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ORCIDDonghun Lee 0003
Person information
- affiliation: Korea University, Department of Mathematics, AI Math Laboratory, Seoul, Republic of Korea
- affiliation (PhD 2019): Princeton University, Department of Computer Science, Princeton, NJ, USA
Other persons with the same name
- Donghun Lee (aka: Dong-hun Lee, Dong Hun Lee, DongHun Lee, Dong-Hun Lee) — disambiguation page
- Donghun Lee 0001
![[0000-0002-2382-0664]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-2382-0664")
(aka: Dong Hun Lee 0001, Dong-Hun Lee 0001) — SAP Labs Korea, Seoul, South Korea (and 1 more) - Donghun Lee 0002 — Soongsil University, School of Mechanical Engineering, Seoul, South Korea (and 1 more)
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2020 – today
- 2025
[c10]Taehun Cha, Donghun Lee:
ABC3: Active Bayesian Causal Inference with Cohn Criteria in Randomized Experiments. AAAI 2025: 26769-26777- [c9]Nayoung Lee, Gunmin Lee, Donghun Lee:
Investigating the Limits of Graph Foundation Model in Real-World Travel Recommendation Systems. PAKDD (Workshops) 2025: 174-185 - [i9]Yejin Jeong, Donghun Lee:
CLIP-KOA: Enhancing Knee Osteoarthritis Diagnosis with Multi-Modal Learning and Symmetry-Aware Loss Functions. CoRR abs/2504.19443 (2025) - [i8]Wanshan Cui, Yejin Jeong, Inwook Song, Gyuri Kim, Minsang Kwon, Donghun Lee:
Re-experiment Smart: a Novel Method to Enhance Data-driven Prediction of Mechanical Properties of Epoxy Polymers. CoRR abs/2506.01994 (2025) - [i7]Jaeheun Jung, Bosung Jung, Suhyun Bae, Donghun Lee:
OPC: One-Point-Contraction Unlearning Toward Deep Feature Forgetting. CoRR abs/2507.07754 (2025) - [i6]Woon Ryong Kim, Jaeheun Jung, Jeong Un Ha, Donghun Lee, Jae Kyung Shim:
Data-Driven Dimensional Synthesis of Diverse Planar Four-bar Function Generation Mechanisms via Direct Parameterization. CoRR abs/2507.08269 (2025) - [i5]Jaeheun Jung, Donghun Lee:
Catalyst: a Novel Regularizer for Structured Pruning with Auxiliary Extension of Parameter Space. CoRR abs/2507.14170 (2025) - [i4]Jaeheun Jung, Jaehyuk Lee, Yeajin Lee, Donghun Lee:
IPPRO: Importance-based Pruning with PRojective Offset for Magnitude-indifferent Structural Pruning. CoRR abs/2507.14171 (2025) - 2024
- [j3]Keunsuk Cho, Jeongun Ha, Jihun Lim, Jongwon Han, Seongryong Kim, Donghun Lee:
PPSD GAN: PPSD-Informed Generative Model for Ambient Seismic Noise Synthesizing. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j2]Jaeheun Jung, Donghun Lee:
Bypassing Stationary Points in Training Deep Learning Models. IEEE Trans. Neural Networks Learn. Syst. 35(12): 18859-18871 (2024) - [c8]Taehun Cha, Donghun Lee:
SentenceLDA: Discriminative and Robust Document Representation with Sentence Level Topic Model. EACL (1) 2024: 521-538 - [c7]Taehun Cha, Donghun Lee:
Pre-trained Language Models Return Distinguishable Probability Distributions to Unfaithfully Hallucinated Texts. EMNLP (Findings) 2024: 12630-12639 - [i3]Taehun Cha, Donghun Lee:
Pre-trained Language Models Return Distinguishable Probability Distributions to Unfaithfully Hallucinated Texts. CoRR abs/2409.16658 (2024) - [i2]Taehun Cha, Donghun Lee:
ABC3: Active Bayesian Causal Inference with Cohn Criteria in Randomized Experiments. CoRR abs/2412.11104 (2024) - [i1]Jaeheun Jung, Jaehyuk Lee, Chang-Hae Jung, Hanyoung Kim, Bosung Jung, Donghun Lee:
Broadband Ground Motion Synthesis by Diffusion Model with Minimal Condition. CoRR abs/2412.17333 (2024) - 2022
- [c6]Taehun Cha, Jaeheun Jung, Donghun Lee:
Noun-MWP: Math Word Problems Meet Noun Answers. COLING 2022: 3847-3857 - [c5]Donghun Lee, Warren B. Powell:
Online Learning with Regularized Knowledge Gradients. PAKDD (2) 2022: 328-339
2010 – 2019
- 2019
- [b1]Donghun Lee:
Learning to Learn Optimally: A Practical Framework for Machine Learning Applications with Finite Time Horizon. Princeton University, USA, 2019 - [j1]Donghun Lee, Warren B. Powell:
Bias-Corrected Q-Learning With Multistate Extension. IEEE Trans. Autom. Control. 64(10): 4011-4023 (2019) - [c4]Donghun Lee, Warren B. Powell:
Meta-learning of Bidding Agent with Knowledge Gradient in a Fully Agent-based Sponsored Search Auction Simulator. AAMAS 2019: 2090-2092 - 2017
- [c3]Donghun Lee, Piotr Ziolo, Weidong Han, Warren B. Powell:
Optimal online learning in bidding for sponsored search auctions. SSCI 2017: 1-8 - 2013
- [c2]Donghun Lee, Boris Defourny, Warren B. Powell:
Bias-corrected Q-learning to control max-operator bias in Q-learning. ADPRL 2013: 93-99 - 2012
- [c1]Donghun Lee, Warren B. Powell:
An Intelligent Battery Controller Using Bias-Corrected Q-learning. AAAI 2012: 316-322
Coauthor Index
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