An Intelligent Battery Controller Using Bias-Corrected Q-learning. - Donghun Lee 003; Warren B. Powell (AAAI, 2012)

Bias-corrected Q-learning to control max-operator bias in Q-learning. - Donghun Lee 003; Boris Defourny; Warren B. Powell (ADPRL, 2013)

Optimal online learning in bidding for sponsored search auctions. - Donghun Lee 003; Piotr Ziolo; Weidong Han 004; Warren B. Powell (SSCI, 2017)

Meta-learning of Bidding Agent with Knowledge Gradient in a Fully Agent-based Sponsored Search Auction Simulator. - Donghun Lee 003; Warren B. Powell (AAMAS, 2019)

Bias-Corrected Q-Learning With Multistate Extension. - Donghun Lee 003; Warren B. Powell (IEEE Trans. Autom. Control., 2019)

Learning to Learn Optimally: A Practical Framework for Machine Learning Applications with Finite Time Horizon - Donghun Lee 003 (2019)

Noun-MWP: Math Word Problems Meet Noun Answers. - Taehun Cha; Jaeheun Jung; Donghun Lee 003 (COLING, 2022)

Online Learning with Regularized Knowledge Gradients. - Donghun Lee 003; Warren B. Powell (PAKDD (2), 2022)

SentenceLDA: Discriminative and Robust Document Representation with Sentence Level Topic Model. - Taehun Cha; Donghun Lee 003 (EACL (1), 2024)

Pre-trained Language Models Return Distinguishable Probability Distributions to Unfaithfully Hallucinated Texts. - Taehun Cha; Donghun Lee 003 (EMNLP (Findings), 2024)

Broadband Ground Motion Synthesis by Diffusion Model with Minimal Condition. - Jaeheun Jung; Jaehyuk Lee; Chang-Hae Jung; Hanyoung Kim; Bosung Jung; Donghun Lee 003 (CoRR, 2024)

PPSD GAN: PPSD-Informed Generative Model for Ambient Seismic Noise Synthesizing. - Keunsuk Cho; Jeongun Ha; Jihun Lim; Jongwon Han; Seongryong Kim; Donghun Lee 003 (IEEE Geosci. Remote. Sens. Lett., 2024)

Bypassing Stationary Points in Training Deep Learning Models. - Jaeheun Jung; Donghun Lee 003 (IEEE Trans. Neural Networks Learn. Syst., 2024)

ABC3: Active Bayesian Causal Inference with Cohn Criteria in Randomized Experiments. - Taehun Cha; Donghun Lee 003 (AAAI, 2025)

Investigating the Limits of Graph Foundation Model in Real-World Travel Recommendation Systems. - Nayoung Lee; Gunmin Lee; Donghun Lee 003 (PAKDD (Workshops), 2025)

CLIP-KOA: Enhancing Knee Osteoarthritis Diagnosis with Multi-Modal Learning and Symmetry-Aware Loss Functions. - Yejin Jeong; Donghun Lee 003 (CoRR, 2025)

Re-experiment Smart: a Novel Method to Enhance Data-driven Prediction of Mechanical Properties of Epoxy Polymers. - Wanshan Cui; Yejin Jeong; Inwook Song; Gyuri Kim; Minsang Kwon; Donghun Lee 003 (CoRR, 2025)

OPC: One-Point-Contraction Unlearning Toward Deep Feature Forgetting. - Jaeheun Jung; Bosung Jung; Suhyun Bae; Donghun Lee 003 (CoRR, 2025)

Data-Driven Dimensional Synthesis of Diverse Planar Four-bar Function Generation Mechanisms via Direct Parameterization. - Woon Ryong Kim; Jaeheun Jung; Jeong Un Ha; Donghun Lee 003; Jae Kyung Shim (CoRR, 2025)

Catalyst: a Novel Regularizer for Structured Pruning with Auxiliary Extension of Parameter Space. - Jaeheun Jung; Donghun Lee 003 (CoRR, 2025)

IPPRO: Importance-based Pruning with PRojective Offset for Magnitude-indifferent Structural Pruning. - Jaeheun Jung; Jaehyuk Lee; Yeajin Lee; Donghun Lee 003 (CoRR, 2025)