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Fangwen Mu

2 accepted papers

2025

Vulnerability of Text-to-Image Models to Prompt Template Stealing: A Differential Evolution Approach

ACL 2025finding

Prompt trading has emerged as a significant intellectual property concern in recent years, where vendors entice users by showcasing sample images before selling prompt templates that can generate similar images. This work investigates a critical security vulnerability: attackers can steal prompt tem…

2022

MuiDial: Improving Dialogue Disentanglement with Intent-Based Mutual Learning

IJCAI 2022poster

The main goal of dialogue disentanglement is to separate the mixed utterances from a chat slice into independent dialogues. Existing models often utilize either an utterance-to-utterance (U2U) prediction to determine whether two utterances that have the “reply-to” relationship belong to one dialogue…

Cited by 2SourcePDFScholar