International Conferences

Hansol Jeong and Beom Kwon

Hybrid Feature Fusion for Binary Anger Recognition in Small-Scale Facial Expression Datasets

in Proc. Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Hanoi, Vietnam, 9-12, Nov. 2026. Under Review.

Ji Dam Lee and Beom Kwon

A Data-Centric CVAE Framework for Emotion-Aware Facial Expression Image Generation

in Proc. Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Hanoi, Vietnam, 9-12, Nov. 2026. Under Review.

Heesun Jo, Hyo Won Choi, and Beom Kwon, 

Enhancing Facial Emotion Recognition through Multi-Source CNN Ensembles

in Proc. Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Hanoi, Vietnam, 9-12, Nov. 2026. Under Review [Code]

Beom Kwon

Data Augmentation Using Convolutional Autoencoder for Facial Emotion Recognition

in Proc. 24th International Conference on Electronics, Information, and Communication (ICEIC), Osaka, Japan, 19-22, Jan. 2025, pp. 1-4. [Code]

Beom Kwon

An Ensemble Learning Approach for Emotion Recognition from Gait

in Proc. 10th Anniversary Korea-Japan Joint Workshop on Complex Communication Sciences (KJCCS), Beppu, Japan, 29-31, Jan. 2024, pp. 1-4.

Hyewon Song, Beom Kwon, Seongmin Lee, and Sanghoon Lee

Dictionary Based Compression Type Classification Using a CNN Architecture

in Proc. 11th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Lanzhou, China, 18-21, Nov. 2019, pp. 245-248.

Beom Kwon, Myongsik Gong, Jungwoo Huh, and Sanghoon Lee

Identification and Restoration of LZ77 Compressed Data Using a Machine Learning Approach

in Proc. 10th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Honolulu, HI, USA, 12-15, Nov. 2018, pp. 1787-1790.

Beom Kwon, Myongsik Gong, and Sanghoon Lee

Machine Learning-Based Compression Detection

in Proc. 32nd International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), Busan, Republic of Korea, 2-5, July 2017, pp. 164-165.

Beom Kwon, Junghwan Kim, and Sanghoon Lee

An Enhanced Multi-View Human Action Recognition System for Virtual Training Simulator

in Proc. 8th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Jeju, Republic of Korea, 13-16 Dec. 2016, pp. 1-4.

Beom Kwon, Doyoung Kim, Junghwan Kim, Inwoong Lee, Jongyoo Kim, Heeseok Oh, Haksub Kim, and Sanghoon Lee

Implementation of Human Action Recognition System Using Multiple Kinect Sensors

in Proc. 16th Pacific-Rim Conference on Multimedia (PCM), Gwangju, Republic of Korea, 16-18, Sep. 2015, pp. 334-343.

Hojae Lee, Beom Kwon, Seonghyun Kim, Inwoong Lee, and Sanghoon Lee

Combinatorial JPT Based on Orthogonal Beamforming for Two-Cell Cooperation

in Proc. 33rd IEEE International Performance Computing and Communications Conference (IPCCC), Austin, TX, USA, 5-7, Dec. 2014, pp. 1-2.

Seonghyun Kim, Hojae Lee, Beom Kwon, Inwoong Lee, and Sanghoon Lee

Optimal Phase Control for Joint Transmission and Reception with Beamforming

in Proc. 33rd IEEE International Performance Computing and Communications Conference (IPCCC), Austin, TX, USA, 5-7, Dec. 2014, pp. 1-2.