| 2026 | ACL | Two Heads Are Better Than One: Audio-Visual Speech Error Correction with Dual Hypotheses. | Sungnyun Kim, Kangwook Jang, Sungwoo Cho, Joon Son Chung, Hoirin Kim, Se-Young Yun |
| 2025 | ICCV | MAVFlow: Preserving Paralinguistic Elements with Conditional Flow Matching for Zero-Shot AV2AV Multilingual Translation. | Sungwoo Cho, Jeongsoo Choi, Sungnyun Kim, Se-Young Yun |
| 2025 | ICLR | Multi-Task Corrupted Prediction for Learning Robust Audio-Visual Speech Representation. | Sungnyun Kim, Sungwoo Cho, Sangmin Bae, Kangwook Jang, Se-Young Yun |
| 2025 | ICML | MoHAVE: Mixture of Hierarchical Audio-Visual Experts for Robust Speech Recognition. | Sungnyun Kim, Kangwook Jang, Sangmin Bae, Sungwoo Cho, Se-Young Yun |
| 2025 | ICML | DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMs. | Jongwoo Ko, Tianyi Chen, Sungnyun Kim, Tianyu Ding, Luming Liang, Ilya Zharkov, Se-Young Yun |
| 2024 | EMNLP | DocKD: Knowledge Distillation from LLMs for Open-World Document Understanding Models. | Sungnyun Kim, Haofu Liao, Srikar Appalaraju, Peng Tang, Zhuowen Tu, Ravi Kumar Satzoda, R. Manmatha, Vijay Mahadevan, Stefano Soatto |
| 2024 | ICASSP | STaR: Distilling Speech Temporal Relation for Lightweight Speech Self-Supervised Learning Models. | Kangwook Jang, Sungnyun Kim, Hoirin Kim |
| 2024 | ICML | DistiLLM: Towards Streamlined Distillation for Large Language Models. | Jongwoo Ko, Sungnyun Kim, Tianyi Chen, Se-Young Yun |
| 2023 | AAAI | Self-Contrastive Learning: Single-Viewed Supervised Contrastive Framework Using Sub-network. | Sangmin Bae, Sungnyun Kim, Jongwoo Ko, Gihun Lee, Seungjong Noh, Se-Young Yun |
| 2023 | CVPR | Coreset Sampling from Open-Set for Fine-Grained Self-Supervised Learning. | Sungnyun Kim, Sangmin Bae, Se-Young Yun |
| 2023 | Interspeech | Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound Classification. | Sangmin Bae, June-Woo Kim, Won-Yang Cho, Hyerim Baek, Soyoun Son, Byungjo Lee, Changwan Ha, Kyongpil Tae, Sungnyun Kim, Se-Young Yun |
| 2023 | Interspeech | Recycle-and-Distill: Universal Compression Strategy for Transformer-based Speech SSL Models with Attention Map Reusing and Masking Distillation. | Kangwook Jang, Sungnyun Kim, Se-Young Yun, Hoirin Kim |
| 2022 | CIKM | ReFine: Re-randomization before Fine-tuning for Cross-domain Few-shot Learning. | Jaehoon Oh, Sungnyun Kim, Namgyu Ho, Jin-Hwa Kim, Hwanjun Song, Se-Young Yun |
| 2022 | ICML | Real-time and Explainable Detection of Epidemics with Global News Data. | Sungnyun Kim, Jaewoo Shin, Seongha Eom, Jihwan Oh, Se-Young Yun |