Jongseok Woo

IEEE Access, 2024

Modulation Recognition with Untrained Deep Neural Network for IoT and Mobile Applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE Radio and Wireless Symposium, 2024

A Hybrid Approach to Defend Against Adversarial Evasion Attacks.

[BibT_eX]

[DOI]

Proceedings of the 67th IEEE International Midwest Symposium on Circuits and Systems, 2024

Hessian-Aware KV Cache Quantization for LLMs.

[BibT_eX]

[DOI]

Woohong Byun

Proceedings of the 67th IEEE International Midwest Symposium on Circuits and Systems, 2024

Hardware-friendly Hessian-driven Row-wise Quantization and FPGA Acceleration for Transformer-based Models.

[BibT_eX]

[DOI]

Woohong Byun

Proceedings of the 29th ACM/IEEE International Symposium on Low Power Electronics and Design, 2024

Efficient Hardware Design of DNN for RF Signal Modulation Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

Enhancing IoT Security with a Hardware Accelerated Machine Learning Model coupling Autoencoder and Long-Short-Term-Memory for Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

A Hardware Accelerated Autoencoder for RF Communication Using Short-Time-Fourier- Transform Assisted Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

2023

On-Chip Acceleration of RF Signal Modulation Classification With Short-Time Fourier Transform and Convolutional Neural Network.

[BibT_eX]

[DOI]