2026

  1. Tesfahunegn Minwuyelet Mengistu et al., RL against Jamming, ICMIC’2026 (ACK: BISTEP, ITRC/Cloud)
  2. Lingxiao Zhou, Yang Zhou, Taewoon Kim, “Constraint-aware service placement for privacy-preserving edge computing using safe reinforcement learning,” 한국통신학회 하계종합학술발표회(KICS Summer Conference), 2026.06.17~19, 제주도, 대한민국 (ACK: ITRC/Cloud, BISTEP). oral
  3. Avilia Kusumaputeri Nugroho, Taewoon Kim, “Dynamic document placement optimization for edge-based retrieval-augmented generation,” 한국통신학회 하계종합학술발표회(KICS Summer Conference), 2026.06.17~19, 제주도, 대한민국 (ACK: ITRC/AIoT, AI대학원). poster
  4. 윤동희, 김태운, “장기 시계열 예측을 위한 기저 합성 기반의 경량화 딥러닝 모델 연구,” 한국통신학회 하계종합학술발표회(KICS Summer Conference), 2026.06.17~19, 제주도, 대한민국 (ACK: ITRC/AIoT, AI대학원). poster
  5. 장인성, 김태운, “저사양 임베디드 시스템에서 동작하는 FFT 기반 WiFi CSI 진폭 변화량을 이용한 재실 탐지,” 한국통신학회 하계종합학술발표회(KICS Summer Conference), 2026.06.17~19, 제주도, 대한민국 (ACK: ITRC/AIoT, AI대학원). poster
  6. Yang Zhou, Lingxiao Zhou, Taewoon Kim, “Design and implementation of an intelligent security management platform for private clouds: A two-phase approach,” 한국통신학회 하계종합학술발표회(KICS Summer Conference), 2026.06.17~19, 제주도, 대한민국 (ACK: ITRC/Cloud, BISTEP). oral
  7. Tesfahunegn Minwuyelet Mengistu, Taewoon Kim, “Machine learning for physical layer wireless communications: Models, metrics, and future directions,” 한국통신학회 하계종합학술발표회(KICS Summer Conference), 2026.06.17~19, 제주도, 대한민국 (ACK: ITRC/Cloud, BISTEP). poster

2025

  1. Avilia Kusumaputeri Nugroho, Insung Jang and Hyeoncheol Do, Seontae Yoon (LG Electronics, South Korea), Taewoon Kim, “Practical and Data-Driven Approaches to State Estimation for Indoor Occupants by Using Radio Signal Strength,” (short paper), ICMU’25 (The 15th International Conference on Mobile Computing and Ubiquitous Networking), Sept. 10-12, 2025, Busan, South Korea. (doi) (ACK : ITRC/AIoT, AI대학원) - 구두 발표
  2. Yang Zhou, Lingxiao Zhou, Taewoon Kim, “Machine Learning-Based Response Time Prediction and Dynamic Load Balancing Optimization for Private Cloud,” ICMU’25 (The 15th International Conference on Mobile Computing and Ubiquitous Networking), Sept. 10-12, 2025, Busan, South Korea. (doi) (ACK: ITRC/AIoT, AI대학원) - 포스터 발표
  3. Tesfahunegn Minwuyelet Mengistu and Taewoon Kim, “Optimizing Federated Learning on Non-IID Data with Cosine Similarity-Driven Client Selection and Retraining,” ICMIC 2025, August 27-30, 2025, Cebu, Philippines. (doi) (ACK: ITRC/AI대학원, ITRC/AIoT)
  4. 박동진, 김태운*, “대용량 멀티미디어 데이터의 안정적이고 효율적인 전송을 위한 네트워크 전송 프로토콜 개발,” 한국멀티미디어학회 춘계학술발표대회, 2025/5/8~10, 중앙대학교 백주년 기념관. (ACK: AI대학원, ITRC/AIoT) [우수논문]

~2024

  1. 이강빈, 장진영, 강수민, 김태운*, "응답 시간 기반의 EDoS 공격 대응 기법 연구," UCWIT 2024, Nov. 22-23, 2024, 국립금오공과대학교 (경북 구미), 한국정보과학회(영남지부)
  2. 도현철, 김태운*, "주행 기록 및 패턴 기반의 자율 주행 에이전트 분류 딥 러닝 모델 개발," UCWIT 2024, Nov. 22-23, 2024, 국립금오공과대학교 (경북 구미), 한국정보과학회(영남지부)
  3. Aravindh Balaraman and Taewoon Kim, "Optimization of Downlink NOMA-OMA Switching for Urban Vehicular Cellular Networks,"The 10th International Conference on Next Generation Computing (ICNGC 2024), Nov. 20`23, 2024, Clark, Philippines. [Best Paper Award]
  4. Avilia Kusumaputeri Nugroho, Min Sang Yoon, Taewoon Kim*, "Reinforcement Learning-Based Optimal Task Offloading for Multi-Tier Cloud-Edge Computing System," The 3rd International Conference on Mobile, Military, and Maritime IT Convergence (ICMIC'24), August 7-9, 2024, Kuala Lumpur, Malaysia.
  5. K. Takahashi, C. Guanzhou, M. Mikogami, Y. Ichimura, S. Shioda*, Taewoon Kim, "Performance Analysis of Slotted ALOHA Schemes for Massive Machine Type Communications," International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP 2024), 17-19 July 2024, Rome, Italy.