Donghun Lee

CoRR, July, 2025

Data-Driven Dimensional Synthesis of Diverse Planar Four-bar Function Generation Mechanisms via Direct Parameterization.

[BibT_eX]

[DOI]

CoRR, July, 2025

OPC: One-Point-Contraction Unlearning Toward Deep Feature Forgetting.

[BibT_eX]

[DOI]

CoRR, July, 2025

Re-experiment Smart: a Novel Method to Enhance Data-driven Prediction of Mechanical Properties of Epoxy Polymers.

[BibT_eX]

[DOI]

CoRR, June, 2025

CLIP-KOA: Enhancing Knee Osteoarthritis Diagnosis with Multi-Modal Learning and Symmetry-Aware Loss Functions.

[BibT_eX]

[DOI]

Yejin Jeong

CoRR, April, 2025

Investigating the Limits of Graph Foundation Model in Real-World Travel Recommendation Systems.

[BibT_eX]

[DOI]

Nayoung Lee

Gunmin Lee

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2025

ABC3: Active Bayesian Causal Inference with Cohn Criteria in Randomized Experiments.

[BibT_eX]

[DOI]

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Bypassing Stationary Points in Training Deep Learning Models.

[BibT_eX]

[DOI]

Jaeheun Jung

IEEE Trans. Neural Networks Learn. Syst., December, 2024

PPSD GAN: PPSD-Informed Generative Model for Ambient Seismic Noise Synthesizing.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2024

Broadband Ground Motion Synthesis by Diffusion Model with Minimal Condition.

[BibT_eX]

[DOI]

CoRR, 2024

Pre-trained Language Models Return Distinguishable Probability Distributions to Unfaithfully Hallucinated Texts.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

SentenceLDA: Discriminative and Robust Document Representation with Sentence Level Topic Model.

[BibT_eX]

[DOI]

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2022

Online Learning with Regularized Knowledge Gradients.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

Noun-MWP: Math Word Problems Meet Noun Answers.

[BibT_eX]

[DOI]

Jaeheun Jung

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2019

Learning to Learn Optimally: A Practical Framework for Machine Learning Applications with Finite Time Horizon

[BibT_eX]

[DOI]

PhD thesis, 2019

Bias-Corrected Q-Learning With Multistate Extension.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2019

Meta-learning of Bidding Agent with Knowledge Gradient in a Fully Agent-based Sponsored Search Auction Simulator.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

2017

Optimal online learning in bidding for sponsored search auctions.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

2013

Bias-corrected Q-learning to control max-operator bias in Q-learning.

[BibT_eX]

[DOI]

Boris Defourny

Proceedings of the 2013 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, 2013

2012

An Intelligent Battery Controller Using Bias-Corrected Q-learning.

[BibT_eX]

[DOI]