Il-Chul Moon

Il-Chul Moon

KAIST

H-index: 23

Asia-South Korea

About Il-Chul Moon

Il-Chul Moon, With an exceptional h-index of 23 and a recent h-index of 20 (since 2020), a distinguished researcher at KAIST, specializes in the field of Modeling and Simulation, Artificial Intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

Training Unbiased Diffusion Models From Biased Dataset

Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning

Label-Noise Robust Diffusion Models

Unknown Domain Inconsistency Minimization for Domain Generalization

Frequency Domain-based Dataset Distillation

The relationship between housing finance and inequality

Make Prompts Adaptable: Bayesian Modeling for Vision-Language Prompt Learning with Data-Dependent Prior

Dirichlet-based Per-Sample Weighting by Transition Matrix for Noisy Label Learning

Il-Chul Moon Information

University

Position

Associate Professor Department of Industrial and Systems Engineering

Citations(all)

2108

Citations(since 2020)

1255

Cited By

1183

hIndex(all)

23

hIndex(since 2020)

20

i10Index(all)

47

i10Index(since 2020)

29

Email

University Profile Page

Google Scholar

Il-Chul Moon Skills & Research Interests

Modeling and Simulation

Artificial Intelligence

Top articles of Il-Chul Moon

Title

Journal

Author(s)

Publication Date

Training Unbiased Diffusion Models From Biased Dataset

arXiv preprint arXiv:2403.01189

Yeongmin Kim

Byeonghu Na

Minsang Park

JoonHo Jang

Dongjun Kim

...

2024/3/2

Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning

arXiv preprint arXiv:2403.01112

Hyungho Na

Yunkyeong Seo

Il-chul Moon

2024/3/2

Label-Noise Robust Diffusion Models

arXiv preprint arXiv:2402.17517

Byeonghu Na

Yeongmin Kim

HeeSun Bae

Jung Hyun Lee

Se Jung Kwon

...

2024/2/27

Unknown Domain Inconsistency Minimization for Domain Generalization

arXiv preprint arXiv:2403.07329

Seungjae Shin

HeeSun Bae

Byeonghu Na

Yoon-Yeong Kim

Il-Chul Moon

2024/3/12

Frequency Domain-based Dataset Distillation

Advances in Neural Information Processing Systems

Donghyeok Shin

Seungjae Shin

Il-Chul Moon

2024/2/13

The relationship between housing finance and inequality

Journal of Economic Interaction and Coordination

Tae-Sub Yun

Hee-Sun Bae

Il-Chul Moon

Deokjong Jeong

2024/3/5

Make Prompts Adaptable: Bayesian Modeling for Vision-Language Prompt Learning with Data-Dependent Prior

arXiv preprint arXiv:2401.06799

Youngjae Cho

HeeSun Bae

Seungjae Shin

Yeo Dong Youn

Weonyoung Joo

...

2024/1/9

Dirichlet-based Per-Sample Weighting by Transition Matrix for Noisy Label Learning

HeeSun Bae

Seungjae Shin

Byeonghu Na

Il-chul Moon

2023/10/13

Modeling and Simulation for Effectiveness Analysis of Anti-Ballistic Warfare in Naval Vessels

Journal of the Korea Society for Simulation

Jang Won Bae

GuenHo Lee

Hyungho Na

Il-Chul Moon

2023

Time-Efficient Weapon-Target Assignment by Actor-Critic Reinforcement

Muhyun Byun

Hyungho Na

IL-Chul Moon

2023/10/1

Weapon–target assignment by reinforcement learning with pointer network

Journal of Aerospace Information Systems

Hyungho Na

Jaemyung Ahn

Il-Chul Moon

2023/1

SAAL: sharpness-aware active learning

Yoon-Yeong Kim

Youngjae Cho

JoonHo Jang

Byeonghu Na

Yeongmin Kim

...

2023/7/3

Modeling and calibrating digital twin of automatic garbage collection system in sejong city

Tae-Sub Yun

Minsang Park

Il-Chul Moon

2023/5/23

Sequential Likelihood-Free Inference with Neural Proposal

Pattern Recognition Letters

Dongjun Kim

Kyungwoo Song

Yoon-Yeong Kim

Yongjin Shin

Wanmo Kang

...

2023/5/1

Loss-curvature matching for dataset selection and condensation

Seungjae Shin

Heesun Bae

Donghyeok Shin

Weonyoung Joo

Il-Chul Moon

2023/4/11

Hierarchical Multi-Label Classification with Partial Labels and Unknown Hierarchy

Suhyeon Jo

DongHyeok Shin

Byeonghu Na

JoonHo Jang

Il-Chul Moon

2023/10/21

Improving Group-based Robustness and Calibration via Ordered Risk and Confidence Regularization

Seungjae Shin

Byeonghu Na

HeeSun Bae

JoonHo Jang

Hyemi Kim

...

2022/7/21

Refining generative process with discriminator guidance in score-based diffusion models

arXiv preprint arXiv:2211.17091

Dongjun Kim

Yeongmin Kim

Se Jung Kwon

Wanmo Kang

Il-Chul Moon

2022/11/28

From noisy prediction to true label: Noisy prediction calibration via generative model

HeeSun Bae

Seungjae Shin

Byeonghu Na

JoonHo Jang

Kyungwoo Song

...

2022/6/28

Agent-Based Model for Urban Administration: A Case Study of Bridge Construction and its Traffic Dispersion Effect

Journal of Artificial Societies and Social Simulation

Tae-Sub Yun

Dongjun Kim

Il-Chul Moon

Jang Won Bae

2022/10/31

See List of Professors in Il-Chul Moon University(KAIST)

Co-Authors

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