QuantKAN: A Unified Quantization Framework for Kolmogorov Arnold Networks

Kazi Ahmed Asif Fuad, Lizhong Chen

Kolmogorov--Arnold Networks (KANs) replace linear weights with spline-based functions, offering strong expressivity but posing challenges for low-precision deployment due to hetero…