← Search

Linxi Xie

2 accepted papers

2025

ImageGem: In-the-wild Generative Image Interaction Dataset for Generative Model Personalization

ICCV 2025poster

We introduce ImageGem, a dataset for studying generative models that understand fine-grained individual preferences. We posit that a key challenge hindering the development of such a generative model is the lack of in-the-wild and fine-grained user preference annotations. Our dataset features real-w…

2025

Reveal and Release: Iterative LLM Unlearning with Self-generated Data

EMNLP 2025

Large language model (LLM) unlearning has demonstrated effectiveness in removing the influence of undesirable data (also known as forget data). Existing approaches typically assume full access to the forget dataset, overlooking two key challenges: (1) Forget data is often privacy-sensitive, rare, or

Cited by 0SourcePDFScholar