2026
- Avilia Kusumaputeri Nugroho et al., "Optimization-guided Reinforcement Learning Approach for Efficient Microservice Deployment in Edge Computing Environments,” IEEE Transactions on Emerging Topics in Computing, to appear. (ISSN: 2168-6750) (doi) [
SCIE IF 4.8, Top 30.08% (JCR 2025)] [ACK 대만 + ITRC/Cloud]
- Tesfahunegn Minwuyelet Mengistu, K.M. Faisal, Wooyeol Choi, Taewoon Kim*, “Natural Language Processing at the Crossroads: Integrating Federated and Reinforcement Learning for Emerging Intelligent Systems,” Elsevier Computer Science Review, vol. 62, Nov(11). 2026. (ISSN: 1574-0137**)** (doi) [
SCIE IF 17.5, Top 0.75% (JCR 2025)] [ACK AI대학원, ITRC/AIoT] (Available online: 2026-06-08)
- 윤동희, 박동진, 차효원, 서황동, 김태운*, “잔여 수명 기반 교체 전략 강화 및 그룹별 균형 유지보수를 고려한 전력 설비 유지보수 최적화,” 한국차세대컴퓨팅학회 논문지, accepted (2026.10 출간 예정). [
ACK: BISTEP, ITRC/Cloud] (APC: BISTEP)
- 심영찬, 윤동희, 김태운*, “DQN의 성능 향상을 위한 경험 재생 버퍼링 및 보상 조정 기법의 조합 효과 분석,” 한국차세대컴퓨팅학회 논문지, 2026.08. [
ACK: AI대학원, ITRC/Cloud] (APC: ITRC/Cloud)
- 조우 링샤오, 박동진, 차효원, 서황동, 김태운*, “대규모 전력 설비 유지보수 전략 최적화를 위한 SOS1 구조 인지형 반복 라운딩 휴리스틱,” 한국차세대컴퓨팅학회 논문지, vol. 22, no. 3, pp. 35-56, 2026.06. (doi) (pISSN: 1975-681X) (doi) [
ACK BISTEP, ITRC/AIoT]
- Tesfahunegn Minwuyelet Mengistu, K M Faisal, Taewoon Kim, Arif Ullah, Wooyeol Choi*, “Learning-based approaches for wireless PHY layers from the perspective of conventional machine learning to foundation models: A comprehensive survey,” Elsevier Computer Science Review, vol. 60, May(5) 2026. (ISSN: 1574-0137**)** (doi) [
SCIE IF 17.5, Top 0.75% (JCR 2025)] [ACK AI대학원, ITRC/AIoT] (Available online: 2025.12)
- Avilia Kusumaputeri Nugroho, Donghee Yun, Jenn-Wei Lin, and Taewoon Kim*, “Joint Optimization of Gateway Placement, Resource Configuration, and Uplink Scheduling for LoRaWAN Bridge Health Monitoring,” IEEE Access, vol. 14, pp. 53760-53798, Apr.(4) 2026. (ISSN: 2169-3536) (doi) [
SCIE IF 4.2, Top 33.60% (JCR 2025)] [ ACK BISTEP, ITRC/Cloud]
- 장인성, 송세연, 송현경, 김태운*, “멀티모달 AI를 이용한 노인복지시설 낙상사고 실시간 모니터링,” 한국차세대컴퓨팅학회 논문지, vol. 22, no. 2, pp. 43-54, 2026.04. (pISSN: 1975-681X) (doi) [
KCI 2024, Top 57.14%] [ACK ITRC/AIoT, AI대학원]
2025
- Chen Guanzhou, Kouki Takahashi, Mai Mikogami, Yuki Ichimura, Takeshi Hirai, Taewoon Kim, Shigeo Shioda*, “Performance Analysis of Hybrid Scheme of Slotted ALOHA and PD-NOMA for Massive Machine-Type Communications,” IET Networks, vol. 14, no. 1, pp. 1-8, 21 July 2025. (doi) (pISSN: 2047-4954). [
E-SCI IF 1.4 (JCR 2024), SCI][Scopus (2024): Top 21.88%] [ACK None]
- Chi Yeong Heo, Jun Seo, Yonggang Kim, Yohan Kim, Taewoon Kim*, "Estimated Tardiness-based Reinforcement Learning Solution to Repeatable Job-Shop Scheduling Problems," Processes, vol 13, no. 1, pp. 1-33, 2025. (doi) (Available online: Dec. 2024). [SCIE: IF 2.8, Top 51.7% (JCR 2024)] [
ACK AI대학원, ITRC/Cloud]
~2024
- Aravindh Balaraman, Shigeo Shioda,Yonggang Kim,Yohan Kim, and Taewoon Kim*, "Efficient User Pairing and Resource Optimization for NOMA-OMA Switching Enabled Dynamic Urban Vehicular Networks," Electronics, vol 12, no. 23, pp. 1-25, Dec. 7, 2024. [SCIE, IF: 2.6 (JCR 2024)]
- Tesfahunegn Minwuyelet Mengistu, Jenn-Wei Lin*, Po-Hsien Kuo, and Taewoon Kim, "Optimal Model Transfer and Dynamic Parameter Server Selection for Efficient Federated Learning in IoT-Edge Systems with Non-IID Data, IEEE Access," vol. 12, pp. 157954-157974. [SCIE, IF: 3.6 (JCR 2024)]
- Junyoung Kim, Uhyeong Jo, Taewoon Kim*, Soyi Jung*, and Joongheon Kim*, Sensing-to-Sky Intermittent Connectivity Realization for LTE-Enabled Drone Platforms: Embedded Design, Measurement Study, and Positioning Applications, IEEE Access, vol. 12, pp. 137360-137382, Sept. 2024. [SCIE, IF: 3.6 (JCR 2024)]
- Avilia Kusumaputeri Nugroho and Taewoon Kim*, "Traffic-aware intelligent association and task offloading for multi-access edge computing," Electronics, vol. 13, no. 16, pp. 1-24, Aug. 2024. [SCIE, IF: 2.6 (JCR 2024)]
- 천주희, 장은서, 장인성, 정희영, 김형철, 김태운*, "머신러닝 기반 다중운집 인파 밀집도 예측 및 실시간 위치 추적 시스템 개발," 한국차세대컴퓨팅학회 논문지, vol. 20, no. 2, pp. 39-55, Apr. 19, 2024. [KCI]
- Minsung Kim, Byung Il Kwak, Jong-Uk Hou and Taewoon Kim*, "Robust long-term vehicle trajectory prediction using link projection and situation-aware Transformer," Sensors, vol. 24, no. 8, pp. 1-17, Apr. 9, 2024. (doi) [SCIE, IF: 3.5 (JCR 2024)]
- 장인성, 정희영, 김태운*, "저비용 드론을 이용한 딥러닝 기반 콘크리트 건축물 안전진단 자동화 시스템," 한국차세대컴퓨팅학회 논문지, vol. 20, no. 1, pp. 94-113, Feb. 19, 2024. [KCI]