| 2025 | AVSS | Few-shot Semantic Segmentation with Uncertainty-based Joint Prototypes. | Yumin Lim, Doyoung Park, Naresh Reddy Yarram, Minkyu Kim, Sunjin Kim, Seongho Joe, Youngjune Gwon, Jongwon Choi |
| 2025 | NAACL | Correcting Negative Bias in Large Language Models through Negative Attention Score Alignment. | Sangwon Yu, Jongyoon Song, Bongkyu Hwang, Hoyoung Kang, Sooah Cho, Junhwa Choi, Seongho Joe, Taehee Lee, Youngjune Gwon, Sungroh Yoon |
| 2024 | EACL | Entity-level Factual Adaptiveness of Fine-tuning based Abstractive Summarization Models. | Jongyoon Song, Nohil Park, Bongkyu Hwang, Jaewoong Yun, Seongho Joe, Youngjune Gwon, Sungroh Yoon |
| 2023 | ACL | Model Intrinsic Features of Fine-tuning based Text Summarization Models for Factual Consistency. | Jongyoon Song, Nohil Park, Bongkyu Hwang, Jaewoong Yun, Seongho Joe, Youngjune Gwon, Sungroh Yoon |
| 2023 | ECIR | Is Cross-Modal Information Retrieval Possible Without Training? | Hyunjin Choi, Hyunjae Lee, Seongho Joe, Youngjune Gwon |
| 2023 | ICIP | Document Change Detection With Hierarchical Patch Comparison. | Doyoung Park, Sunjin Kim, Minkyu Kim, Naresh Reddy Yarram, Seongho Joe, Youngjune Gwon, Jongwon Choi |
| 2022 | ICPR | ContraCluster: Learning to Classify without Labels by Contrastive Self-Supervision and Prototype-Based Semi-Supervision. | Seongho Joe, Byoungjip Kim, Hoyoung Kang, Kyoungwon Park, Bogun Kim, Jaeseon Park, Joonseok Lee, Youngjune Gwon |
| 2022 | ICPR | Shuffle & Divide: Contrastive Learning for Long Text. | Joonseok Lee, Seongho Joe, Kyoungwon Park, Bogun Kim, Hoyoung Kang, Jaeseon Park, Youngjune Gwon |
| 2022 | WACV | BiHPF: Bilateral High-Pass Filters for Robust Deepfake Detection. | Yonghyun Jeong, Doyeon Kim, Seungjai Min, Seongho Joe, Youngjune Gwon, Jongwon Choi |
| 2021 | CVPR | VaB-AL: Incorporating Class Imbalance and Difficulty With Variational Bayes for Active Learning. | Jongwon Choi, Kwang Moo Yi, Jihoon Kim, Jinho Choo, Byoungjip Kim, Jin-Yeop Chang, Youngjune Gwon, Hyung Jin Chang |
| 2021 | GLOBECOM | A Variational Quantum Algorithm for Ordered SVD. | Ju-Young Ryu, Jiwon Jung, Jaeyoung Lee, Youngjune Gwon, June-Koo Kevin Rhee |
| 2021 | ICCV | ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models. | Jooyoung Choi, Sungwon Kim, Yonghyun Jeong, Youngjune Gwon, Sungroh Yoon |
| 2020 | AAAI | Visual Domain Adaptation by Consensus-Based Transfer to Intermediate Domain. | Jongwon Choi, Youngjoon Choi, Jihoon Kim, Jin-Yeop Chang, Ilhwan Kwon, Youngjune Gwon, Seungjai Min |
| 2020 | AAAI | DefogGAN: Predicting Hidden Information in the StarCraft Fog of War with Generative Adversarial Nets. | Yonghyun Jeong, Hyunjin Choi, Byoungjip Kim, Youngjune Gwon |
| 2020 | ACCV | DoFNet: Depth of Field Difference Learning for Detecting Image Forgery. | Yonghyun Jeong, Jongwon Choi, Doyeon Kim, Sehyeon Park, Minki Hong, Changhyun Park, Seungjai Min, Youngjune Gwon |
| 2020 | ICPR | Evaluation of BERT and ALBERT Sentence Embedding Performance on Downstream NLP Tasks. | Hyunjin Choi, Judong Kim, Seongho Joe, Youngjune Gwon |
| 2020 | ICPR | Analyzing Zero-shot Cross-lingual Transfer in Supervised NLP Tasks. | Hyunjin Choi, Judong Kim, Seongho Joe, Seungjai Min, Youngjune Gwon |
| 2020 | ICPR | KoreALBERT: Pretraining a Lite BERT Model for Korean Language Understanding. | Hyunjae Lee, Jaewoong Yoon, Bonggyu Hwang, Seongho Joe, Seungjai Min, Youngjune Gwon |
| 2017 | CIKM | Language Modeling by Clustering with Word Embeddings for Text Readability Assessment. | Miriam Cha, Youngjune Gwon, H. T. Kung |
| 2017 | Interspeech | The MIT-LL, JHU and LRDE NIST 2016 Speaker Recognition Evaluation System. | Pedro A. Torres-Carrasquillo, Fred Richardson, Shahan C. Nercessian, Douglas E. Sturim, William M. Campbell, Youngjune Gwon, Swaroop Vattam, Najim Dehak, Sri Harish Reddy Mallidi, Phani Sankar Nidadavolu, Ruizhi Li, Rda Dehak |
| 2016 | GLOBECOM | Blind Signal Classification via Sparse Coding. | Youngjune Gwon, Siamak Dastangoo, H. T. Kung, Carl Fossa |
| 2016 | ICPR | Deep Sparse-coded Network (DSN). | Youngjune Gwon, Miriam Cha, H. T. Kung |
| 2015 | GLOBECOM | Fast Online Learning of Antijamming and Jamming Strategies. | Youngjune Gwon, Siamak Dastangoo, Carl Fossa, H. T. Kung |
| 2015 | ICWSM | Twitter Geolocation and Regional Classification via Sparse Coding. | Miriam Cha, Youngjune Gwon, H. T. Kung |
| 2013 | GLOBECOM | Optimizing media access strategy for competing cognitive radio networks. | Youngjune Gwon, Siamak Dastangoo, H. T. Kung |
| 2013 | INFOCOM | Scaling network-based spectrum analyzer with constant communication cost. | Youngjune Gwon, H. T. Kung |
| 2012 | GLOBECOM | Compressive sensing with optimal sparsifying basis and applications in spectrum sensing. | Youngjune Gwon, H. T. Kung, Dario Vlah |
| 2012 | ISCAS | Statistical screening for IC Trojan detection. | Youngjune Gwon, H. T. Kung, Dario Vlah, Keng-Yen Huang, Yi-Min Tsai |
| 2006 | GLOBECOM | An Overlay Server System (OSS) Platform for Multiplayer Online Games over Mobile Networks. | Ulas C. Kozat, Youngjune Gwon, Ravi Jain |
| 2004 | INFOCOM | Robust Indoor Location Estimation of Stationary and Mobile Users. | Youngjune Gwon, Ravi Jain, Toshiro Kawahara |
| 2004 | MOBICOM | Error characteristics and calibration-free techniques for wireless LAN-based location estimation. | Youngjune Gwon, Ravi Jain |
| 2004 | WCNC | Enhanced forwarding from the previous care-of address (EFWD) for fast handovers in mobile IPv6. | Youngjune Gwon, Alper Yegin |
| 2003 | WCNC | Fast handoffs in wireless LAN networks using mobile initiated tunneling handoff protocol for IPv4 (MITHv4). | Youngjune Gwon, Guangrui Fu, Ravi Jain |