| 2025 | CVPR | Learning Audio-guided Video Representation with Gated Attention for Video-Text Retrieval. | Boseung Jeong, Jicheol Park, Sungyeon Kim, Suha Kwak |
| 2025 | CVPR | GENIUS: A Generative Framework for Universal Multimodal Search. | Sungyeon Kim, Xinliang Zhu, Xiaofan Lin, Muhammet Bastan, Douglas Gray, Suha Kwak |
| 2025 | WACV | Learning Unified Distance Metric Across Diverse Data Distributions with Parameter-Efficient Transfer Learning. | Sungyeon Kim, Donghyun Kim, Suha Kwak |
| 2024 | ECCV | Efficient and Versatile Robust Fine-Tuning of Zero-Shot Models. | Sungyeon Kim, Boseung Jeong, Donghyun Kim, Suha Kwak |
| 2024 | ECCV | FREST: Feature RESToration for Semantic Segmentation Under Multiple Adverse Conditions. | Sohyun Lee, Namyup Kim, Sungyeon Kim, Suha Kwak |
| 2023 | CVPR | HIER: Metric Learning Beyond Class Labels via Hierarchical Regularization. | Sungyeon Kim, Boseung Jeong, Suha Kwak |
| 2023 | ICCV | PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization. | Junhyeong Cho, Gilhyun Nam, Sungyeon Kim, Hunmin Yang, Suha Kwak |
| 2022 | CVPR | Self-Taught Metric Learning without Labels. | Sungyeon Kim, Dongwon Kim, Minsu Cho, Suha Kwak |
| 2022 | ECCV | Combating Label Distribution Shift for Active Domain Adaptation. | Sehyun Hwang, Sohyun Lee, Sungyeon Kim, Jungseul Ok, Suha Kwak |
| 2022 | ECCV | Cross-domain Ensemble Distillation for Domain Generalization. | Kyungmoon Lee, Sungyeon Kim, Suha Kwak |
| 2021 | BMVC | Learning to Generate Novel Classes for Deep Metric Learning. | Kyungmoon Lee, Sungyeon Kim, Seunghoon Hong, Suha Kwak |
| 2021 | CVPR | Embedding Transfer With Label Relaxation for Improved Metric Learning. | Sungyeon Kim, Dongwon Kim, Minsu Cho, Suha Kwak |
| 2020 | CVPR | Proxy Anchor Loss for Deep Metric Learning. | Sungyeon Kim, Dongwon Kim, Minsu Cho, Suha Kwak |
| 2019 | CVPR | Deep Metric Learning Beyond Binary Supervision. | Sungyeon Kim, Minkyo Seo, Ivan Laptev, Minsu Cho, Suha Kwak |
| 2013 | WiOpt | Resource allocation for the multi-cell OFDMA system and its capacity bounds. | Sungyeon Kim, Jeong-Ahn Kwon, Jang-Won Lee |
| 2009 | VTC | Joint Resource Allocation for Uplink and Downlink in Wireless Networks: A Case Study with User-Level Utility Functions. | Sungyeon Kim, Jang-Won Lee |