Work Experience

• 2023.   9. 1. ~ 현재 : 동덕여자대학교 데이터사이언스전공, 조교수
• 2023. 10. 1. ~ 2025. 2. 28. : 동덕여자대학교 SW 융합교육센터, 부센터장
• 2021.   9. 1. ~ 2023. 8. 31. : 동양미래대학교 인공지능소프트웨어학과, 조교수
• 2019. 10. 1. ~ 2021. 8. 31. : 삼성전자 네트워크사업부, 선임연구원
• 2018.   3. 1. ~ 2019. 9. 30. : 국방과학연구소, 선임연구원

Activities

• Program Committee Member of the 34th ACM Multimedia, Rio de Janeiro, Brazil, 2026. 11. 10. – 2026. 11. 14.
• Associate Editor, Journal of Multimedia Information System (JMIS), 2025. 3. ~ Present
• 한국멀티미디어학회 제20대 운영조직이사(영문논문지), 2025. 3. ~ Present
• 한국멀티미디어학회 제19대 일반이사(국제협력분과), 2024. 6. 1. ~ 2024. 12. 31.
• 한국컴퓨터정보학회 제16대 이사(학계), 2026. 3. 1. ~ 2028. 2. 29.
• 한국컴퓨터정보학회 제16대 연구윤리위원, 2026. 3. 1. ~ 2028. 2. 29.
• 한국컴퓨터정보학회 제16대 논문지 편집위원, 2026. 3. 1. ~ 2028. 2. 29.
• 한국컴퓨터정보학회 제15대 이사(학계), 2024. 3. 1. ~ 2026. 2. 28.
• 한국컴퓨터정보학회 제15대 논문지 편집위원, 2024. 3. 1. ~ 2026. 2. 28.
• 한국컴퓨터정보학회 제15대 학술분과위원회 인공지능 분과위원, 2024. 3. 1. ~ 2026. 2. 28.
• 구로구 4차산업혁명 자문위원회 위원, 2022. 9. 26. ~ 2024. 9. 25.

Honors and Awards

• Exceptional Reviewer Award, Symmetry (MDPI), 2025. 11. 28.
• Outstanding Teaching Award, Dongduk Women's University, 2024. 8. 30.
• IEEE Image, Video, and Multidimensional Signal Processing Technical Committee Workshop 2013 Volunteer Award, 2013. 6. 12.
• IEEE Broadcast Technology Society 2012 Volunteer Award, 2012. 6. 27.

International Journals

• K. Lee, B. Kwon, and S. Lee, "Camera Trajectory Planning in Immersive 3-D Human Motion-Based Entertainment Contents," IEEE Access, vol. 14, pp. 50779-50790, Mar. 2026.
• Beom Kwon, Hyeongyong Lim, Jaedon Park, and Eonsu Noh, "Machine Learning-Based Path Loss Prediction With Novel Diffraction and Morphology Features," IEEE Antennas and Wireless Propagation Letters, vol. 24, no. 7, pp. 2004-2008, Jul. 2025.
• Hyewon Song and Beom Kwon, "Facial Animation Strategies for Improved Emotional Expression in Virtual Reality," Electronics, vol. 13, no. 13, Jul. 2024, Article Number: 2601.
• Beom Kwon and Hyukmin Son, "Accurate Path Loss Prediction Based on Neural Network Ensemble," Sensors, vol. 24, no. 1, Jan. 2024, Article Number: 304.
• Hyukmin Son and Beom Kwon, "RIS-Assisted Cooperative Time-Division Multiple Access," Sensors, vol. 24, no. 1, Dec. 2023, Article Number: 178.
• Jinwoo Kim, Beom Kwon, Jongyoo Kim, and Sanghoon Lee, "MNET++: Music-Driven Pluralistic Dancing Toward Multiple Dance Genre Synthesis," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol 45, no. 12, pp. 15036-15050, Dec. 2023.
• Beom Kwon and Taewan Kim, "Toward an Online Continual Learning Architecture for Intrusion Detection of Video Surveillance," IEEE Access, vol. 10, pp. 89732-89744, Aug. 2022.
• Beom Kwon, Jungwoo Huh, Kyoungoh Lee, and Sanghoon Lee, "Optimal Camera Point Selection Toward the Most Preferable View of 3-D Human Pose," IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 52, no. 1, pp. 533-553, Jan. 2022.
• Beom Kwon and Sanghoon Lee, "Joint Swing Energy for Skeleton-Based Gender Classification," IEEE Access, vol. 9, pp. 28334-28348, Feb. 2021.
• Beom Kwon and Sanghoon Lee, "Ensemble Learning for Skeleton-Based Body Mass Index Classification," Applied Sciences, vol. 10, no. 21, Nov. 2020, Article Number: 7812.
• Hyewon Song, Beom Kwon, Hoon Yoo, and Sanghoon Lee, "Partial Gated Feedback Recurrent Neural Network for Data Compression Type Classification," IEEE Access, vol. 8, pp. 151426-151436, Aug. 2020.
• Beom Kwon and Sanghoon Lee, "Human Skeleton Data Augmentation for Person Identification over Deep Neural Network," Applied Sciences, vol. 10, no. 14, July 2020, Article Number: 4849.
• Beom Kwon, Myongsik Gong, and Sanghoon Lee, "EDA-78: A Novel Error Detection Algorithm for Lempel-Ziv-78 Compressed Data," Wireless Personal Communications, vol. 111, pp. 2177-2189, Apr. 2020.
• Beom Kwon, Hyewon Song, and Sanghoon Lee, "Accurate Blind Lempel-Ziv-77 Parameter Estimation via 1-D to 2-D Data Conversion Over Convolutional Neural Network," IEEE Access, vol. 8, pp. 43965-43979, Mar. 2020.
• Beom Kwon and Sanghoon Lee, "Error Detection Algorithm for Lempel-Ziv-77 Compressed Data," Journal of Communications and Networks, vol. 21, no. 2, pp. 100-112, Apr. 2019.
• Beom Kwon and Sanghoon Lee, "Cross-Antenna Interference Cancellation and Channel Estimation for MISO-FBMC/QAM-Based eMBMS," Wireless Networks, vol. 24, pp. 3281-3293, Nov. 2018.
• Kyoungoh Lee, Beom Kwon, Jiwoo Kang, Suwoong Heo, and Sanghoon Lee, "Optimal Flow Rate Control for SDN-Based Naval Systems," IEEE Transactions on Aerospace and Electronic Systems, vol. 53, no. 6, pp. 2690-2705, Dec. 2017.
• Beom Kwon and Sanghoon Lee, "Effective Interference Nulling Virtual MIMO Broadcasting Transceiver for Multiple Relaying," IEEE Access, vol. 5, pp. 20695-20706, Oct. 2017.
• Beom Kwon, Seonghyun Kim, and Sanghoon Lee, "Scattered Reference Symbol-Based Channel Estimation and Equalization for FBMC-QAM Systems," IEEE Transactions on Communications, vol. 65, no. 8, pp. 3522-3537, Aug. 2017.
• Beom Kwon, Junghwan Kim, Kyoungoh Lee, Yang Koo Lee, Sangjoon Park, and Sanghoon Lee, "Implementation of a Virtual Training Simulator Based on 360° Multi-View Human Action Recognition," IEEE Access, vol. 5, pp. 12496-12511, Jul. 2017. [Video]
• Hojae Lee, Beom Kwon, Donghyun Jeon, Seonghyun Kim, and Sanghoon Lee, "Mutual Interference Analysis of FBMC-Based Return Channel for Bidirectional T-DMB System," IEEE Transactions on Vehicular Technology, vol. 66, no. 5, pp. 3829-3842, May 2017.
• Beom Kwon, Myongsik Gong, and Sanghoon Lee, "Novel Error Detection Algorithm for LZSS Compressed Data," IEEE Access, vol. 5, pp. 8940-8947, May 2017.
• Beom Kwon, Seonghyun Kim, Donghyun Jeon, and Sanghoon Lee, "Iterative Interference Cancellation and Channel Estimation in Evolved Multimedia Broadcast Multicast System Using Filter-Bank Multicarrier-Quadrature Amplitude Modulation," IEEE Transactions on Broadcasting, vol. 62, no. 4, pp. 864-875, Dec. 2016.
• Donghyun Jeon, Seonghyun Kim, Beom Kwon, Hojae Lee, and Sanghoon Lee, "Prototype Filter Design for QAM-Based Filter Bank Multicarrier System," Digital Signal Processing, vol. 57, pp. 66-78, Oct. 2016.
• Hojae Lee, Beom Kwon, Seonghyun Kim, Inwoong Lee, and Sanghoon Lee, "Theoretical-Analysis-Based Distributed Load Balancing Over Dynamic Overlay Clustering," IEEE Transactions on Vehicular Technology, vol. 65, no. 8, pp. 6532-6546, Aug. 2016.
• Inwoong Lee, Seonghyun Kim, Hojae Lee, Beom Kwon, Sanghoon Lee, and Keeseong Cho, "Optimal Beam Steering for Maximal Visual Quality Over a Multimedia Broadcasting System," IEEE Transactions on Broadcasting, vol. 62, no.1, pp. 35-45, Mar. 2016.
• Beom Kwon, Jongrok Park, and Sanghoon Lee, "Virtual MIMO Broadcasting Transceiver Design for Multi-Hop Relay Networks," Digital Signal Processing, vol. 46, pp. 97-107, Nov. 2015.
• Beom Kwon, Seonghyun Kim, Hojae Lee, and Sanghoon Lee, "A Downlink Power Control Algorithm for Long-Term Energy Efficiency of Small Cell Network," Wireless Networks, vol. 21, pp. 2223-2236, Oct. 2015.
• Beom Kwon, Jongrok Park, and Sanghoon Lee, "A Target Position Decision Algorithm Based on Analysis of Path Departure for an Autonomous Path Keeping System," Wireless Personal Communications, vol. 83, pp. 1843-1865, Aug. 2015.
• Sungjin Lee, Beom Kwon, Sanghoon Lee, and Alan Conrad Bovik, "BUCKET: Scheduling of Solar-Powered Sensor Networks via Cross-Layer Optimization," IEEE Sensors Journal, vol. 15, no. 3, pp. 1489-1503, Mar. 2015.
• Sungjin Lee, Beom Kwon, and Sanghoon Lee, "Joint Energy Management System of Electric Supply and Demand in Houses and Buildings," IEEE Transactions on Power Systems, vol. 29, no.6, pp. 2804-2812, Nov. 2014.

International Conferences

• 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.
• 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.

International Patents

• Sanghoon Lee, Beom Kwon, Seonghyun Kim, Jungshin Park, Hojae Lee
  Method and apparatus for traffic load balancing in mobile communication system
  US 10,271,242 B2, Apr. 23, 2019.
• Seonghyun Kim, Beom Kwon, Sanghoon Lee, Hojae Lee, Taeyoung Kim
  Method and apparatus for channel estimation and equalization in QAM-FBMC system
  US 9,866,410 B2, Jan. 9, 2018.
• Jung-Shin Park, Sang-Hoon Lee, Beom Kwon, Seong-hyun Kim, Sang-Hoon Lee, Ho-Jae Lee
  Method and apparatus for acquiring synchronization between base stations in mobile communication system with distributed cell structure
  US 9,516,618 B2, Dec. 6, 2016.