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cs.LG2026
FastAV: Efficient Token Pruning for Audio-Visual Large Language Model Inference
Chaeyoung Jung, Youngjoon Jang, Seungwoo Lee +1
In this work, we present FastAV, the first token pruning framework tailored for audio-visual large language models (AV-LLMs). While token pruning has been actively explored in stan…
cs.LG2026
FEATHer: Fourier-Efficient Adaptive Temporal Hierarchy Forecaster for Time-Series Forecasting
Jaehoon Lee, Seungwoo Lee, Younghwi Kim +2
Time-series forecasting is fundamental in industrial domains like manufacturing and smart factories. As systems evolve toward automation, models must operate on edge devices (e.g.,…