Publications

Accelerating Transformers with Fourier-Based Attention for Efficient On-Device Inference

Hyeonjin Jo, Chaerin Sim, Jaewoo Park, Jongeun Lee

Hyperdimensional Computing as a Rescue for Efficient Privacy-Preserving Machine Learning-as-a-Service

Jaewoo Park, Chenghao Quan, Hyungon Moon, Jongeun Lee

NTT-PIM: Row-Centric Architecture and Mapping for Efficient Number-Theoretic Transform on PIM

Jaewoo Park, Sugil Lee, Jongeun Lee

Squeezing Accumulators in Binary Neural Networks for Extremely Resource-Constrained Applications

Azat Azamat, Jaewoo Park, Jongeun Lee

Centered Symmetric Quantization for Hardware-Efficient Low-Bit Neural Networks

Faaiz Asim*, Jaewoo Park*, Jongeun Lee, Azat Azamat (* For equal contribution)