FLAG: An FPGA-Based System for Low-Latency GNN Inference Service Using Vector Quantization. - Yunki Han; Taehwan Kim 011; Jiwan Kim; Seohye Ha; Lee-Sup Kim (DAC, 2025)

SAFF: Scalable Acceleration of GNN-based Machine Learning Force Fields using Tensor-Aware Hardware for Molecular Simulation. - Seohye Ha; Yunki Han; Taehwan Kim 011; Jiwan Kim; Junyoung Park; Gunhee Park; Lee-Sup Kim (ICCAD, 2025)

EOD: Enabling Low Latency GNN Inference via Near-Memory Concatenate Aggregation. - Taehwan Kim 011; Yunki Han; Seohye Ha; Jiwan Kim; Lee-Sup Kim (ISCA, 2025)