| 2026 | WACV | ReFineVQA: Iterative Refinement of Video Description via Feedback Generation for Video Question Answering. | Jeongwan Shin, Chan Hur, Seongmin Cho, Jaeho Choi, Hyeyoung Park |
| 2025 | CVPR | Narrating the Video: Boosting Text-Video Retrieval via Comprehensive Utilization of Frame-Level Captions. | Chan Hur, Jeong-Hun Hong, Dong-hun Lee, Dabin Kang, Semin Myeong, Sang-hyo Park, Hyeyoung Park |
| 2025 | NAACL | Do Video Language Models really understand the video contexts? | Jeongwan Shin, Jinhyeong Lim, Hyeyoung Park |
| 2015 | HAI | Measuring Similarity Between Matrix Objects for Pattern Recognition. | Hyunsoek Choi, Hyeyoung Park |
| 2015 | HAI | Improving Performance of Facial Expression Recognition using Multi-task Learning of Neural Networks. | Jeongin Seo, Changhun Hyun, Hyeyoung Park |
| 2014 | HAI | A hierarchical structure for gesture recognition using RGB-D sensor. | Hyunsoek Choi, Hyeyoung Park |
| 2014 | SAC | Matrix correlation distance for 2D image classification. | Hyunsoek Choi, Jeongin Seo, Hyeyoung Park |
| 2013 | IVCNZ | Reliable face recognition using feature selection and image rejection based on probabilistic face model. | Jeongin Seo, Hyeyoung Park |
| 2011 | ICONIP | Facial Image Analysis Using Subspace Segregation Based on Class Information. | Minkook Cho, Hyeyoung Park |
| 2011 | ICONIP | A Robust Face Recognition through Statistical Learning of Local Features. | Jeongin Seo, Hyeyoung Park |
| 2010 | PRICAI | An Efficient Face Recognition through Combining Local Features and Statistical Feature Extraction. | Donghyun Kim, Hyeyoung Park |
| 2009 | ICONIP | A Robust Keypoints Matching Strategy for SIFT: An Application to Face Recognition. | Minkook Cho, Hyeyoung Park |
| 2009 | IJCNN | Nonlinear dimension reduction using ISOMap based on class information. | Minkook Cho, Hyeyoung Park |
| 2007 | ICONIP | A Subspace Method Based on Data Generation Model with Class Information. | Minkook Cho, Dongwoo Yoon, Hyeyoung Park |
| 2004 | PRICAI | Learning Dynamics of Neural Networks with Singularity - Standard Gradient vs. Natural Gradient. | Hyeyoung Park, Masato Inoue, Masato Okada |
| 2002 | PRICAI | A Statistical Identification and Verification Method for Biometrics. | Kwanyong Lee, Hyeyoung Park |
| 2002 | PRICAI | Network Optimization through Learning and Pruning in Neuromanifold. | Hyunjin Lee, Hyeyoung Park, Yillbyung Lee |
| 2001 | IWANN | Generalization Error and Training Error at Singularities of Multilayer Perceptrons. | Shun-ichi Amari, Tomoko Ozeki, Hyeyoung Park |
| 2001 | IWANN | Practical Consideration on Generalization Property of Natural Gradient Learning. | Hyeyoung Park |
| 2000 | PRICAI | An Efficient Learning Algorithm Using Naturla Gradient and Second Order Information of Error Surface. | Hyeyoung Park, Kenji Fukumizu, Shun-ichi Amari, Yillbyung Lee |
| 1996 | PRICAI | Adaptive SEJONG-NET for On-line Hangul Recognition. | Hyeyoung Park, Kwanyong Lee, Yillbyung Lee |