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cs.CL2025
Layer-Wise Perturbations via Sparse Autoencoders for Adversarial Text Generation
Huizhen Shu, Xuying Li, Qirui Wang +3
With the rapid proliferation of Natural Language Processing (NLP), especially Large Language Models (LLMs), generating adversarial examples to jailbreak LLMs remains a key challeng…
cs.CL2025
Spatial Speech Translation: Translating Across Space With Binaural Hearables
Tuochao Chen, Qirui Wang, Runlin He +1
Imagine being in a crowded space where people speak a different language and having hearables that transform the auditory space into your native language, while preserving the spat…