Kim, Sungnyun

12 publications

ICML 2025 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

TMLR 2025 FedDr+: Stabilizing Dot-Regression with Global Feature Distillation for Federated Learning Seongyoon Kim, Minchan Jeong, Sungnyun Kim, Sungwoo Cho, Sumyeong Ahn, Se-Young Yun

NeurIPS 2025 Flex-Judge: Text-Only Reasoning Unleashes Zero-Shot Multimodal Evaluators Jongwoo Ko, Sungnyun Kim, Sungwoo Cho, Se-Young Yun

ICCV 2025 MAVFlow: Preserving Paralinguistic Elements with Conditional Flow Matching for Zero-Shot AV2AV Multilingual Translation Sungwoo Cho, Jeongsoo Choi, Sungnyun Kim, Se-Young Yun

NeurIPS 2025 Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation Sangmin Bae, Yujin Kim, Reza Bayat, Sungnyun Kim, Jiyoun Ha, Tal Schuster, Adam Fisch, Hrayr Harutyunyan, Ziwei Ji, Aaron Courville, Se-Young Yun

ICML 2025 MoHAVE: Mixture of Hierarchical Audio-Visual Experts for Robust Speech Recognition Sungnyun Kim, Kangwook Jang, Sangmin Bae, Sungwoo Cho, Se-Young Yun

ICLR 2025 Multi-Task Corrupted Prediction for Learning Robust Audio-Visual Speech Representation Sungnyun Kim, Sungwoo Cho, Sangmin Bae, Kangwook Jang, Se-Young Yun

ICMLW 2024 Diffusion-Based Episodes Augmentation for Offline Multi-Agent Reinforcement Learning Jihwan Oh, Sungnyun Kim, Gahee Kim, SeongHwan Kim, Se-Young Yun

ICML 2024 DistiLLM: Towards Streamlined Distillation for Large Language Models Jongwoo Ko, Sungnyun Kim, Tianyi Chen, Se-Young Yun

CVPR 2023 Coreset Sampling from Open-Set for Fine-Grained Self-Supervised Learning Sungnyun Kim, Sangmin Bae, Se-Young Yun

AAAI 2023 Self-Contrastive Learning: Single-Viewed Supervised Contrastive Framework Using Sub-Network Sangmin Bae, Sungnyun Kim, Jongwoo Ko, Gihun Lee, Seungjong Noh, Se-Young Yun

NeurIPS 2022 Understanding Cross-Domain Few-Shot Learning Based on Domain Similarity and Few-Shot Difficulty Jaehoon Oh, Sungnyun Kim, Namgyu Ho, Jin-Hwa Kim, Hwanjun Song, Se-Young Yun