Il-Chul Moon

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

Diffusion Rejection Sampling.

[BibT_eX]

[DOI]

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

Unknown Domain Inconsistency Minimization for Domain Generalization.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

Yunkyeong Seo

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Label-Noise Robust Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Training Unbiased Diffusion Models From Biased Dataset.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

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

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Reward-based Input Construction for Cross-document Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

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

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Sequential Likelihood-Free Inference with Neural Proposal.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., May, 2023

Weapon-Target Assignment by Reinforcement Learning with Pointer Network.

[BibT_eX]

[DOI]

Jaemyung Ahn

J. Aerosp. Inf. Syst., 2023

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

[BibT_eX]

[DOI]

Muhyun Byun

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Frequency Domain-Based Dataset Distillation.

[BibT_eX]

[DOI]

DongHyeok Shin

Seungjae Shin

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Refining Generative Process with Discriminator Guidance in Score-based Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

SAAL: Sharpness-Aware Active Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Hierarchical Multi-Label Classification with Partial Labels and Unknown Hierarchy.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Modeling and Calibrating Digital Twin of Automatic Garbage Collection System in Sejong City.

[BibT_eX]

[DOI]

Tae-Sub Yun

Minsang Park

Proceedings of the Annual Modeling and Simulation Conference, 2023

Loss-Curvature Matching for Dataset Selection and Condensation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Practical Formalism-Based Approaches for Multi-Resolution Modeling and Simulation.

[BibT_eX]

[DOI]

Jang Won Bae

Syst., 2022

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

[BibT_eX]

[DOI]

J. Artif. Soc. Soc. Simul., 2022

Constructing a personalized recommender system for life insurance products with machine-learning techniques.

[BibT_eX]

[DOI]

Intell. Syst. Account. Finance Manag., 2022

Refining Generative Process with Discriminator Guidance in Score-based Diffusion Models.

[BibT_eX]

[DOI]

CoRR, 2022

Maximum Likelihood Training of Implicit Nonlinear Diffusion Models.

[BibT_eX]

[DOI]

CoRR, 2022

Maximum Likelihood Training of Implicit Nonlinear Diffusion Model.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Unknown-Aware Domain Adversarial Learning for Open-Set Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Soft Truncation: A Universal Training Technique of Score-based Diffusion Model for High Precision Score Estimation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

From Noisy Prediction to True Label: Noisy Prediction Calibration via Generative Model.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Automatic Calibration Framework of Agent-based Models for Dynamic and Heterogeneous Parameters.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

2021

Black-Box Expectation-Maximization Algorithm for Estimating Latent States of High-Speed Vehicles.

[BibT_eX]

[DOI]

J. Aerosp. Inf. Syst., April, 2021

Score Matching Model for Unbounded Data Score.

[BibT_eX]

[DOI]

CoRR, 2021

Posterior-Aided Regularization for Likelihood-Free Inference.

[BibT_eX]

[DOI]

CoRR, 2021

Automatic calibration of dynamic and heterogeneous parameters in agent-based models.

[BibT_eX]

[DOI]

Auton. Agents Multi Agent Syst., 2021

Predict Sequential Credit Card Delinquency with VaDE-Seq2Seq.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

LADA: Look-Ahead Data Acquisition via Augmentation for Deep Active Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Refine Myself by Teaching Myself: Feature Refinement via Self-Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Implicit Kernel Attention.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Layered Behavior Modeling via Combining Descriptive and Prescriptive Approaches: A Case Study of Infantry Company Engagement.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2020

Forecasting the Concentration of Particulate Matter in the Seoul Metropolitan Area Using a Gaussian Process Model.

[BibT_eX]

[DOI]

Sensors, 2020

Dirichlet Variational Autoencoder.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Housing Market Agent-Based Simulation with Loan-To-Value and Debt-To-Income.

[BibT_eX]

[DOI]

Tae-Sub Yun

J. Artif. Soc. Soc. Simul., 2020

LADA: Look-Ahead Data Acquisition via Augmentation for Active Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Sequential Likelihood-Free Inference with Implicit Surrogate Proposal.

[BibT_eX]

[DOI]

CoRR, 2020

Adversarial Likelihood-Free Inference on Black-Box Generator.

[BibT_eX]

[DOI]

CoRR, 2020

Generalized Gumbel-Softmax Gradient Estimator for Various Discrete Random Variables.

[BibT_eX]

[DOI]

CoRR, 2020

Agent-Based Modeling and Simulation on Residential Population Movement Patterns: The Case of Sejong City.

[BibT_eX]

[DOI]

Proceedings of the Winter Simulation Conference, 2020

Neutralizing Gender Bias in Word Embedding with Latent Disentanglement and Counterfactual Generation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

FEWER: Federated Weight Recovery.

[BibT_eX]

[DOI]

Proceedings of the DistributedML@CoNEXT 2020: Proceedings of the 1st Workshop on Distributed Machine Learning, 2020

Deep Generative Positive-Unlabeled Learning under Selection Bias.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Bivariate Beta-LSTM.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Hierarchically Clustered Representation Learning.

[BibT_eX]

[DOI]

Su-Jin Shin

Kyungwoo Song

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Sequential Recommendation with Relation-Aware Kernelized Self-Attention.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Automatic Calibration of Dynamic and Heterogeneous Parameters in Agent-based Model.

[BibT_eX]

[DOI]

Dongjun Kim

Tae-Sub Yun

CoRR, 2019

Improving counterfire operations with enhanced command and control structure.

[BibT_eX]

[DOI]

Comput. Math. Organ. Theory, 2019

Hierarchical Context Enabled Recurrent Neural Network for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Adversarial Dropout for Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Evaluation of Disaster Response System Using Agent-Based Model With Geospatial and Medical Details.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2018

Hierarchical prescription pattern analysis with symptom labels.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2018

Deep Reinforcement Learning with Fully Convolutional Neural Network to Solve an Earthwork Scheduling Problem.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Data-Driven Automatic Calibration for Validation of Agent-Based Social Simulations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Diagnosis Prediction via Medical Context Attention Networks Using Deep Generative Modeling.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Neural Ideal Point Estimation Network.

[BibT_eX]

[DOI]

Kyungwoo Song

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Adversarial Dropout for Supervised and Semi-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Guided HTM: Hierarchical Topic Model with Dirichlet Forest Priors.

[BibT_eX]

[DOI]

Su-Jin Shin

IEEE Trans. Knowl. Data Eng., 2017

Identifying prescription patterns with a topic model of diseases and medications.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2017

Text augmented automatic statistician for predicting approval rates of politicians.

[BibT_eX]

[DOI]

Jun-Keon Park

YeongYeon Na

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Hybrid modeling and simulation of tactical maneuvers in computer generated force.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Augmented Variational Autoencoders for Collaborative Filtering with Auxiliary Information.

[BibT_eX]

[DOI]

Kyungwoo Song

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

LDEF Formalism for Agent-Based Model Development.

[BibT_eX]

[DOI]

Jang Won Bae

IEEE Trans. Syst. Man Cybern. Syst., 2016

Efficient Flattening Algorithm for Hierarchical and Dynamic Structure Discrete Event Models.

[BibT_eX]

[DOI]

ACM Trans. Model. Comput. Simul., 2016

Accelerated simulation of hierarchical military operations with tabulation technique.

[BibT_eX]

[DOI]

J. Simulation, 2016

Characterizing emergency responses in localities with different social infrastructures using EMSSim.

[BibT_eX]

[DOI]

Proceedings of the Winter Simulation Conference, 2016

Bayesian Nonparametric Collaborative Topic Poisson Factorization for Electronic Health Records-Based Phenotyping.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Data-driven ballistic coefficient learning for future state prediction of high-speed vehicles.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Information Fusion, 2016

2015

Efficient extraction of domain specific sentiment lexicon with active learning.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2015

Agent-Based Simulation of Time to Decide: Military Commands and Time Delays.

[BibT_eX]

[DOI]

Woo-Seop Yun

Tae-Eog Lee

J. Artif. Soc. Soc. Simul., 2015

Impact of Population Relocation to City Commerce: Micro-Level Estimation with Validated Agent-Based Model.

[BibT_eX]

[DOI]

J. Artif. Soc. Soc. Simul., 2015

Associative topic models with numerical time series.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2015

EMSSIM: emergency medical service simulator with geographic and medical details.

[BibT_eX]

[DOI]

Proceedings of the 2015 Winter Simulation Conference, 2015

Comparative study of command and control structure between rok and us field artillery battalion.

[BibT_eX]

[DOI]

Proceedings of the 2015 Winter Simulation Conference, 2015

Supervised Dynamic Topic Models for Associative Topic Extraction with A Numerical Time Series.

[BibT_eX]

[DOI]

Proceedings of the 2015 Workshop on Topic Models: Post-Processing and Applications, 2015

2014

Formal agent-based models of social systems.

[BibT_eX]

[DOI]

Proceedings of the Modeling and Simulation-Based Systems Engineering Handbook., 2014

Simulation-based analyses of an evacuation from a metropolis during a bombardment.

[BibT_eX]

[DOI]

Simul., 2014

Simulation experiment of routing strategy for evacuees and disaster responders.

[BibT_eX]

[DOI]

Proceedings of the Agent-Directed Simulation Symposium, 2014

Identifying the evolution of disasters and responses with network-text analysis.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Disease-medicine topic model for prescription record mining.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Network analysis approach to study hospitals' prescription patterns focused on the impact of new healthcare policy.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Modeling multiple fields of collective emotions with brownian agent-based model.

[BibT_eX]

[DOI]

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

2013

Modeling and Simulating Command and Control - For Organizations Under Extreme Situations.

[BibT_eX]

[DOI]

Tag Gon Kim

Springer Briefs in Computer Science, Springer, ISBN: 978-1-4471-5037-4, 2013

Theoretic interplay between abstraction, resolution, and fidelity in model information.

[BibT_eX]

[DOI]

Jeong-Hee Hong

Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

Impact of population relocation to city commerce: micro-level estimation with agent-based model.

[BibT_eX]

[DOI]

Proceedings of the Agent-Directed Simulation Symposium, 2013

2012

New insight into doctrine via simulation interoperation of heterogeneous levels of models in battle experimentation.

[BibT_eX]

[DOI]

Jeong-Hoon Kim

Tag Gon Kim

Simul., 2012

Formal specification supporting incremental and flexible agent-based modeling.

[BibT_eX]

[DOI]

Jang Won Bae

GeunHo Lee

Proceedings of the Winter Simulation Conference, 2012

2011

Analyzing social media in escalating crisis situations.

[BibT_eX]

[DOI]

Alice H. Oh

Proceedings of the 2011 IEEE International Conference on Intelligence and Security Informatics, 2011

2010

Personalized Email Prioritization Based on Content and Social Network Analysis.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2010

Collaborative Work in Domain-Specific Discrete Event Simulation Software Development: Fleet Anti-air Defense Simulation Software.

[BibT_eX]

[DOI]

Chang Ho Sung

Tag Gon Kim

Proceedings of the 19th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises, 2010

DEVS-based doctrine validation of fleet anti-air defense.

[BibT_eX]

[DOI]

Proceedings of the 2010 Spring Simulation Multiconference, 2010

Learning Influence Propagation of Personal Blogs with Content and Network Analyses.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010

2009

Mining social networks for personalized email prioritization.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Temporal Issue Trend Identifications in Blogs.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

Simulation analysis on destabilization of complex adaptive organizations.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2009

2007

Modeling and Simulating Terrorist Networks in Social and Geospatial Dimensions.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2007

Evolving multi-agent network structure with organizational learning.

[BibT_eX]

[DOI]

Proceedings of the 2007 Spring Simulation Multiconference, 2007

Self-organizing social and spatial networks under what-if scenarios.

[BibT_eX]

[DOI]

Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), 2007

2006

Evolution of Player Skill in the America's Army Game.

[BibT_eX]

[DOI]

Mike Schneider

Simul., 2006

Estimating the Near-Term Changes of an Organization with Simulations.

[BibT_eX]

[DOI]