the lens of verification and validation(2024)93 cited
- → Enhancing Adversarial Training with Second-Order Statistics of Weights(2022)45 cited
- → Randomized Adversarial Training via Taylor Expansion(2023)39 cited
- → Safeguarding large language models: a survey(2025)26 cited
- → SAFARI: Versatile and Efficient Evaluations for Robustness of Interpretability(2023)20 cited
- → How does Weight Correlation Affect the Generalisation Ability of Deep Neural Networks(2020)17 cited
- → Building Guardrails for Large Language Models(2024)12 cited
- → Machine Learning Safety(2023)10 cited