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20242026
most citedLeakAgent: RL-based Red-teaming Agent for LLM Privacy Leakage

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cs.CL2026

Nemotron-Labs-Diffusion: A Tri-Mode Language Model Unifying Autoregressive, Diffusion, and Self-Speculation Decoding

Yonggan Fu, Lexington Whalen, Abhinav Garg +23

We introduce Nemotron-Labs-Diffusion, a tri-mode language model (LM) that unifies AR, diffusion, and self-speculation decoding within a single architecture. Trained with a joint AR…

cs.CL2026

Now You Hear Me: Audio Narrative Attacks Against Large Audio-Language Models

Ye Yu, Haibo Jin, Yaoning Yu +2

Large audio-language models increasingly operate on raw speech inputs, enabling more seamless integration across domains such as voice assistants, education, and clinical triage. T…