Hessian-Based Parameter Quantization Method for BERT. - Woohong Byun; Saibal Mukhopadhyay (MWSCAS, 2023)

Hardware-friendly Hessian-driven Row-wise Quantization and FPGA Acceleration for Transformer-based Models. - Woohong Byun; Jongseok Woo; Saibal Mukhopadhyay (ISLPED, 2024)

Hessian-Aware KV Cache Quantization for LLMs. - Woohong Byun; Jongseok Woo; Saibal Mukhopadhyay (MWSCAS, 2024)

FPGA Acceleration With Hessian-Based Comprehensive Intra-Layer Mixed-Precision Quantization for Transformer Models. - Woohong Byun; Jongseok Woo; Saibal Mukhopadhyay (IEEE Access, 2025)