Yue Xing
Publications by Year
Research Areas
Anomaly Detection Techniques and Applications, Adversarial Robustness in Machine Learning, Machine Learning and Data Classification, Topic Modeling, Multi-Agent Systems and Negotiation
Most-Cited Works
- → The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG)(2024)58 cited
- → Benefit of Interpolation in Nearest Neighbor Algorithms(2022)39 cited
- Directional Pruning of Deep Neural Networks(2020)
- On the Algorithmic Stability of Adversarial Training(2021)
- → On the Generalization Properties of Adversarial Training(2020)10 cited
- → Statistical Optimality of Interpolated Nearest Neighbor Algorithms(2018)7 cited
- → Unveiling Privacy Risks in LLM Agent Memory(2025)5 cited
- → Mitigating the Privacy Issues in Retrieval-Augmented Generation (RAG) via Pure Synthetic Data(2025)5 cited
- → Unveiling and Mitigating Memorization in Text-to-Image Diffusion Models Through Cross Attention(2024)5 cited