2 papers
cs.CV2026
Representation Dynamics Reveal Semantic Saliency and Similarity for Visual Token Pruning in MLLMs
Weixuan Li, Zikun Zhou, Xinyi Zhuang +4
Multimodal large language models (MLLMs) incur high inference latency from long visual token sequences. Existing pruning methods commonly use attention maps or output features to e…
cs.GT2026
Joint Communication and Computation Scheduling for MEC-enabled AIGC Services: A Game-Theoretic Stochastic Learning Approach
Huaizhe Liu, Xinyi Zhuang, Jiaqi Wu +3
Artificial Intelligence Generated Content (AIGC) powered by Generative Diffusion Models (GDMs) has emerged as a transformative paradigm for automated content creation. To satisfy t…