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       <h2>Publication</h2>
       <div class="spacing"></div>
       <div>
+        <h3>2024</h3>
+            Giorgio Fabbro, Stefan Uhlich, Chieh-Hsin Lai, Woosung Choi, Marco Martínez-Ramírez, 
+            Weihsiang Liao, Igor Gadelha, Geraldo Ramos, Eddie Hsu, Hugo Rodrigues, Fabian-Robert 
+            Stöter, Alexandre Défossez, Yi Luo, Jianwei Yu, Dipam Chakraborty, Sharada Mohanty, 
+            Roman Solovyev, Alexander Stempkovskiy, Tatiana Habruseva, Nabarun Goswami, 
+            Tatsuya Harada, Minseok Kim, Jun Hyung Lee, Yuanliang Dong, Xinran Zhang, 
+            Jiafeng Liu, Yuki Mitsufuji "The Sound Demixing Challenge 2023 - Music Demixing Track
+            Transactions of the International Society for Music Information Retrieval TISMIR (2023)
+        <h3>2023</h3>
+        <li>
+            Minseok Kim, Jun Hyung Lee "Sound Demixing Challenge 2023 Music Demixing Track
+            Technical Report: TFC-TDF-UNetv3" arxiv (2023)
+        </li>
+        <li>
+            The Music Demixing Challenge sponsored by Sony: Minseok Kim and Jun Hyung Lee 
+            achieved 1st place on the Leaderboard B(Bleeding) and the 3rd place on the 
+            Leaderboard A (regular music source separation) 
+        </li>
+        <li>
+            오준석, 정순영 "소프트웨어 안정성 향상을 위한 티아이브 프로세스(TIV) 방법론 개발"
+            한국컴퓨터종합학술대회 KCC (2023)
+        </li>
+        <li>
+            오준석, 정순영 "텍스트 기반 대화형 인공지능 모델에서 생성된 코드의 소프트웨어 보안약점 분석"
+            한국컴퓨터종합학술대회 KCC (2023)
+        </li>
+        <li>
+            지윤호, 정순영 "조건부 GAN 기반 인공위성 이미지에서 지도 이미지로의 변환 방법"
+            한국컴퓨터종합학술대회 KCC (2023)
+        </li>
+        <li>
+            오준석, 정순영 "고신뢰 소프트웨어 개발을 위한 가장 위험한 소프트웨어 보안약점 예방 방법"
+            한국정보과확회 정보보안 및 고신뢰컴퓨팅 하계 워크샵 (2023)
+        </li>
+        <li>
+            오준석, 정순영 "텍스트 기반 대화형 인공지능 모델에서 생성된 코드의 소프트웨어 보안약점 분석"
+            한국컴퓨터종합학술대회 KCC (2023)
+        </li>
+        
+        <h3>2022</h3>
+        <li>
+            Woosung Choi, Yeong-seok Jeong, Jinsung Kim, Jaehwa Chung, Soonyoung Jung, Joshua Reiss
+            "Conditioned Source Separation by Attentively Aggregating Frequency Transformations with 
+            Self-Conditioning" Journal of the Audio Engineering Society (SCI) (2022)
+          </li>
+        <li>
+            고려대학교 지능공학 연구실LG AI Research 주최 "카메라 이미지 품질 향상 AI 경진대회" 6위 입상
+          </li>
+        <li>
+            정영석, 김진성, 이준형, 김민석, 정순영 "오디오 특징추출 방법에 따른 오디오 기반 산업 부품
+            이상치 탐지 성능 비교" 한국컴퓨터종합학술대회 KCC (2022)
+        </li>
+        <li>
+            지윤호, 정재영, 정순영 "이미지 전처리를 이용한 CNN 기반 모델들에서 해상 열화상 선박 이미지
+            분류 성능 비교" 한국컴퓨터종합학술대회 KCC (2022)
+        </li>
+        <li>
+            Yeong-Seok Jeong, Jinsung Kim, Woosung Choi, Jaehwa Chung, Soonyoung Jung "LightSAFT:
+            Lightweight Latent Source Aware Frequency Transform for Source Separation" International
+            Society for Music Information Retrieval Conference (ISMIR) 
+        </li>
+        <li>
+            Minseok Kim, Woosung Choi, Jaehwa Chung, Daewon Lee, Soonyoung Jung "KUIELab-MDX-Net A 
+            Two-Stream Neural Network for Music Demixing" International Society for Music Information
+            Retrieval Conference (ISMIR) 
+        </li>
+        <li>
+            Jinsung Kim, Yeong-Seok Jeong, Woosung Choi, Jaehwa Chung, Soonyoung Jung "Learning source-
+            aware representations of music in a discrete latent space" International Society for Music 
+            Information Retrieval Conference (ISMIR) 
+        </li>
+        <h3>2021</h3>
+        <li>
+            The Music Demixing Challenge sponsored by Sony: We achieved 2nd place on the 
+            Leaderboard A(trained on Musdb18) and the 3rd place on the Leaderboard B (trained 
+            on Musdb18 + any extra datasets)
+        </li>
+        <li>
+            Woonsung Choi, Minseok Kim, Marco A. Martinez Ramirez, Jaehwa Chung, Soonyoung Jung
+            "AMSS-Net: Audio Manipulation on User-Specified Sources with Textual Queries" 
+            (ACM Multimedia) (2021) 
+        </li>
+        <li>
+            Intelligence Engineering Lab 구강계질환 의료영상 인공지능 경진대회 2위 입상 (2021) 
+        </li>
+        <li>
+            Woosung Choi, Minseok Kim, Jaehwa Chung, Soonyoung Jung "LaSAFT: Latent Source Attentive
+            Frequency Transformation for Conditioned Souce Separation" IEEE International Conference
+            on Acoustics, Speech and Signal Processing (ICASSP) (2021)
+        </li>
+        <li>
+            Woosung Choi, Minseok Kim, Jaehwa Chung, Daewon Lee, Soonyoung Jung "Investigating 
+            U-Nets with various Intermediate Blocks for Spectrogram-based Singing Voice 
+            Separation" International Society for Music Information Retrieval Conference (ISMIR) 
+            (2021)
+          </li>
+        
+        <h3>2020</h3>
+        <li>
+            Woosung Choi, Soon-Young Jung, Jaehwa Chung, Kyeong-Seok Hyung and Kinam Park 
+            "Scalable Algorithms for Maximizing Spatiotemporal Range Sum and Range Sum
+            Change in Spatiotemporal Datasets" Electronics (SCIE) (2020)
+          </li>
+        <h3>2018</h3>
+        <li>
+            Hong-Jun Jang, Byoungwook Kim, and Soon-Young Jung "An Efficient Grid-
+            Based K-Prototypes Algorithm for Sustainable Decision-Making on Spatial
+            Objects" Sustainability (SSCI, SCIE) (2018)
+          </li>
         <h3>2014</h3>
         <li>
-            YoungHee Jung,Kinam Park,JeongMin Chae,SoonYoung Jung “UMLS Toolbox:
+            YoungHee Jung, Kinam Park, JeongMin Chae, SoonYoung Jung “UMLS Toolbox:
             TheHierarchical Navigation Toolwith Supproting theCustomization of
             Ontology” Advances in Computational Science and Engineering
             (SCOPUS), to appear (2014)