Yu Qin
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The paper introduces MyPhoneBench, a new framework that demonstrates that current phone-use agents often fail to respect user privacy, even when successfully completing simple tasks, primarily due to unnecessary data disclosure.
This paper demonstrates a software-only attack chain on EPYC Milan that extracts the hardware root seed, thereby undermining the security guarantees of AMD's SEV-SNP by allowing the forging of valid attestation reports.
DigenRL is a disaggregated RL framework for diffusion-based generative LLMs that achieves 1.56-2.10x throughput improvements over state-of-the-art diffusion RL systems.
This paper introduces CineCap, a framework for cinematographic captioning using structured reasoning, spatio-temporal anchors, and reinforcement learning.
Papers
Accelerating Disaggregated RL for Visual Generative LLMs with Diffusion-Based Parallelism and Trainer-Assisted Generation
Sijie Wang, Zhengyu Qing, Zhiqiang Tan, Yiming Yin +5 more
DigenRL is a disaggregated RL framework for diffusion-based generative LLMs that achieves 1.56-2.10x throughput improvements over state-of-the-art diffusion RL systems.