JoonHo Lee

According to our database, JoonHo Lee authored at least 7 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Preference Consistency Matters: Enhancing Preference Learning in Language Models with Automated Self-Curation of Training Corpora.

JoonHo Lee, JuYoun Son, Juree Seok, Wooseok Jang, Yeong-Dae Kwon

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

2024

Less for More: Enhancing Preference Learning in Generative Language Models with Automated Self-Curation of Training Corpora.

JoonHo Lee, JuYoun Son, Juree Seok, Wooseok Jang, Yeong-Dae Kwon

CoRR, 2024

Improving Instruction Following in Language Models through Proxy-Based Uncertainty Estimation.

JoonHo Lee, Jae Oh Woo, Juree Seok, Parisa Hassanzadeh, Wooseok Jang, JuYoun Son, Sima Didari, Baruch Gutow, Heng Hao, Hankyu Moon, Wenjun Hu, Yeong-Dae Kwon, Taehee Lee, Seungjai Min

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Adapting Models to Scarce Target Data Without Source Samples.

JoonHo Lee, Gyemin Lee

Proceedings of the Computer Vision - ACCV 2024, 2024

2023

Feature Alignment by Uncertainty and Self-Training for Source-Free Unsupervised Domain Adaptation.

JoonHo Lee, Gyemin Lee

Neural Networks, April, 2023

Unsupervised domain adaptation based on the predictive uncertainty of models.

JoonHo Lee, Gyemin Lee

Neurocomputing, 2023

Unsupervised Accuracy Estimation of Deep Visual Models using Domain-Adaptive Adversarial Perturbation without Source Samples.

JoonHo Lee, Jae Oh Woo, Hankyu Moon, Kwonho Lee

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023