一作ICML 2026Poster· Deep Learning / Robustness
Semantic Robustness Certification for Vision-Language Models
Peiyu Yang · Paul MONTAGUE · Feng Liu · Andrew C. Cullen · Amar Kaur · Christopher Leckie · Sarah Erfani
多模态OpenReview
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Peiyu Yang · Paul MONTAGUE · Feng Liu · Andrew C. Cullen · Amar Kaur · Christopher Leckie · Sarah Erfani
Peiyu Yang · NAVEED AKHTAR · Jiantong Jiang · Ajmal Mian
Jiantong Jiang · Peiyu Yang · Rui Zhang · Feng Liu
Despite the rapid advancements of large language models (LLMs), LLM serving systems remain memory-intensive and costly. The key-value (KV) cache, which stores KV tensors during autoregressive decoding, is crucial for enabling low-latency, high-throughput LLM inference serving. In this survey, we...