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Peng Xie

3 accepted papers

2025

Chain of Attack: On the Robustness of Vision-Language Models Against Transfer-Based Adversarial Attacks

CVPR 2025poster

Pre-trained vision-language models (VLMs) have showcased remarkable performance in image and natural language understanding, such as image captioning and response generation. As the practical applications of VLMs become increasingly widespread, their potential safety and robustness issues raise conc…

2025

Developing a Multilingual Dataset and Evaluation Metrics for Code-Switching: A Focus on Hong Kong's Polylingual Dynamics

ICASSP 2025accepted

The existing audio datasets are predominantly tailored towards single languages, overlooking the complex linguistic behaviors of multilingual communities that engage in code-switching. This practice, where individuals frequently mix two or more languages in their daily interactions, is particularly…

Cited by 0SourceScholar
2025

SwitchLingua: The First Large-Scale Multilingual and Multi-Ethnic Code-Switching Dataset

NeurIPS 2025poster

Code-switching (CS) is the alternating use of two or more languages within a conversation or utterance, often influenced by social context and speaker identity. This linguistic phenomenon poses challenges for Automatic Speech Recognition (ASR) systems, which are typically designed for a single langu…

Cited by 0SourcecodeScholar