Ko, Jongwoo

15 publications

AISTATS 2025 Bayesian Principles Improve Prompt Learning in Vision-Language Models Mingyu Kim, Jongwoo Ko, Mijung Park

ICLR 2025 Beyond Correlation: The Impact of Human Uncertainty in Measuring the Effectiveness of Automatic Evaluation and LLM-as-a-Judge Aparna Elangovan, Lei Xu, Jongwoo Ko, Mahsa Elyasi, Ling Liu, Sravan Babu Bodapati, Dan Roth

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

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

ICLR 2025 SeRA: Self-Reviewing and Alignment of LLMs Using Implicit Reward Margins Jongwoo Ko, Saket Dingliwal, Bhavana Ganesh, Sailik Sengupta, Sravan Babu Bodapati, Aram Galstyan

ICLRW 2025 When Debate Fails: Bias Reinforcement in Large Language Models Jihwan Oh, Minchan Jeong, Jongwoo Ko, Se-Young Yun

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

IJCAI 2024 Fine-Tuning Pre-Trained Models for Robustness Under Noisy Labels Sumyeong Ahn, Sihyeon Kim, Jongwoo Ko, Se-Young Yun

AAAI 2023 A Gift from Label Smoothing: Robust Training with Adaptive Label Smoothing via Auxiliary Classifier Under Label Noise Jongwoo Ko, Bongsoo Yi, Se-Young Yun

ICLR 2023 CUDA: Curriculum of Data Augmentation for Long-Tailed Recognition Sumyeong Ahn, Jongwoo Ko, Se-Young Yun

ICLRW 2023 Efficient Utilization of Pre-Trained Model for Learning with Noisy Labels Jongwoo Ko, Sumyeong Ahn, 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

NeurIPSW 2022 CUDA: Curriculum of Data Augmentation for Long-Tailed Recognition Sumyeong Ahn, Jongwoo Ko, Se-Young Yun

NeurIPSW 2022 CUDA: Curriculum of Data Augmentation for Long-Tailed Recognition Sumyeong Ahn, Jongwoo Ko, Se-Young Yun

NeurIPS 2021 FINE Samples for Learning with Noisy Labels Taehyeon Kim, Jongwoo Ko, Sangwook Cho, JinHwan Choi, Se-Young Yun