作者位次 #3/4NeurIPS 2026Poster· Deep Learning / Attention Mechanisms
CommunityKV: Efficient Long-Context Decoding via Graph Partitioning
Joe McKenna · Anastasios Alexandridis · Nathan Susanj · Jing Liu
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Joe McKenna · Anastasios Alexandridis · Nathan Susanj · Jing Liu
Masao Someki · Chien-yu Huang · Siddhant Arora · Samuele Cornell · Markus Müller · Nathan Susanj · Rupak Vignesh Swaminathan · Grant Strimel · Jing Liu · Shinji Watanabe
Long-form audio understanding poses significant challenges for large audio language models (LALMs) due to the extreme length of audio sequences and the need to reason over heterogeneous acoustic cues distributed over time, such as speech content, speaker identity, emotion, and sound events. To ad...