Hyeonggeun Han

According to our database, Hyeonggeun Han authored at least 7 papers between 2023 and 2026.

Collaborative distances:

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

2026

Bias Alleviation Through Network Pruning for Sparse and Debiased Models.

Sangwoo Hong, Sehwan Kim, Hyungjun Joo, Hyeonggeun Han, Jiyoon Shin, Yoav Wald, Jungwoo Lee

IEEE Trans. Image Process., 2026

An Adaptive Sampling Framework for Diffusion-based Dataset Distillation with High Fidelity and Diversity.

Sunbeom Jeong, Sehwan Kim, Hyeonggeun Han, Hyungjun Joo, Sangwoo Hong, Jungwoo Lee

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Adjusting Initial Noise to Mitigate Memorization in Text-to-Image Diffusion Models.

Hyeonggeun Han, Sehwan Kim, Hyungjun Joo, Sangwoo Hong, Jungwoo Lee

CoRR, October, 2025

Prototype-Based Explanation for Semantic Gap Reduction With Distributional Embedding.

Hyungjun Joo, Sangwoo Hong, Hyeonggeun Han, Youngseok Yoon, Jungwoo Lee

IEEE Access, 2025

Constructing Fair Latent Space for Intersection of Fairness and Explainability.

Hyungjun Joo, Hyeonggeun Han, Sehwan Kim, Sangwoo Hong, Jungwoo Lee

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Mitigating Spurious Correlations via Disagreement Probability.

Hyeonggeun Han, Sehwan Kim, Hyungjun Joo, Sangwoo Hong, Jungwoo Lee

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Distributional Prototypical Methods for Reliable Explanation Space Construction.

Hyungjun Joo, Jaemyung Kim, Hyeonggeun Han, Jungwoo Lee

IEEE Access, 2023