Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective NAACL

Shenglai Zeng | Jiankun Zhang | Bingheng Li | Yuping Lin | Tianqi Zheng | Dante Everaert | Hanqing Lu | Hui Liu | Hui Liu | Yue Xing | Monica Xiao Cheng | Jiliang Tang |

Towards Context-Robust LLMs: A Gated Representation Fine-tuning Approach ACL

Shenglai Zeng | Pengfei He | Kai Guo | Tianqi Zheng | Hanqing Lu | Yue Xing | Hui Liu |

Beyond Text: Unveiling Privacy Vulnerabilities in Multi-modal Retrieval-Augmented Generation EMNLP

Jiankun Zhang | Shenglai Zeng | Jie Ren | Tianqi Zheng | Hui Liu | Xianfeng Tang | Hui Liu | Yi Chang |

Mitigating the Privacy Issues in Retrieval-Augmented Generation (RAG) via Pure Synthetic Data EMNLP

Shenglai Zeng | Jiankun Zhang | Pengfei He | Jie Ren | Tianqi Zheng | Hanqing Lu | Han Xu | Hui Liu | Yue Xing | Jiliang Tang |