Il-Chul Moon - RankMe

151 papers A* 32A 7B 9C 3Misc 7Journal 77Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Lookahead Sample Reward Guidance for Test-Time Scaling of Diffusion Models. CoRR Yeongmin Kim, DongHyeok Shin, Byeonghu Na, Minsang Park, Richard Lee Kim, Il-Chul Moon
2026	J	`jnl`	Semantic-aware Wasserstein Policy Regularization for Large Language Model Alignment. CoRR Byeonghu Na, Hyungho Na, Yeongmin Kim, Suhyeon Jo, HeeSun Bae, Mina Kang, Il-Chul Moon
2025	J	`jnl`	AMiD: Knowledge Distillation for LLMs with α-mixture Assistant Distribution. CoRR DongHyeok Shin, Yeongmin Kim, Suhyeon Jo, Byeonghu Na, Il-Chul Moon
2025	J	`jnl`	DSDEVS-Based Simulation Acceleration with Event Filtering: USV Naval Combat Case. Syst. Juho Choi, Il-Chul Moon, Jang Won Bae
2025	J	`jnl`	Diffusion Adaptive Text Embedding for Text-to-Image Diffusion Models. CoRR Byeonghu Na, Minsang Park, Gyuwon Sim, DongHyeok Shin, HeeSun Bae, Mina Kang, Se Jung Kwon, Wanmo Kang, Il-Chul Moon
2025	A*	`conf`	Diffusion Bridge AutoEncoders for Unsupervised Representation Learning. ICLR Yeongmin Kim, Kwanghyeon Lee, Minsang Park, Byeonghu Na, Il-Chul Moon
2025	J	`jnl`	Distillation of Large Language Models via Concrete Score Matching. CoRR Yeongmin Kim, DongHyeok Shin, Mina Kang, Byeonghu Na, Il-Chul Moon
2025	A*	`conf`	Distilling Dataset into Neural Field. ICLR DongHyeok Shin, HeeSun Bae, Gyuwon Sim, Wanmo Kang, Il-Chul Moon
2025	J	`jnl`	Distilling Dataset into Neural Field. CoRR DongHyeok Shin, HeeSun Bae, Gyuwon Sim, Wanmo Kang, Il-Chul Moon
2025	J	`jnl`	Finance and Market Concentration Using Agent-Based Modeling: Evidence from South Korea. J. Artif. Soc. Soc. Simul. Yunkyeong Seo, Zeynep Altiner, Sumin Lee, Il-Chul Moon, Tae-Sub Yun
2025	J	`jnl`	Generalized Gumbel-Softmax gradient estimator for generic discrete random variables. Pattern Recognit. Lett. Weonyoung Joo, Dongjun Kim, Seungjae Shin, Il-Chul Moon
2025	J	`jnl`	Preference Optimization by Estimating the Ratio of the Data Distribution. CoRR Yeongmin Kim, HeeSun Bae, Byeonghu Na, Il-Chul Moon
2025	J	`jnl`	Prompt-Based Safety Guidance Is Ineffective for Unlearned Text-to-Image Diffusion Models. CoRR Jiwoo Shin, Byeonghu Na, Mina Kang, Wonhyeok Choi, Il-Chul Moon
2025	J	`jnl`	Training-Free Safe Text Embedding Guidance for Text-to-Image Diffusion Models. CoRR Byeonghu Na, Mina Kang, Jiseok Kwak, Minsang Park, Jiwoo Shin, SeJoon Jun, Gayoung Lee, Jin-Hwa Kim, Il-Chul Moon
2025	A*	`conf`	Trajectory-Class-Aware Multi-Agent Reinforcement Learning. ICLR Hyungho Na, Kwanghyeon Lee, Sumin Lee, Il-Chul Moon
2025	J	`jnl`	Trajectory-Class-Aware Multi-Agent Reinforcement Learning. CoRR Hyungho Na, Kwanghyeon Lee, Sumin Lee, Il-Chul Moon
2024	Misc	`conf`	Devs-Based Simulation Acceleration for AI Training: Unmanned Surface Vehicle Case. WSC Juho Choi, Jang Won Bae, Il-Chul Moon
2024	J	`jnl`	Diffusion Bridge AutoEncoders for Unsupervised Representation Learning. CoRR Yeongmin Kim, Kwanghyeon Lee, Minsang Park, Byeonghu Na, Il-Chul Moon
2024	A*	`conf`	Diffusion Rejection Sampling. ICML Byeonghu Na, Yeongmin Kim, Minsang Park, DongHyeok Shin, Wanmo Kang, Il-Chul Moon
2024	J	`jnl`	Diffusion Rejection Sampling. CoRR Byeonghu Na, Yeongmin Kim, Minsang Park, DongHyeok Shin, Wanmo Kang, Il-Chul Moon
2024	A*	`conf`	Dirichlet-based Per-Sample Weighting by Transition Matrix for Noisy Label Learning. ICLR HeeSun Bae, Seungjae Shin, Byeonghu Na, Il-Chul Moon
2024	J	`jnl`	Dirichlet-based Per-Sample Weighting by Transition Matrix for Noisy Label Learning. CoRR HeeSun Bae, Seungjae Shin, Byeonghu Na, Il-Chul Moon
2024	A*	`conf`	Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning. ICLR Hyungho Na, Yunkyeong Seo, Il-Chul Moon
2024	J	`jnl`	Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning. CoRR Hyungho Na, Yunkyeong Seo, Il-Chul Moon
2024	A*	`conf`	LAGMA: LAtent Goal-guided Multi-Agent Reinforcement Learning. ICML Hyungho Na, Il-Chul Moon
2024	J	`jnl`	LAGMA: LAtent Goal-guided Multi-Agent Reinforcement Learning. CoRR Hyungho Na, Il-Chul Moon
2024	A*	`conf`	Label-Noise Robust Diffusion Models. ICLR Byeonghu Na, Yeongmin Kim, HeeSun Bae, Jung Hyun Lee, Se Jung Kwon, Wanmo Kang, Il-Chul Moon
2024	J	`jnl`	Label-Noise Robust Diffusion Models. CoRR Byeonghu Na, Yeongmin Kim, HeeSun Bae, Jung Hyun Lee, Se Jung Kwon, Wanmo Kang, Il-Chul Moon
2024	A*	`conf`	Make Prompts Adaptable: Bayesian Modeling for Vision-Language Prompt Learning with Data-Dependent Prior. AAAI Youngjae Cho, HeeSun Bae, Seungjae Shin, Yeo Dong Youn, Weonyoung Joo, Il-Chul Moon
2024	J	`jnl`	Make Prompts Adaptable: Bayesian Modeling for Vision-Language Prompt Learning with Data-Dependent Prior. CoRR Youngjae Cho, HeeSun Bae, Seungjae Shin, Yeo Dong Youn, Weonyoung Joo, Il-Chul Moon
2024	—	`conf`	Reward-based Input Construction for Cross-document Relation Extraction. ACL (1) Byeonghu Na, Suhyeon Jo, Yeongmin Kim, Il-Chul Moon
2024	J	`jnl`	Reward-based Input Construction for Cross-document Relation Extraction. CoRR Byeonghu Na, Suhyeon Jo, Yeongmin Kim, Il-Chul Moon
2024	A*	`conf`	Training Unbiased Diffusion Models From Biased Dataset. ICLR Yeongmin Kim, Byeonghu Na, Minsang Park, JoonHo Jang, Dongjun Kim, Wanmo Kang, Il-Chul Moon
2024	J	`jnl`	Training Unbiased Diffusion Models From Biased Dataset. CoRR Yeongmin Kim, Byeonghu Na, Minsang Park, JoonHo Jang, Dongjun Kim, Wanmo Kang, Il-Chul Moon
2024	A*	`conf`	Unknown Domain Inconsistency Minimization for Domain Generalization. ICLR Seungjae Shin, HeeSun Bae, Byeonghu Na, Yoon-Yeong Kim, Il-Chul Moon
2024	J	`jnl`	Unknown Domain Inconsistency Minimization for Domain Generalization. CoRR Seungjae Shin, HeeSun Bae, Byeonghu Na, Yoon-Yeong Kim, Il-Chul Moon
2023	A*	`conf`	Frequency Domain-Based Dataset Distillation. NeurIPS DongHyeok Shin, Seungjae Shin, Il-Chul Moon
2023	J	`jnl`	Frequency Domain-based Dataset Distillation. CoRR DongHyeok Shin, Seungjae Shin, Il-Chul Moon
2023	A	`conf`	Hierarchical Multi-Label Classification with Partial Labels and Unknown Hierarchy. CIKM Suhyeon Jo, DongHyeok Shin, Byeonghu Na, JoonHo Jang, Il-Chul Moon
2023	A	`conf`	Loss-Curvature Matching for Dataset Selection and Condensation. AISTATS Seungjae Shin, HeeSun Bae, DongHyeok Shin, Weonyoung Joo, Il-Chul Moon
2023	J	`jnl`	Loss-Curvature Matching for Dataset Selection and Condensation. CoRR Seungjae Shin, HeeSun Bae, DongHyeok Shin, Weonyoung Joo, Il-Chul Moon
2023	—	`conf`	Modeling and Calibrating Digital Twin of Automatic Garbage Collection System in Sejong City. ANNSIM Tae-Sub Yun, Minsang Park, Il-Chul Moon
2023	A*	`conf`	Refining Generative Process with Discriminator Guidance in Score-based Diffusion Models. ICML Dongjun Kim, Yeongmin Kim, Se Jung Kwon, Wanmo Kang, Il-Chul Moon
2023	A*	`conf`	SAAL: Sharpness-Aware Active Learning. ICML Yoon-Yeong Kim, Youngjae Cho, JoonHo Jang, Byeonghu Na, Yeongmin Kim, Kyungwoo Song, Wanmo Kang, Il-Chul Moon
2023	J	`jnl`	Sequential Likelihood-Free Inference with Neural Proposal. Pattern Recognit. Lett. Dongjun Kim, Kyungwoo Song, Yoon-Yeong Kim, Yongjin Shin, Wanmo Kang, Il-Chul Moon, Weonyoung Joo
2023	B	`conf`	Time-Efficient Weapon-Target Assignment by Actor-Critic Reinforcement. SMC Muhyun Byun, Hyungho Na, Il-Chul Moon
2023	J	`jnl`	Weapon-Target Assignment by Reinforcement Learning with Pointer Network. J. Aerosp. Inf. Syst. Hyungho Na, Jaemyung Ahn, Il-Chul Moon
2022	J	`jnl`	Agent-Based Model for Urban Administration: A Case Study of Bridge Construction and its Traffic Dispersion Effect. J. Artif. Soc. Soc. Simul. Tae-Sub Yun, Dongjun Kim, Il-Chul Moon, Jang Won Bae
2022	J	`jnl`	Automatic Calibration Framework of Agent-Based Models for Dynamic and Heterogeneous Parameters. CoRR Dongjun Kim, Tae-Sub Yun, Il-Chul Moon, Jang Won Bae
2022	A	`conf`	Automatic Calibration Framework of Agent-based Models for Dynamic and Heterogeneous Parameters. AAMAS Dongjun Kim, Tae-Sub Yun, Il-Chul Moon, Jang Won Bae
2022	J	`jnl`	Constructing a personalized recommender system for life insurance products with machine-learning techniques. Intell. Syst. Account. Finance Manag. Hyeongwoo Kong, Wonje Yun, Weonyoung Joo, Ju-Hyun Kim, Kyoung-Kuk Kim, Il-Chul Moon, Woo Chang Kim
2022	A*	`conf`	From Noisy Prediction to True Label: Noisy Prediction Calibration via Generative Model. ICML HeeSun Bae, Seungjae Shin, Byeonghu Na, JoonHo Jang, Kyungwoo Song, Il-Chul Moon
2022	J	`jnl`	From Noisy Prediction to True Label: Noisy Prediction Calibration via Generative Model. CoRR HeeSun Bae, Seungjae Shin, Byeonghu Na, JoonHo Jang, Kyungwoo Song, Il-Chul Moon
2022	A*	`conf`	Maximum Likelihood Training of Implicit Nonlinear Diffusion Model. NeurIPS Dongjun Kim, Byeonghu Na, Se Jung Kwon, Dongsoo Lee, Wanmo Kang, Il-Chul Moon
2022	J	`jnl`	Maximum Likelihood Training of Implicit Nonlinear Diffusion Models. CoRR Dongjun Kim, Byeonghu Na, Se Jung Kwon, Dongsoo Lee, Wanmo Kang, Il-Chul Moon
2022	J	`jnl`	Practical Formalism-Based Approaches for Multi-Resolution Modeling and Simulation. Syst. Jang Won Bae, Il-Chul Moon
2022	J	`jnl`	Refining Generative Process with Discriminator Guidance in Score-based Diffusion Models. CoRR Dongjun Kim, Yeongmin Kim, Wanmo Kang, Il-Chul Moon
2022	A*	`conf`	Soft Truncation: A Universal Training Technique of Score-based Diffusion Model for High Precision Score Estimation. ICML Dongjun Kim, Seungjae Shin, Kyungwoo Song, Wanmo Kang, Il-Chul Moon
2022	A*	`conf`	Unknown-Aware Domain Adversarial Learning for Open-Set Domain Adaptation. NeurIPS JoonHo Jang, Byeonghu Na, DongHyeok Shin, Mingi Ji, Kyungwoo Song, Il-Chul Moon
2022	J	`jnl`	Unknown-Aware Domain Adversarial Learning for Open-Set Domain Adaptation. CoRR JoonHo Jang, Byeonghu Na, DongHyeok Shin, Mingi Ji, Kyungwoo Song, Il-Chul Moon
2021	J	`jnl`	Automatic calibration of dynamic and heterogeneous parameters in agent-based models. Auton. Agents Multi Agent Syst. Dongjun Kim, Tae-Sub Yun, Il-Chul Moon, Jang Won Bae
2021	J	`jnl`	Black-Box Expectation-Maximization Algorithm for Estimating Latent States of High-Speed Vehicles. J. Aerosp. Inf. Syst. Yoon-Yeong Kim, Hyemi Kim, Wonsung Lee, Han-Lim Choi, Il-Chul Moon
2021	A*	`conf`	Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder. AAAI Hyemi Kim, Seungjae Shin, JoonHo Jang, Kyungwoo Song, Weonyoung Joo, Wanmo Kang, Il-Chul Moon
2021	A*	`conf`	Implicit Kernel Attention. AAAI Kyungwoo Song, Yohan Jung, Dongjun Kim, Il-Chul Moon
2021	A*	`conf`	LADA: Look-Ahead Data Acquisition via Augmentation for Deep Active Learning. NeurIPS Yoon-Yeong Kim, Kyungwoo Song, JoonHo Jang, Il-Chul Moon
2021	J	`jnl`	Posterior-Aided Regularization for Likelihood-Free Inference. CoRR Dongjun Kim, Kyungwoo Song, Seungjae Shin, Wanmo Kang, Il-Chul Moon
2021	B	`conf`	Predict Sequential Credit Card Delinquency with VaDE-Seq2Seq. SMC Yeongmin Kim, Youngjae Cho, Hanbit Lee, Il-Chul Moon
2021	A*	`conf`	Refine Myself by Teaching Myself: Feature Refinement via Self-Knowledge Distillation. CVPR Mingi Ji, Seungjae Shin, Seunghyun Hwang, Gibeom Park, Il-Chul Moon
2021	J	`jnl`	Refine Myself by Teaching Myself: Feature Refinement via Self-Knowledge Distillation. CoRR Mingi Ji, Seungjae Shin, Seunghyun Hwang, Gibeom Park, Il-Chul Moon
2021	J	`jnl`	Score Matching Model for Unbounded Data Score. CoRR Dongjun Kim, Seungjae Shin, Kyungwoo Song, Wanmo Kang, Il-Chul Moon
2020	J	`jnl`	Adversarial Likelihood-Free Inference on Black-Box Generator. CoRR Dongjun Kim, Weonyoung Joo, Seungjae Shin, Il-Chul Moon
2020	Misc	`conf`	Agent-Based Modeling and Simulation on Residential Population Movement Patterns: The Case of Sejong City. WSC Tae-Sub Yun, Il-Chul Moon, Young-Chul Kim, Ki-Sung Jin
2020	A*	`conf`	Bivariate Beta-LSTM. AAAI Kyungwoo Song, JoonHo Jang, Seungjae Shin, Il-Chul Moon
2020	J	`jnl`	Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder. CoRR Hyemi Kim, Seungjae Shin, JoonHo Jang, Kyungwoo Song, Weonyoung Joo, Wanmo Kang, Il-Chul Moon
2020	A	`conf`	Deep Generative Positive-Unlabeled Learning under Selection Bias. CIKM Byeonghu Na, Hyemi Kim, Kyungwoo Song, Weonyoung Joo, Yoon-Yeong Kim, Il-Chul Moon
2020	J	`jnl`	Dirichlet Variational Autoencoder. Pattern Recognit. Weonyoung Joo, Wonsung Lee, Sungrae Park, Il-Chul Moon
2020	—	`conf`	FEWER: Federated Weight Recovery. DistributedML@CoNEXT Yongjin Shin, Gihun Lee, Seungjae Shin, Seyoung Yun, Il-Chul Moon
2020	J	`jnl`	Forecasting the Concentration of Particulate Matter in the Seoul Metropolitan Area Using a Gaussian Process Model. Sensors JoonHo Jang, Seungjae Shin, Hyunjin Lee, Il-Chul Moon
2020	J	`jnl`	Generalized Gumbel-Softmax Gradient Estimator for Various Discrete Random Variables. CoRR Weonyoung Joo, Dongjun Kim, Seungjae Shin, Il-Chul Moon
2020	A*	`conf`	Hierarchically Clustered Representation Learning. AAAI Su-Jin Shin, Kyungwoo Song, Il-Chul Moon
2020	J	`jnl`	Housing Market Agent-Based Simulation with Loan-To-Value and Debt-To-Income. J. Artif. Soc. Soc. Simul. Tae-Sub Yun, Il-Chul Moon
2020	J	`jnl`	Implicit Kernel Attention. CoRR Kyungwoo Song, Yohan Jung, Dongjun Kim, Il-Chul Moon
2020	J	`jnl`	LADA: Look-Ahead Data Acquisition via Augmentation for Active Learning. CoRR Yoon-Yeong Kim, Kyungwoo Song, JoonHo Jang, Il-Chul Moon
2020	J	`jnl`	Layered Behavior Modeling via Combining Descriptive and Prescriptive Approaches: A Case Study of Infantry Company Engagement. IEEE Trans. Syst. Man Cybern. Syst. Jang Won Bae, Junseok Lee, Do-Hyung Kim, Kanghoon Lee, Jongmin Lee, Kee-Eung Kim, Il-Chul Moon
2020	—	`conf`	Neutralizing Gender Bias in Word Embedding with Latent Disentanglement and Counterfactual Generation. EMNLP (Findings) Seungjae Shin, Kyungwoo Song, JoonHo Jang, Hyemi Kim, Weonyoung Joo, Il-Chul Moon
2020	J	`jnl`	Neutralizing Gender Bias in Word Embedding with Latent Disentanglement and Counterfactual Generation. CoRR Seungjae Shin, Kyungwoo Song, JoonHo Jang, Hyemi Kim, Weonyoung Joo, Il-Chul Moon
2020	J	`jnl`	Sequential Likelihood-Free Inference with Implicit Surrogate Proposal. CoRR Dongjun Kim, Kyungwoo Song, Yoon-Yeong Kim, Yongjin Shin, Il-Chul Moon
2020	A*	`conf`	Sequential Recommendation with Relation-Aware Kernelized Self-Attention. AAAI Mingi Ji, Weonyoung Joo, Kyungwoo Song, Yoon-Yeong Kim, Il-Chul Moon
2019	A*	`conf`	Adversarial Dropout for Recurrent Neural Networks. AAAI Sungrae Park, Kyungwoo Song, Mingi Ji, Wonsung Lee, Il-Chul Moon
2019	J	`jnl`	Adversarial Dropout for Recurrent Neural Networks. CoRR Sungrae Park, Kyungwoo Song, Mingi Ji, Wonsung Lee, Il-Chul Moon
2019	J	`jnl`	Automatic Calibration of Dynamic and Heterogeneous Parameters in Agent-based Model. CoRR Dongjun Kim, Tae-Sub Yun, Il-Chul Moon
2019	J	`jnl`	Bivariate Beta LSTM. CoRR Kyungwoo Song, JoonHo Jang, Seungjae Shin, Il-Chul Moon
2019	J	`jnl`	Dirichlet Variational Autoencoder. CoRR Weonyoung Joo, Wonsung Lee, Sungrae Park, Il-Chul Moon
2019	A*	`conf`	Hierarchical Context Enabled Recurrent Neural Network for Recommendation. AAAI Kyungwoo Song, Mingi Ji, Sungrae Park, Il-Chul Moon
2019	J	`jnl`	Hierarchical Context enabled Recurrent Neural Network for Recommendation. CoRR Kyungwoo Song, Mingi Ji, Sungrae Park, Il-Chul Moon
2019	J	`jnl`	Hierarchically Clustered Representation Learning. CoRR Su-Jin Shin, Kyungwoo Song, Il-Chul Moon
2019	J	`jnl`	Improving counterfire operations with enhanced command and control structure. Comput. Math. Organ. Theory Su-Jin Shin, Ahram Kang, Doyun Kim, Junseok Lee, Jang Won Bae, Il-Chul Moon
2019	J	`jnl`	Neural Ideal Point Estimation Network. CoRR Kyungwoo Song, Wonsung Lee, Il-Chul Moon
2019	J	`jnl`	Sequential Recommendation with Relation-Aware Kernelized Self-Attention. CoRR Mingi Ji, Weonyoung Joo, Kyungwoo Song, Yoon-Yeong Kim, Il-Chul Moon
2018	A*	`conf`	Adversarial Dropout for Supervised and Semi-Supervised Learning. AAAI Sungrae Park, Jun-Keon Park, Su-Jin Shin, Il-Chul Moon
2018	B	`conf`	Data-Driven Automatic Calibration for Validation of Agent-Based Social Simulations. SMC Il-Chul Moon, Dongjun Kim, Tae-Sub Yun, Jang Won Bae, Dong-oh Kang, Euihyun Paik
2018	B	`conf`	Deep Reinforcement Learning with Fully Convolutional Neural Network to Solve an Earthwork Scheduling Problem. SMC Seongcheol Woo, Juneyeong Yeon, Mingi Ji, Il-Chul Moon, Jinkyoo Park
2018	A*	`conf`	Diagnosis Prediction via Medical Context Attention Networks Using Deep Generative Modeling. ICDM Wonsung Lee, Sungrae Park, Weonyoung Joo, Il-Chul Moon
2018	J	`jnl`	Evaluation of Disaster Response System Using Agent-Based Model With Geospatial and Medical Details. IEEE Trans. Syst. Man Cybern. Syst. Jang Won Bae, Kyohong Shin, Hyun-Rok Lee, Hyun Jin Lee, Taesik Lee, Chu Hyun Kim, Won Chul Cha, Gi Woon Kim, Il-Chul Moon
2018	J	`jnl`	Hierarchical prescription pattern analysis with symptom labels. Pattern Recognit. Lett. Su-Jin Shin, Je-Yong Oh, Sungrae Park, Minki Kim, Il-Chul Moon
2018	A*	`conf`	Neural Ideal Point Estimation Network. AAAI Kyungwoo Song, Wonsung Lee, Il-Chul Moon
2017	J	`jnl`	Adversarial Dropout for Supervised and Semi-supervised Learning. CoRR Sungrae Park, Jun-Keon Park, Su-Jin Shin, Il-Chul Moon
2017	A	`conf`	Augmented Variational Autoencoders for Collaborative Filtering with Auxiliary Information. CIKM Wonsung Lee, Kyungwoo Song, Il-Chul Moon
2017	J	`jnl`	Guided HTM: Hierarchical Topic Model with Dirichlet Forest Priors. IEEE Trans. Knowl. Data Eng. Su-Jin Shin, Il-Chul Moon
2017	B	`conf`	Hybrid modeling and simulation of tactical maneuvers in computer generated force. SMC Jang Won Bae, Bowon Nam, Kee-Eung Kim, Junseok Lee, Il-Chul Moon
2017	J	`jnl`	Identifying prescription patterns with a topic model of diseases and medications. J. Biomed. Informatics Sungrae Park, Doosup Choi, Minki Kim, Won Chul Cha, Chu Hyun Kim, Il-Chul Moon
2017	B	`conf`	Text augmented automatic statistician for predicting approval rates of politicians. SMC Jun-Keon Park, Yeongyeon Na, Il-Chul Moon
2016	J	`jnl`	Accelerated simulation of hierarchical military operations with tabulation technique. J. Simulation Jang Won Bae, J. H. Kim, Il-Chul Moon, Tag Gon Kim
2016	A*	`conf`	Bayesian Nonparametric Collaborative Topic Poisson Factorization for Electronic Health Records-Based Phenotyping. IJCAI Wonsung Lee, Youngmin Lee, Heeyoung Kim, Il-Chul Moon
2016	Misc	`conf`	Characterizing emergency responses in localities with different social infrastructures using EMSSim. WSC Taesik Lee, Kyohong Shin, Hyun-Rok Lee, Hyun Jin Lee, Inkyung Sung, Junseok Lee, Il-Chul Moon, Jang Won Bae
2016	C	`conf`	Data-driven ballistic coefficient learning for future state prediction of high-speed vehicles. FUSION Kyungwoo Song, Sang-Hyeon Kim, Jinhyung Tak, Han-Lim Choi, Il-Chul Moon
2016	J	`jnl`	Efficient Flattening Algorithm for Hierarchical and Dynamic Structure Discrete Event Models. ACM Trans. Model. Comput. Simul. Jang Won Bae, Sang Won Bae, Il-Chul Moon, Tag Gon Kim
2016	J	`jnl`	LDEF Formalism for Agent-Based Model Development. IEEE Trans. Syst. Man Cybern. Syst. Jang Won Bae, Il-Chul Moon
2015	J	`jnl`	Agent-Based Simulation of Time to Decide: Military Commands and Time Delays. J. Artif. Soc. Soc. Simul. Woo-Seop Yun, Il-Chul Moon, Tae-Eog Lee
2015	J	`jnl`	Associative topic models with numerical time series. Inf. Process. Manag. Sungrae Park, Wonsung Lee, Il-Chul Moon
2015	Misc	`conf`	Comparative study of command and control structure between rok and us field artillery battalion. WSC Ahram Kang, Doyun Kim, Junseok Lee, Jang Won Bae, Il-Chul Moon
2015	Misc	`conf`	EMSSIM: emergency medical service simulator with geographic and medical details. WSC Il-Chul Moon, Jang Won Bae, Junseok Lee, Doyun Kim, Hyun-Rok Lee, Taesik Lee, Won Chul Cha, Ju-Hyun Kim, Gi Woon Kim
2015	J	`jnl`	Efficient extraction of domain specific sentiment lexicon with active learning. Pattern Recognit. Lett. Sungrae Park, Wonsung Lee, Il-Chul Moon
2015	—	`conf`	Hierarchical Prescription Pattern Analysis with Symptom Labels. ICDM Workshops Su-Jin Shin, Je-Yong Oh, Sungrae Park, Minki Kim, Il-Chul Moon
2015	J	`jnl`	Impact of Population Relocation to City Commerce: Micro-Level Estimation with Validated Agent-Based Model. J. Artif. Soc. Soc. Simul. SeHoon Lee, Jeong-Hee Hong, Jang Won Bae, Il-Chul Moon
2015	—	`conf`	Supervised Dynamic Topic Models for Associative Topic Extraction with A Numerical Time Series. TM@CIKM Sungrae Park, Wonsung Lee, Il-Chul Moon
2014	B	`conf`	Disease-medicine topic model for prescription record mining. SMC Sungrae Park, Doosup Choi, Wonsung Lee, Dain Jung, Minki Kim, Il-Chul Moon
2014	—	`ch.`	Formal agent-based models of social systems. Modeling and Simulation-Based Systems Engineering Handbook Il-Chul Moon
2014	B	`conf`	Identifying the evolution of disasters and responses with network-text analysis. SMC Kyungwoo Song, Do-Hyeong Kim, Su-Jin Shin, Il-Chul Moon
2014	A	`conf`	Modeling multiple fields of collective emotions with brownian agent-based model. AAMAS Wonsung Lee, Sungrae Park, Il-Chul Moon
2014	B	`conf`	Network analysis approach to study hospitals' prescription patterns focused on the impact of new healthcare policy. SMC Wonsung Lee, Gene Yi, Dain Jung, Minki Kim, Il-Chul Moon
2014	—	`conf`	Simulation experiment of routing strategy for evacuees and disaster responders. SpringSim (ADS) SeHoon Lee, Jang Won Bae, Junseok Lee, Jeong-Hee Hong, Il-Chul Moon
2014	J	`jnl`	Simulation-based analyses of an evacuation from a metropolis during a bombardment. Simul. Jang Won Bae, SeHoon Lee, Jeong-Hee Hong, Il-Chul Moon
2013	—	`conf`	Impact of population relocation to city commerce: micro-level estimation with agent-based model. SpringSim (ADS) SeHoon Lee, JoonSoo Shin, Geunho Lee, Il-Chul Moon
2013	—	`book`	Modeling and Simulating Command and Control - For Organizations Under Extreme Situations. Il-Chul Moon, Kathleen M. Carley, Tag Gon Kim
2013	Misc	`conf`	Theoretic interplay between abstraction, resolution, and fidelity in model information. WSC Il-Chul Moon, Jeong-Hee Hong
2012	Misc	`conf`	Formal specification supporting incremental and flexible agent-based modeling. WSC Jang Won Bae, Geunho Lee, Il-Chul Moon
2012	J	`jnl`	New insight into doctrine via simulation interoperation of heterogeneous levels of models in battle experimentation. Simul. Jeong-Hoon Kim, Il-Chul Moon, Tag Gon Kim
2011	C	`conf`	Analyzing social media in escalating crisis situations. ISI Il-Chul Moon, Alice H. Oh, Kathleen M. Carley
2010	C	`conf`	Collaborative Work in Domain-Specific Discrete Event Simulation Software Development: Fleet Anti-air Defense Simulation Software. WETICE Chang Ho Sung, Il-Chul Moon, Tag Gon Kim
2010	—	`conf`	DEVS-based doctrine validation of fleet anti-air defense. SpringSim Jeong-Hoon Kim, Chang Beom Choi, Il-Chul Moon, Tag Gon Kim
2010	—	`conf`	Learning Influence Propagation of Personal Blogs with Content and Network Analyses. SocialCom/PASSAT Il-Chul Moon, Dongwoo Kim, Yohan Jo, Alice H. Oh
2010	J	`jnl`	Personalized Email Prioritization Based on Content and Social Network Analysis. IEEE Intell. Syst. Yiming Yang, Shinjae Yoo, Frank Lin, Il-Chul Moon
2009	A*	`conf`	Mining social networks for personalized email prioritization. KDD Shinjae Yoo, Yiming Yang, Frank Lin, Il-Chul Moon
2009	—	`conf`	Simulation analysis on destabilization of complex adaptive organizations. CISDA Il-Chul Moon
2009	—	`conf`	Temporal Issue Trend Identifications in Blogs. CSE (4) Il-Chul Moon, Young-Min Kim, Hyun-Jong Lee, Alice H. Oh
2007	—	`conf`	Evolving multi-agent network structure with organizational learning. SpringSim (2) Il-Chul Moon, Kathleen M. Carley
2007	J	`jnl`	Modeling and Simulating Terrorist Networks in Social and Geospatial Dimensions. IEEE Intell. Syst. Il-Chul Moon, Kathleen M. Carley
2007	A	`conf`	Self-organizing social and spatial networks under what-if scenarios. AAMAS Il-Chul Moon, Kathleen M. Carley
2006	—	`conf`	Estimating the Near-Term Changes of an Organization with Simulations. AAAI Fall Symposium: Interaction and Emergent Phenomena in Societies of Agents Il-Chul Moon, Kathleen M. Carley
2006	J	`jnl`	Evolution of Player Skill in the America's Army Game. Simul. Il-Chul Moon, Mike Schneider, Kathleen M. Carley